Qi Dou

445 papers A* 47A 18Journal 274Unranked 79
YearRankTypeTitle / Venue / Authors
2026 J jnl
ARport: An Augmented Reality System for Markerless Image-Guided Port Placement in Robotic Surgery.
CoRR
Zheng Han, Zixin Yang, Yonghao Long, Lin Zhang, Peter Kazanzides, Qi Dou
2026 — ed.
Collaborative Intelligence and Autonomy in Image-Guided Surgery - First International Workshop, COLAS 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings
COLAS@MICCAI
Qi Dou, Yutong Ban, Yueming Jin, Sophia Bano, Mathias Unberath
2026 A* conf
Concepts from Representations: Post-hoc Concept Bottleneck Models via Sparse Decomposition of Visual Representations.
AAAI
Shizhan Gong, Xiaofan Zhang, Qi Dou
2026 J jnl
Concepts from Representations: Post-hoc Concept Bottleneck Models via Sparse Decomposition of Visual Representations.
CoRR
Shizhan Gong, Xiaofan Zhang, Qi Dou
2026 J jnl
CubeComposer: Spatio-Temporal Autoregressive 4K 360° Video Generation from Perspective Video.
CoRR
Lingen Li, Guangzhi Wang, Xiaoyu Li, Zhaoxiang Zhang, Qi Dou, Jinwei Gu, Tianfan Xue, Ying Shan
2026 J jnl
Extreme cardiac MRI analysis under respiratory motion: Results of the CMRxMotion challenge.
Medical Image Anal.
Kang Wang, Chen Qin, Zhang Shi, Haoran Wang, Xiwen Zhang, Chen Chen, Cheng Ouyang, Chengliang Dai, Yuanhan Mo, Chenchen Dai, Xutong Kuang, Ruizhe Li, Xin Chen, Xiuzheng Yue, Song Tian, Alejandro Mora-Rubio, Kumaradevan Punithakumar, Shizhan Gong, Qi Dou, Sina Amirrajab, Yasmina Al Khalil, Cian M. Scannell, Lexiaozi Fan, Huili Yang, Xiaowu Sun, Rob J. van der Geest, Tewodros Weldebirhan Arega, Fabrice Mériaudeau, Caner Özer, Amin Ranem, John Kalkhof, Ilkay Öksüz, Anirban Mukhopadhyay, Abdul Qayyum, Moona Mazher, Steven A. Niederer, Carles García-Cabrera, Eric Arazo, Michal K. Grzeszczyk, Szymon Plotka, Wanqin Ma, Xiaomeng Li, Rongjun Ge, Yongqing Kou, Xinrong Chen, He Wang, Chengyan Wang, Wenjia Bai, Shuo Wang
2026 J jnl
Generalized Recognition of Basic Surgical Actions Enables Skill Assessment and Vision-Language-Model-based Surgical Planning.
CoRR
Mengya Xu, Daiyun Shen, Jie Zhang, Hon-Chi Yip, Yujia Gao, Cheng Chen, Dillan Imans, Yonghao Long, Yiru Ye, Yixiao Liu, Rongyun Mai, Kai Chen, Hongliang Ren, Yutong Ban, Guangsuo Wang, Francis Wong, Chi-Fai Ng, Kee Yuan Ngiam, Russell H. Taylor, Daguang Xu, Yueming Jin, Qi Dou
2026 J jnl
Grounded knowledge-enhanced medical vision-language pre-training for chest X-ray.
Biomed. Signal Process. Control.
Qiao Deng, Zhongzhen Huang, Yunqi Wang, Zhichuan Wang, Zhao Wang, Xiaofan Zhang, Qi Dou, Yeung Yu Hui, Edward S. Hui
2026 J jnl
Real-Time Monocular 2-D and 3-D Perception of Endoluminal Scenes for Controlling Flexible Robotic Endoscopic Instruments.
IEEE Trans. Robotics
Ruofeng Wei, Kai Chen, Yui-Lun Ng, Yiyao Ma, Justin Di-Lang Ho, Hon-Sing Tong, Xiaomei Wang, Jing Dai, Ka-Wai Kwok, Qi Dou
2026 J jnl
Real-time Monocular 2D and 3D Perception of Endoluminal Scenes for Controlling Flexible Robotic Endoscopic Instruments.
CoRR
Ruofeng Wei, Kai Chen, Yui-Lun Ng, Yiyao Ma, Justin Di-Lang Ho, Hon-Sing Tong, Xiaomei Wang, Jing Dai, Ka-Wai Kwok, Qi Dou
2026 J jnl
SSP: Safety-guaranteed Surgical Policy via Joint Optimization of Behavioral and Spatial Constraints.
CoRR
Jianshu Hu, ZhiYuan Guan, Lei Song, Kantaphat Leelakunwet, Hesheng Wang, Wei Xiao, Qi Dou, Yutong Ban
2026 J jnl
Surg-R1: A Hierarchical Reasoning Foundation Model for Scalable and Interpretable Surgical Decision Support with Multi-Center Clinical Validation.
CoRR
Jian Jiang, Chenxi Lin, Yiming Gu, Zengyi Qin, Zhitao Zeng, Kun Yuan, Yonghao Long, Xiang Xia, Cheng Yuan, Yuqi Wang, Zijie Yue, Kunyi Yang, Yuting Zhang, Zhu Zhuo, Dian Qin, Xin Wang, Chi-Fai Ng, Brian Anthony, Daguang Xu, Guy Rosman, Ozanan R. Meireles, Zizhen Zhang, Nicolas Padoy, Hesheng Wang, Qi Dou, Yueming Jin, Yutong Ban
2026 J jnl
SurgΣ: A Spectrum of Large-Scale Multimodal Data and Foundation Models for Surgical Intelligence.
CoRR
Zhitao Zeng, Mengya Xu, Jian Jiang, Pengfei Guo, Yunqiu Xu, Zhu Zhuo, Chang Han Low, Yufan He, Dong Yang, Chenxi Lin, Yiming Gu, Jiaxin Guo, Yutong Ban, Daguang Xu, Qi Dou, Yueming Jin
2026 J jnl
The Dresden Dataset for 4D Reconstruction of Non-Rigid Abdominal Surgical Scenes.
CoRR
Reuben Docea, Rayan Younis, Yonghao Long, Maxime Fleury, Jinjing Xu, Chenyang Li, André Schulze, Ann Wierick, Johannes Bender, Micha Pfeiffer, Qi Dou, Martin Wagner, Stefanie Speidel
2025 J jnl
A Dexterous and Compliant (DexCo) Hand Based on Soft Hydraulic Actuation for Human-Inspired Fine In-Hand Manipulation.
IEEE Trans. Robotics
Jianshu Zhou, Junda Huang, Qi Dou, Pieter Abbeel, Yunhui Liu
2025 J jnl
Absolute Monocular Depth Estimation on Robotic Visual and Kinematics Data via Self-Supervised Learning.
IEEE Trans Autom. Sci. Eng.
Ruofeng Wei, Bin Li, Fangxun Zhong, Hangjie Mo, Qi Dou, Yun-Hui Liu, Dong Sun
2025 J jnl
AnyCharV: Bootstrap Controllable Character Video Generation with Fine-to-Coarse Guidance.
CoRR
Zhao Wang, Hao Wen, Lingting Zhu, Chenming Shang, Yujiu Yang, Qi Dou
2025 J jnl
Artificial intelligence assisted real-time recognition of intra-abdominal metastasis during laparoscopic gastric cancer surgery.
npj Digit. Medicine
Hao Chen, Longfei Gou, Zhiwen Fang, Qi Dou, Haobin Chen, Chang Chen, Yuqing Qiu, Jinglin Zhang, Chenglin Ning, Yanfeng Hu, Haijun Deng, Jiang Yu, Guoxin Li
2025 A* conf
Boosting the visual interpretability of CLIP via adversarial fine-tuning.
ICLR
Shizhan Gong, Haoyu Lei, Qi Dou, Farzan Farnia
2025 J jnl
CP-Env: Evaluating Large Language Models on Clinical Pathways in a Controllable Hospital Environment.
CoRR
Yakun Zhu, Zhongzhen Huang, Qianhan Feng, Linjie Mu, Yannian Gu, Shaoting Zhang, Qi Dou, Xiaofan Zhang
2025 — conf
CSAP-Assist: Instrument-Agent Dialogue Empowered Vision-Language Models for Collaborative Surgical Action Planning.
MICCAI (9)
Jie Zhang, Mengya Xu, Yiwei Wang, Qi Dou
2025 J jnl
Can Common VLMs Rival Medical VLMs? Evaluation and Strategic Insights.
CoRR
Yuan Zhong, Ruinan Jin, Xiaoxiao Li, Qi Dou
2025 J jnl
Canonical Shape Reconstruction With SE(3) Equivariance Learning for Weakly-Supervised Object Pose Estimation.
IEEE Trans. Circuits Syst. Video Technol.
Jun Zhou, Kai Chen, Mingqiang Wei, Xiao-Ping Zhang, Qi Dou, Harry Qin
2025 — conf
ClipGS: Clippable Gaussian Splatting for Interactive Cinematic Visualization of Volumetric Medical Data.
MICCAI (10)
Chengkun Li, Yuqi Tong, Kai Chen, Zhenya Yang, Ruiyang Li, Shi Qiu, Jason Ying-Kuen Chan, Pheng-Ann Heng, Qi Dou
2025 J jnl
ClipGS: Clippable Gaussian Splatting for Interactive Cinematic Visualization of Volumetric Medical Data.
CoRR
Chengkun Li, Yuqi Tong, Kai Chen, Zhenya Yang, Ruiyang Li, Shi Qiu, Jason Ying-Kuen Chan, Pheng-Ann Heng, Qi Dou
2025 A conf
ColaDex: Contact-guided Optimization and VLM-assisted Selection for Task-oriented Dexterous Grasp Generation.
IROS
Yiyao Ma, Kai Chen, Xuecheng Xu, Zhongxiang Zhou, Liang Xie, Rong Xiong, Qi Dou
2025 — conf
Concepts from Neurons: Building Interpretable Medical Image Diagnostic Models by Dissecting Opaque Neural Networks.
IPMI (2)
Shizhan Gong, Huayu Wang, Xiaofan Zhang, Qi Dou
2025 J jnl
Contact Map Transfer with Conditional Diffusion Model for Generalizable Dexterous Grasp Generation.
CoRR
Yiyao Ma, Kai Chen, Kexin Zheng, Qi Dou
2025 — conf
DDxTutor: Clinical Reasoning Tutoring System with Differential Diagnosis-Based Structured Reasoning.
ACL (1)
Qian Wu, Zheyao Gao, Longfei Gou, Qi Dou
2025 J jnl
DSTED: Decoupling Temporal Stabilization and Discriminative Enhancement for Surgical Workflow Recognition.
CoRR
Yueyao Chen, Kai-Ni Wang, Dario Tayupo, Arnaud Huaulmé, Krystel Nyangoh Timoh, Pierre Jannin, Qi Dou
2025 J jnl
Diffusion Stabilizer Policy for Automated Surgical Robot Manipulations.
CoRR
Chonlam Ho, Jianshu Hu, Hesheng Wang, Qi Dou, Yutong Ban
2025 — conf
Endo3R: Unified Online Reconstruction from Dynamic Monocular Endoscopic Video.
MICCAI (9)
Jiaxin Guo, Wenzhen Dong, Tianyu Huang, Hao Ding, Ziyi Wang, Haomin Kuang, Qi Dou, Yun-Hui Liu
2025 J jnl
Endo3R: Unified Online Reconstruction from Dynamic Monocular Endoscopic Video.
CoRR
Jiaxin Guo, Wenzhen Dong, Tianyu Huang, Hao Ding, Ziyi Wang, Haomin Kuang, Qi Dou, Yun-Hui Liu
2025 J jnl
Extreme Cardiac MRI Analysis under Respiratory Motion: Results of the CMRxMotion Challenge.
CoRR
Kang Wang, Chen Qin, Zhang Shi, Haoran Wang, Xiwen Zhang, Chen Chen, Cheng Ouyang, Chengliang Dai, Yuanhan Mo, Chenchen Dai, Xutong Kuang, Ruizhe Li, Xin Chen, Xiuzheng Yue, Song Tian, Alejandro Mora-Rubio, Kumaradevan Punithakumar, Shizhan Gong, Qi Dou, Sina Amirrajab, Yasmina Al Khalil, Cian M. Scannell, Lexiaozi Fan, Huili Yang, Xiaowu Sun, Rob J. van der Geest, Tewodros Weldebirhan Arega, Fabrice Mériaudeau, Caner Özer, Amin Ranem, John Kalkhof, Ilkay Öksüz, Anirban Mukhopadhyay, Abdul Qayyum, Moona Mazher, Steven A. Niederer, Carles García-Cabrera, Eric Arazo, Michal K. Grzeszczyk, Szymon Plotka, Wanqin Ma, Xiaomeng Li, Rongjun Ge, Yongqing Kou, Xinrong Chen, He Wang, Chengyan Wang, Wenjia Bai, Shuo Wang
2025 A conf
Gaussian Splatting with Reflectance Regularization for Endoscopic Scene Reconstruction.
IROS
Chengkun Li, Kai Chen, Shi Qiu, Jason Ying-Kuen Chan, Qi Dou
2025 A* conf
HealthCards: Exploring Text-to-Image Generation as Visual Aids for Healthcare Knowledge Democratizing and Education.
EMNLP
Qian Wu, Zheyao Gao, Longfei Gou, Yifan Hou, Ann Sin Nga Lau, Qi Dou
2025 A* conf
Hybrid Reciprocal Transformer with Triplet Feature Alignment for Scene Graph Generation.
CVPR
Jiawei Fu, Tiantian Zhang, Kai Chen, Qi Dou
2025 J jnl
IPNet: An Interpretable Network With Progressive Loss for Whole-Stage Colorectal Disease Diagnosis.
IEEE Trans. Medical Imaging
Junhu Fu, Ke Chen, Qi Dou, Yun Gao, Yiping He, Pinghong Zhou, Shengli Lin, Yuanyuan Wang, Yi Guo
2025 J jnl
Illuminating the unseen: Advancing MRI domain generalization through causality.
Medical Image Anal.
Yunqi Wang, Tianjiao Zeng, Furui Liu, Qi Dou, Peng Cao, Hing-Chiu Chang, Qiao Deng, Edward S. Hui
2025 J jnl
Improving Foundation Model for Endoscopy Video Analysis via Representation Learning on Long Sequences.
IEEE J. Biomed. Health Informatics
Zhao Wang, Chang Liu, Lingting Zhu, Tongtong Wang, Shaoting Zhang, Qi Dou
2025 J jnl
Is Segment Anything Model 2 All You Need for Surgery Video Segmentation? A Systematic Evaluation.
CoRR
Cheng Yuan, Jian Jiang, Kunyi Yang, Lv Wu, Rui Wang, Zi Meng, Haonan Ping, Ziyu Xu, Yifan Zhou, Wanli Song, Hesheng Wang, Qi Dou, Yutong Ban
2025 A* conf
Kernel-based Unsupervised Embedding Alignment for Enhanced Visual Representation in Vision-language Models.
ICML
Shizhan Gong, Yankai Jiang, Qi Dou, Farzan Farnia
2025 J jnl
Kernel-based Unsupervised Embedding Alignment for Enhanced Visual Representation in Vision-language Models.
CoRR
Shizhan Gong, Yankai Jiang, Qi Dou, Farzan Farnia
2025 — conf
LLAMA-VG: A Video Vision LLaMA-Based Model for Endoscopy Video Generation.
ISBI
Yueyao Chen, Zheng Han, Qi Dou
2025 A* conf
LM-Searcher: Cross-domain Neural Architecture Search with LLMs via Unified Numerical Encoding.
EMNLP
Yuxuan Hu, Jihao Liu, Ke Wang, Jinliang Zheng, Weikang Shi, Manyuan Zhang, Qi Dou, Rui Liu, Aojun Zhou, Hongsheng Li
2025 J jnl
LM-Searcher: Cross-domain Neural Architecture Search with LLMs via Unified Numerical Encoding.
CoRR
Yuxuan Hu, Jihao Liu, Ke Wang, Jinliang Zhen, Weikang Shi, Manyuan Zhang, Qi Dou, Rui Liu, Aojun Zhou, Hongsheng Li
2025 J jnl
Learning Linearized Models from Nonlinear Systems under Initialization Constraints with Finite Data.
CoRR
Lei Xin, Baike She, Qi Dou, George Chiu, Shreyas Sundaram
2025 J jnl
Learning dissection trajectories from expert surgical videos via imitation learning with equivariant diffusion.
CoRR
Hongyu Wang, Yonghao Long, Yueyao Chen, Hon-Chi Yip, Markus Scheppach, Philip Wai Yan Chiu, Yeung Yam, Helen Mei-Ling Meng, Qi Dou
2025 J jnl
Learning dissection trajectories from expert surgical videos via imitation learning with equivariant diffusion.
Medical Image Anal.
Hongyu Wang, Yonghao Long, Yueyao Chen, Hon-Chi Yip, Markus Scheppach, Philip Wai Yan Chiu, Yeung Yam, Helen Mei-Ling Meng, Qi Dou
2025 J jnl
Learning linearized models from nonlinear systems under initialization constraints with finite data.
Autom.
Lei Xin, Baike She, Qi Dou, George T.-C. Chiu, Shreyas Sundaram
2025 J jnl
Medical Large Vision Language Models with Multi-Image Visual Ability.
CoRR
Xikai Yang, Juzheng Miao, Yuchen Yuan, Jiaze Wang, Qi Dou, Jinpeng Li, Pheng-Ann Heng
2025 — conf
Medical Large Vision Language Models with Multi-image Visual Ability.
MICCAI (5)
Xikai Yang, Juzheng Miao, Yuchen Yuan, Jiaze Wang, Qi Dou, Jinpeng Li, Pheng-Ann Heng
2025 J jnl
Multi-Organ Segmentation From Partially Labeled and Unaligned Multi-Modal MRI in Thyroid-Associated Orbitopathy.
IEEE J. Biomed. Health Informatics
Cheng Chen, Min Deng, Yuan Zhong, Jinyue Cai, Karen Kar Wun Chan, Qi Dou, Kelvin Kam Lung Chong, Pheng-Ann Heng, Winnie Chiu Wing Chu
2025 J jnl
On Robustness of Vision-Language-Action Model against Multi-Modal Perturbations.
CoRR
Jianing Guo, Zhenhong Wu, Chang Tu, Yiyao Ma, Xiangqi Kong, Zhiqian Liu, Jiaming Ji, Shuning Zhang, Yuanpei Chen, Kai Chen, Qi Dou, Yaodong Yang, Xianglong Liu, Huijie Zhao, Weifeng Lv, Simin Li
2025 J jnl
On-the-Fly Improving Segment Anything for Medical Image Segmentation Using Auxiliary Online Learning.
IEEE Trans. Medical Imaging
Tianyu Huang, Tao Zhou, Weidi Xie, Shuo Wang, Qi Dou, Yizhe Zhang
2025 J jnl
Small but Strong: Lightweight Architecture Improves Lung Nodule Detection and Segmentation.
Adv. Intell. Syst.
Lilu Liu, Xiuping Nie, Haojian Lu, Jian Hu, Qi Dou, Rong Xiong, Yue Wang
2025 J jnl
SurgVLM: A Large Vision-Language Model and Systematic Evaluation Benchmark for Surgical Intelligence.
CoRR
Zhitao Zeng, Zhu Zhuo, Xiaojun Jia, Erli Zhang, Junde Wu, Jiaan Zhang, Yuxuan Wang, Chang Han Low, Jian Jiang, Zilong Zheng, Xiaochun Cao, Yutong Ban, Qi Dou, Yang Liu, Yueming Jin
2025 — conf
Surgical Action Planning with Large Language Models.
MICCAI (9)
Mengya Xu, Zhongzhen Huang, Jie Zhang, Xiaofan Zhang, Qi Dou
2025 J jnl
Surgical Action Planning with Large Language Models.
CoRR
Mengya Xu, Zhongzhen Huang, Jie Zhang, Xiaofan Zhang, Qi Dou
2025 — conf
Surgical Key Step Recognition with Global-Local Modeling Mamba in Laparoscopic Pulmonary Lobectomy.
COLAS@MICCAI
Fengyue Guo, Chengkun Li, Bin Peng, Yonghao Long, Jialun Pei, Mengya Xu, Ziling He, Guangsuo Wang, Qi Dou
2025 J jnl
Surgical embodied intelligence for generalized task autonomy in laparoscopic robot-assisted surgery.
Sci. Robotics
Yonghao Long, Anran Lin, Derek Hang Chun Kwok, Lin Zhang, Zhenya Yang, Kejian Shi, Lei Song, Jiawei Fu, Hongbin Lin, Wang Wei, Kai Chen, Xiangyu Chu, Yang Hu, Hon-Chi Yip, Philip Wai Yan Chiu, Peter Kazanzides, Russell H. Taylor, Yun-Hui Liu, Zihan Chen, Zerui Wang, Kwok Wai Samuel Au, Qi Dou
2025 J jnl
ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing.
CoRR
Lingen Li, Guangzhi Wang, Zhaoxiang Zhang, Yaowei Li, Xiaoyu Li, Qi Dou, Jinwei Gu, Tianfan Xue, Ying Shan
2025 J jnl
Toward Reliable AR-Guided Surgical Navigation: Interactive Deformation Modeling With Data-Driven Biomechanics and Prompts.
IEEE Trans. Medical Imaging
Zheng Han, Jun Zhou, Jialun Pei, Jing Qin, Yingfang Fan, Qi Dou
2025 J jnl
Toward Reliable AR-Guided Surgical Navigation: Interactive Deformation Modeling with Data-Driven Biomechanics and Prompts.
CoRR
Zheng Han, Jun Zhou, Jialun Pei, Jing Qin, Yingfang Fan, Qi Dou
2025 J jnl
Toward Robust Medical Fairness: Debiased Dual-Modal Alignment via Text-Guided Attribute-Disentangled Prompt Learning for Vision-Language Models.
CoRR
Yuexuan Xia, Benteng Ma, Jiang He, Zhiyong Wang, Qi Dou, Yong Xia
2025 J jnl
UC-NeRF: Uncertainty-Aware Conditional Neural Radiance Fields From Endoscopic Sparse Views.
IEEE Trans. Medical Imaging
Jiaxin Guo, Jiangliu Wang, Ruofeng Wei, Di Kang, Qi Dou, Yun-Hui Liu
2025 J jnl
UCAgents: Unidirectional Convergence for Visual Evidence Anchored Multi-Agent Medical Decision-Making.
CoRR
Qianhan Feng, Zhongzhen Huang, Yakun Zhu, Xiaofan Zhang, Qi Dou
2025 J jnl
Vulnerable Agent Identification in Large-Scale Multi-Agent Reinforcement Learning.
CoRR
Simin Li, Yuwei Zheng, Zihao Mao, Linhao Wang, Ruixiao Xu, Chengdong Ma, Xin Yu, Yuqing Ma, Qi Dou, Xin Wang, Jie Luo, Bo An, Yaodong Yang, Weifeng Lv, Xianglong Liu
2025 J jnl
WonderVerse: Extendable 3D Scene Generation with Video Generative Models.
CoRR
Hao Feng, Zhi Zuo, Jia-Hui Pan, Ka-Hei Hui, Yihua Shao, Qi Dou, Wei Xie, Zhengzhe Liu
2025 J jnl
pFedFair: Towards Optimal Group Fairness-Accuracy Trade-off in Heterogeneous Federated Learning.
CoRR
Haoyu Lei, Shizhan Gong, Qi Dou, Farzan Farnia
2024 J jnl
3DSAM-adapter: Holistic adaptation of SAM from 2D to 3D for promptable tumor segmentation.
Medical Image Anal.
Shizhan Gong, Yuan Zhong, Wenao Ma, Jinpeng Li, Zhao Wang, Jingyang Zhang, Pheng-Ann Heng, Qi Dou
2024 J jnl
A Review on Organ Deformation Modeling Approaches for Reliable Surgical Navigation using Augmented Reality.
CoRR
Zheng Han, Qi Dou
2024 A conf
A Super-pixel-based Approach to the Stable Interpretation of Neural Networks.
BMVC
Shizhan Gong, Jingwei Zhang, Qi Dou, Farzan Farnia
2024 J jnl
A Super-pixel-based Approach to the Stable Interpretation of Neural Networks.
CoRR
Shizhan Gong, Jingwei Zhang, Qi Dou, Farzan Farnia
2024 J jnl
A Survey on Trustworthiness in Foundation Models for Medical Image Analysis.
CoRR
Congzhen Shi, Ryan Rezai, Jiaxi Yang, Qi Dou, Xiaoxiao Li
2024 A* conf
ANEDL: Adaptive Negative Evidential Deep Learning for Open-Set Semi-supervised Learning.
AAAI
Yang Yu, Danruo Deng, Furui Liu, Qi Dou, Yueming Jin, Guangyong Chen, Pheng-Ann Heng
2024 J jnl
Ada-Tracker: Soft Tissue Tracking via Inter-Frame and Adaptive-Template Matching.
CoRR
Jiaxin Guo, Jiangliu Wang, Zhaoshuo Li, Tongyu Jia, Qi Dou, Yun-Hui Liu
2024 A* conf
Ada-Tracker: Soft Tissue Tracking via Inter-Frame and Adaptive-template Matching.
ICRA
Jiaxin Guo, Jiangliu Wang, Zhaoshuo Li, Tongyu Jia, Qi Dou, Yun-Hui Liu
2024 — conf
Any-point Trajectory Modeling for Policy Learning.
Robotics: Science and Systems
Chuan Wen, Xingyu Lin, John Ian Reyes So, Kai Chen, Qi Dou, Yang Gao, Pieter Abbeel
2024 J jnl
Any-point Trajectory Modeling for Policy Learning.
CoRR
Chuan Wen, Xingyu Lin, John So, Kai Chen, Qi Dou, Yang Gao, Pieter Abbeel
2024 J jnl
Breast Cancer Classification From Digital Pathology Images via Connectivity-Aware Graph Transformer.
IEEE Trans. Medical Imaging
Kang Wang, Feiyang Zheng, Lan Cheng, Hong-Ning Dai, Qi Dou, Jing Qin
2024 J jnl
Causal Effect Estimation on Imaging and Clinical Data for Treatment Decision Support of Aneurysmal Subarachnoid Hemorrhage.
IEEE Trans. Medical Imaging
Wenao Ma, Cheng Chen, Yuqi Gong, Nga Yan Chan, Meirui Jiang, Calvin Hoi-Kwan Mak, Jill M. Abrigo, Qi Dou
2024 J jnl
CustomVideo: Customizing Text-to-Video Generation with Multiple Subjects.
CoRR
Zhao Wang, Aoxue Li, Enze Xie, Lingting Zhu, Yong Guo, Qi Dou, Zhenguo Li
2024 — conf
Deform3DGS: Flexible Deformation for Fast Surgical Scene Reconstruction with Gaussian Splatting.
MICCAI (6)
Shuojue Yang, Qian Li, Daiyun Shen, Bingchen Gong, Qi Dou, Yueming Jin
2024 J jnl
Deform3DGS: Flexible Deformation for Fast Surgical Scene Reconstruction with Gaussian Splatting.
CoRR
Shuojue Yang, Qian Li, Daiyun Shen, Bingchen Gong, Qi Dou, Yueming Jin
2024 J jnl
Design and Optimization of an Origami Gripper for Versatile Grasping and Manipulation.
Adv. Intell. Syst.
Hanwen Cao, Jianshu Zhou, Kai Chen, Qiguang He, Qi Dou, Yun-Hui Liu
2024 J jnl
Editorial for the Special Issue on the 2022 Medical Imaging with Deep Learning Conference.
Medical Image Anal.
Shadi Albarqouni, Christian F. Baumgartner, Qi Dou, Ender Konukoglu, Bjoern H. Menze, Archana Venkataraman
2024 J jnl
Efficient Data-driven Scene Simulation using Robotic Surgery Videos via Physics-embedded 3D Gaussians.
CoRR
Zhenya Yang, Kai Chen, Yonghao Long, Qi Dou
2024 J jnl
Efficient Deformable Tissue Reconstruction via Orthogonal Neural Plane.
IEEE Trans. Medical Imaging
Chen Yang, Kailing Wang, Yuehao Wang, Qi Dou, Xiaokang Yang, Wei Shen
2024 J jnl
Efficient EndoNeRF reconstruction and its application for data-driven surgical simulation.
Int. J. Comput. Assist. Radiol. Surg.
Yuehao Wang, Bingchen Gong, Yonghao Long, Siu Hin Fan, Qi Dou
2024 J jnl
Efficient Physically-based Simulation of Soft Bodies in Embodied Environment for Surgical Robot.
CoRR
Zhenya Yang, Yonghao Long, Kai Chen, Wang Wei, Qi Dou
2024 A conf
Efficient Transferability Assessment for Selection of Pre-trained Detectors.
WACV
Zhao Wang, Aoxue Li, Zhenguo Li, Qi Dou
2024 J jnl
Efficient Transferability Assessment for Selection of Pre-trained Detectors.
CoRR
Zhao Wang, Aoxue Li, Zhenguo Li, Qi Dou
2024 — conf
EndoGSLAM: Real-Time Dense Reconstruction and Tracking in Endoscopic Surgeries Using Gaussian Splatting.
MICCAI (6)
Kailing Wang, Chen Yang, Yuehao Wang, Sikuang Li, Yan Wang, Qi Dou, Xiaokang Yang, Wei Shen
2024 J jnl
EndoGSLAM: Real-Time Dense Reconstruction and Tracking in Endoscopic Surgeries using Gaussian Splatting.
CoRR
Kailing Wang, Chen Yang, Yuehao Wang, Sikuang Li, Yan Wang, Qi Dou, Xiaokang Yang, Wei Shen
2024 — conf
Enhanced Scale-Aware Depth Estimation for Monocular Endoscopic Scenes with Geometric Modeling.
MICCAI (6)
Ruofeng Wei, Bin Li, Kai Chen, Yiyao Ma, Yunhui Liu, Qi Dou
2024 J jnl
Enhanced Scale-aware Depth Estimation for Monocular Endoscopic Scenes with Geometric Modeling.
CoRR
Ruofeng Wei, Bin Li, Kai Chen, Yiyao Ma, Yun-Hui Liu, Qi Dou
2024 — conf
Enhancing Federated Learning Performance Fairness via Collaboration Graph-Based Reinforcement Learning.
MICCAI (10)
Yuexuan Xia, Benteng Ma, Qi Dou, Yong Xia
2024 A* conf
Ensemble Diversity Facilitates Adversarial Transferability.
CVPR
Bowen Tang, Zheng Wang, Yi Bin, Qi Dou, Yang Yang, Heng Tao Shen
2024 J jnl
Extended Reality With HMD-Assisted Guidance and Console 3D Overlay for Robotic Surgery Remote Mentoring.
IEEE Robotics Autom. Lett.
Chengkun Li, Yuqi Tong, Yonghao Long, Weixin Si, David Chun Man Yeung, Jason Ying-Kuen Chan, Qi Dou
2024 A* conf
FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models.
NeurIPS
Ruinan Jin, Zikang Xu, Yuan Zhong, Qingsong Yao, Qi Dou, S. Kevin Zhou, Xiaoxiao Li
2024 J jnl
FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models.
CoRR
Ruinan Jin, Zikang Xu, Yuan Zhong, Qiongsong Yao, Qi Dou, S. Kevin Zhou, Xiaoxiao Li
2024 J jnl
FedDBL: Communication and Data Efficient Federated Deep-Broad Learning for Histopathological Tissue Classification.
IEEE Trans. Cybern.
Tianpeng Deng, Yanqi Huang, Guoqiang Han, Zhenwei Shi, Jiatai Lin, Qi Dou, Zaiyi Liu, Xiao-jing Guo, C. L. Philip Chen, Chu Han
2024 J jnl
Federated learning as a catalyst for digital healthcare innovations.
Patterns
Guang Yang, Brandon Edwards, Spyridon Bakas, Qi Dou, Daguang Xu, Xiaoxiao Li, Wanying Wang
2024 J jnl
GMM-Based Heuristic Decision Framework for Safe Automated Laparoscope Control.
IEEE Robotics Autom. Lett.
Bin Li, Yiang Lu, Wei Chen, Bo Lu, Fangxun Zhong, Qi Dou, Yun-Hui Liu
2024 J jnl
Grounded Knowledge-Enhanced Medical VLP for Chest X-Ray.
CoRR
Qiao Deng, Zhongzhen Huang, Yunqi Wang, Zhichuan Wang, Zhao Wang, Xiaofan Zhang, Qi Dou, Yeung Yu Hui, Edward S. Hui
2024 A* conf
Heterogeneous Personalized Federated Learning by Local-Global Updates Mixing via Convergence Rate.
ICLR
Meirui Jiang, Anjie Le, Xiaoxiao Li, Qi Dou
2024 — conf
Holistic Consistency for Subject-Level Segmentation Quality Assessment in Medical Image Segmentation.
UNSURE@MICCAI
Yizhe Zhang, Tao Zhou, Qiang Chen, Qi Dou, Shuo Wang
2024 J jnl
Holistic-Motion2D: Scalable Whole-body Human Motion Generation in 2D Space.
CoRR
Yuan Wang, Zhao Wang, Junhao Gong, Di Huang, Tong He, Wanli Ouyang, Jile Jiao, Xuetao Feng, Qi Dou, Shixiang Tang, Dan Xu
2024 J jnl
Improving Segment Anything on the Fly: Auxiliary Online Learning and Adaptive Fusion for Medical Image Segmentation.
CoRR
Tianyu Huang, Tao Zhou, Weidi Xie, Shuo Wang, Qi Dou, Yizhe Zhang
2024 — conf
Incorporating Clinical Guidelines Through Adapting Multi-modal Large Language Model for Prostate Cancer PI-RADS Scoring.
MICCAI (5)
Tiantian Zhang, Manxi Lin, Hongda Guo, Xiaofan Zhang, Ka Fung Peter Chiu, Aasa Feragen, Qi Dou
2024 J jnl
Incorporating Clinical Guidelines through Adapting Multi-modal Large Language Model for Prostate Cancer PI-RADS Scoring.
CoRR
Tiantian Zhang, Manxi Lin, Hongda Guo, Xiaofan Zhang, Ka Fung Peter Chiu, Aasa Feragen, Qi Dou
2024 J jnl
Intelligent Shape Decoding of a Soft Optical Waveguide Sensor.
Adv. Intell. Syst.
Chi-hin Mak, Yingqi Li, Kui Wang, Mengjie Wu, Justin Di-Lang Ho, Qi Dou, Kam-Yim Sze, Kaspar Althoefer, Ka-Wai Kwok
2024 J jnl
Intelligent Shape Decoding of a Soft Optical Waveguide Sensor.
Adv. Intell. Syst.
Chi-hin Mak, Yingqi Li, Kui Wang, Mengjie Wu, Justin Di-Lang Ho, Qi Dou, Kam-Yim Sze, Kaspar Althoefer, Ka-Wai Kwok
2024 A* conf
Interactive Navigation in Environments with Traversable Obstacles Using Large Language and Vision-Language Models.
ICRA
Zhen Zhang, Anran Lin, Chun Wai Wong, Xiangyu Chu, Qi Dou, K. W. Samuel Au
2024 — conf
Language-Enhanced Local-Global Aggregation Network for Multi-organ Trauma Detection.
MICCAI (5)
Jianxun Yu, Qixin Hu, Meirui Jiang, Yaning Wang, Chin Ting Wong, Jing Wang, Huimao Zhang, Qi Dou
2024 A* conf
Local Superior Soups: A Catalyst for Model Merging in Cross-Silo Federated Learning.
NeurIPS
Minghui Chen, Meirui Jiang, Xin Zhang, Qi Dou, Zehua Wang, Xiaoxiao Li
2024 J jnl
Local Superior Soups: A Catalyst for Model Merging in Cross-Silo Federated Learning.
CoRR
Minghui Chen, Meirui Jiang, Xin Zhang, Qi Dou, Zehua Wang, Xiaoxiao Li
2024 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part I
MICCAI (1)
Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel
2024 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part II
MICCAI (2)
Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel
2024 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part III
MICCAI (3)
Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel
2024 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part IV
MICCAI (4)
Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel
2024 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part IX
MICCAI (9)
Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel
2024 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part V
MICCAI (5)
Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel
2024 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part VI
MICCAI (6)
Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel
2024 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part VII
MICCAI (7)
Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel
2024 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part VIII
MICCAI (8)
Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel
2024 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part X
MICCAI (10)
Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel
2024 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part XI
MICCAI (11)
Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel
2024 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part XII
MICCAI (12)
Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel
2024 A* conf
Multi-objective Cross-task Learning via Goal-conditioned GPT-based Decision Transformers for Surgical Robot Task Automation.
ICRA
Jiawei Fu, Yonghao Long, Kai Chen, Wang Wei, Qi Dou
2024 J jnl
Multi-objective Cross-task Learning via Goal-conditioned GPT-based Decision Transformers for Surgical Robot Task Automation.
CoRR
Jiawei Fu, Yonghao Long, Kai Chen, Wang Wei, Qi Dou
2024 J jnl
Multicontrast MRI Super-Resolution via Transformer-Empowered Multiscale Contextual Matching and Aggregation.
IEEE Trans. Neural Networks Learn. Syst.
Jun Lyu, Guangyuan Li, Chengyan Wang, Qing Cai, Qi Dou, David Zhang, Jing Qin
2024 J jnl
Open-Vocabulary Object Detection with Meta Prompt Representation and Instance Contrastive Optimization.
CoRR
Zhao Wang, Aoxue Li, Fengwei Zhou, Zhenguo Li, Qi Dou
2024 J jnl
OpenMEDLab: An Open-source Platform for Multi-modality Foundation Models in Medicine.
CoRR
Xiaosong Wang, Xiaofan Zhang, Guotai Wang, Junjun He, Zhongyu Li, Wentao Zhu, Yi Guo, Qi Dou, Xiaoxiao Li, Dequan Wang, Liang Hong, Qicheng Lao, Tong Ruan, Yukun Zhou, Yixue Li, Jie Zhao, Kang Li, Xin Sun, Lifeng Zhu, Shaoting Zhang
2024 A* conf
RGBManip: Monocular Image-based Robotic Manipulation through Active Object Pose Estimation.
ICRA
Boshi An, Yiran Geng, Kai Chen, Xiaoqi Li, Qi Dou, Hao Dong
2024 — conf
Robust Semi-supervised Multimodal Medical Image Segmentation via Cross Modality Collaboration.
MICCAI (1)
Xiaogen Zhon, Yiyou Sun, Min Deng, Winnie Chiu Wing Chu, Qi Dou
2024 J jnl
Robust Semi-supervised Multimodal Medical Image Segmentation via Cross Modality Collaboration.
CoRR
Xiaogen Zhon, Yiyou Sun, Min Deng, Winnie Chiu Wing Chu, Qi Dou
2024 J jnl
SegSTRONG-C: Segmenting Surgical Tools Robustly On Non-adversarial Generated Corruptions - An EndoVis'24 Challenge.
CoRR
Hao Ding, Tuxun Lu, Yuqian Zhang, Ruixing Liang, Hongchao Shu, Lalithkumar Seenivasan, Yonghao Long, Qi Dou, Cong Gao, Mathias Unberath
2024 — conf
Segmentation of Tiny Intracranial Hemorrhage Via Learning-to-Rank Local Feature Enhancement.
ISBI
Shizhan Gong, Yuan Zhong, Yuqi Gong, Nga Yan Chan, Wenao Ma, Calvin Hoi-Kwan Mak, Jill M. Abrigo, Qi Dou
2024 J jnl
Self-Supervised Cyclic Diffeomorphic Mapping for Soft Tissue Deformation Recovery in Robotic Surgery Scenes.
IEEE Trans. Medical Imaging
Shizhan Gong, Yonghao Long, Kai Chen, Jiaqi Liu, Yuliang Xiao, Alexis Cheng, Zerui Wang, Qi Dou
2024 — conf
Shape-Guided Configuration-Aware Learning for Endoscopic-Image-Based Pose Estimation of Flexible Robotic Instruments.
ECCV (22)
Yiyao Ma, Kai Chen, Hon-Sing Tong, Ruofeng Wei, Yui-Lun Ng, Ka-Wai Kwok, Qi Dou
2024 A* conf
Simultaneous Estimation of Shape and Force along Highly Deformable Surgical Manipulators Using Sparse FBG Measurement.
ICRA
Yiang Lu, Bin Li, Wei Chen, Junyan Yan, Shing Shin Cheng, Jiangliu Wang, Jianshu Zhou, Qi Dou, Yun-Hui Liu
2024 J jnl
Simultaneous Estimation of Shape and Force along Highly Deformable Surgical Manipulators Using Sparse FBG Measurement.
CoRR
Yiang Lu, Bin Li, Wei Chen, Junyan Yan, Shing Shin Cheng, Jiangliu Wang, Jianshu Zhou, Qi Dou, Yunhui Liu
2024 A* conf
Structured Gradient-Based Interpretations via Norm-Regularized Adversarial Training.
CVPR
Shizhan Gong, Qi Dou, Farzan Farnia
2024 J jnl
Structured Gradient-based Interpretations via Norm-Regularized Adversarial Training.
CoRR
Shizhan Gong, Qi Dou, Farzan Farnia
2024 — conf
Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models.
ECCV (18)
Jiaqi Xu, Mengyang Wu, Xiaohu You, Chi-Wing Fu, Qi Dou, Pheng-Ann Heng
2024 J jnl
Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models.
CoRR
Jiaqi Xu, Mengyang Wu, Xiaowei Hu, Chi-Wing Fu, Qi Dou, Pheng-Ann Heng
2024 J jnl
UC-NeRF: Uncertainty-aware Conditional Neural Radiance Fields from Endoscopic Sparse Views.
CoRR
Jiaxin Guo, Jiangliu Wang, Ruofeng Wei, Di Kang, Qi Dou, Yun-Hui Liu
2024 A* conf
Vision Foundation Model Enables Generalizable Object Pose Estimation.
NeurIPS
Kai Chen, Yiyao Ma, Xingyu Lin, Stephen James, Jianshu Zhou, Yun-Hui Liu, Pieter Abbeel, Qi Dou
2024 — conf
Weakly-Supervised Medical Image Segmentation with Gaze Annotations.
MICCAI (3)
Yuan Zhong, Chenhui Tang, Yumeng Yang, Ruoxi Qi, Kang Zhou, Yuqi Gong, Pheng-Ann Heng, Janet H. Hsiao, Qi Dou
2024 J jnl
Weakly-supervised Medical Image Segmentation with Gaze Annotations.
CoRR
Yuan Zhong, Chenhui Tang, Yumeng Yang, Ruoxi Qi, Kang Zhou, Yuqi Gong, Pheng-Ann Heng, Janet H. Hsiao, Qi Dou
2023 J jnl
3DSAM-adapter: Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation.
CoRR
Shizhan Gong, Yuan Zhong, Wenao Ma, Jinpeng Li, Zhao Wang, Jingyang Zhang, Pheng-Ann Heng, Qi Dou
2023 J jnl
Adaptive Negative Evidential Deep Learning for Open-set Semi-supervised Learning.
CoRR
Yang Yu, Danruo Deng, Furui Liu, Yueming Jin, Qi Dou, Guangyong Chen, Pheng-Ann Heng
2023 J jnl
Adaptive feature aggregation based multi-task learning for uncertainty-guided semi-supervised medical image segmentation.
Expert Syst. Appl.
Jun Lyu, Bin Sui, Chengyan Wang, Qi Dou, Jing Qin
2023 — conf
ArSDM: Colonoscopy Images Synthesis with Adaptive Refinement Semantic Diffusion Models.
MICCAI (2)
Yuhao Du, Yuncheng Jiang, Shuangyi Tan, Xusheng Wu, Qi Dou, Zhen Li, Guanbin Li, Xiang Wan
2023 J jnl
ArSDM: Colonoscopy Images Synthesis with Adaptive Refinement Semantic Diffusion Models.
CoRR
Yuhao Du, Yuncheng Jiang, Shuangyi Tan, Xusheng Wu, Qi Dou, Zhen Li, Guanbin Li, Xiang Wan
2023 J jnl
Automatic Multiparametric Magnetic Resonance Imaging-Based Prostate Lesions Assessment with Unsupervised Domain Adaptation.
Adv. Intell. Syst.
Jing Dai, Xiaomei Wang, Yingqi Li, Zhiyu Liu, Yui-Lun Ng, Jiaren Xiao, Joe King Man Fan, James Lam, Qi Dou, Varut Vardhanabhuti, Ka-Wai Kwok
2023 J jnl
Automatic Multiparametric Magnetic Resonance Imaging-Based Prostate Lesions Assessment with Unsupervised Domain Adaptation.
Adv. Intell. Syst.
Jing Dai, Xiaomei Wang, Yingqi Li, Zhiyu Liu, Yui-Lun Ng, Jiaren Xiao, Joe King Man Fan, James Lam, Qi Dou, Varut Vardhanabhuti, Ka-Wai Kwok
2023 A* conf
Autonomous Intelligent Navigation for Flexible Endoscopy Using Monocular Depth Guidance and 3-D Shape Planning.
ICRA
Yiang Lu, Ruofeng Wei, Bin Li, Wei Chen, Jianshu Zhou, Qi Dou, Dong Sun, Yun-Hui Liu
2023 J jnl
Autonomous Intelligent Navigation for Flexible Endoscopy Using Monocular Depth Guidance and 3-D Shape Planning.
CoRR
Yiang Lu, Ruofeng Wei, Bin Li, Wei Chen, Jianshu Zhou, Qi Dou, Dong Sun, Yunhui Liu
2023 — conf
Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging.
MICCAI (2)
Meirui Jiang, Yuan Zhong, Anjie Le, Xiaoxiao Li, Qi Dou
2023 J jnl
Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging.
CoRR
Meirui Jiang, Yuan Zhong, Anjie Le, Xiaoxiao Li, Qi Dou
2023 J jnl
Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark.
Medical Image Anal.
Martin Wagner, Beat P. Müller-Stich, Anna Kisilenko, Duc Tran, Patrick Heger, Lars Mündermann, David M. Lubotsky, Benjamin Müller, Tornike Davitashvili, Manuela Capek, Annika Reinke, Carissa Reid, Tong Yu, Armine Vardazaryan, Chinedu Innocent Nwoye, Nicolas Padoy, Xinyang Liu, Eungjoo Lee, Constantin Disch, Hans Meine, Tong Xia, Fucang Jia, Satoshi Kondo, Wolfgang Reiter, Yueming Jin, Yonghao Long, Meirui Jiang, Qi Dou, Pheng-Ann Heng, Isabell Twick, Kadir Kirtaç, Enes Hosgor, Jon Lindström Bolmgren, Michael Stenzel, Björn von Siemens, Long Zhao, Zhenxiao Ge, Haiming Sun, Di Xie, Mengqi Guo, Daochang Liu, Hannes Götz Kenngott, Felix Nickel, Moritz von Frankenberg, Franziska Mathis-Ullrich, Annette Kopp-Schneider, Lena Maier-Hein, Stefanie Speidel, Sebastian Bodenstedt
2023 A* conf
Deep Fusion Transformer Network with Weighted Vector-Wise Keypoints Voting for Robust 6D Object Pose Estimation.
ICCV
Jun Zhou, Kai Chen, Linlin Xu, Qi Dou, Jing Qin
2023 J jnl
Deep Fusion Transformer Network with Weighted Vector-Wise Keypoints Voting for Robust 6D Object Pose Estimation.
CoRR
Jun Zhou, Kai Chen, Linlin Xu, Qi Dou, Jing Qin
2023 A* conf
Demonstration-Guided Reinforcement Learning with Efficient Exploration for Task Automation of Surgical Robot.
ICRA
Tao Huang, Kai Chen, Bin Li, Yun-Hui Liu, Qi Dou
2023 J jnl
Demonstration-Guided Reinforcement Learning with Efficient Exploration for Task Automation of Surgical Robot.
CoRR
Tao Huang, Kai Chen, Bin Li, Yun-Hui Liu, Qi Dou
2023 — conf
Diffusion Model Based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift Quantification.
IPMI
Shizhan Gong, Cheng Chen, Yuqi Gong, Nga Yan Chan, Wenao Ma, Calvin Hoi-Kwan Mak, Jill M. Abrigo, Qi Dou
2023 J jnl
Diffusion Model based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift Quantification.
CoRR
Shizhan Gong, Cheng Chen, Yuqi Gong, Nga Yan Chan, Wenao Ma, Calvin Hoi-Kwan Mak, Jill M. Abrigo, Qi Dou
2023 J jnl
Domain Adaptive Graph Infomax via Conditional Adversarial Networks.
IEEE Trans. Netw. Sci. Eng.
Jiaren Xiao, Quanyu Dai, Xiaochen Xie, Qi Dou, Ka-Wai Kwok, James Lam
2023 J jnl
Efficient Deformable Tissue Reconstruction via Orthogonal Neural Plane.
CoRR
Chen Yang, Kailing Wang, Yuehao Wang, Qi Dou, Xiaokang Yang, Wei Shen
2023 J jnl
End-to-End Deep Visual Control for Mastering Needle-Picking Skills With World Models and Behavior Cloning.
CoRR
Hongbin Lin, Bin Li, Xiangyu Chu, Qi Dou, Yunhui Liu, Kwok Wai Samuel Au
2023 A conf
End-to-End Learning of Deep Visuomotor Policy for Needle Picking.
IROS
Hongbin Lin, Bin Li, Xiangyu Chu, Qi Dou, Yunhui Liu, Kwok Wai Samuel Au
2023 A* conf
Fair Federated Medical Image Segmentation via Client Contribution Estimation.
CVPR
Meirui Jiang, Holger R. Roth, Wenqi Li, Dong Yang, Can Zhao, Vishwesh Nath, Daguang Xu, Qi Dou, Ziyue Xu
2023 J jnl
Fair Federated Medical Image Segmentation via Client Contribution Estimation.
CoRR
Meirui Jiang, Holger R. Roth, Wenqi Li, Dong Yang, Can Zhao, Vishwesh Nath, Daguang Xu, Qi Dou, Ziyue Xu
2023 — conf
Fast Non-Markovian Diffusion Model for Weakly Supervised Anomaly Detection in Brain MR Images.
MICCAI (5)
Jinpeng Li, Hanqun Cao, Jiaze Wang, Furui Liu, Qi Dou, Guangyong Chen, Pheng-Ann Heng
2023 J jnl
FedDBL: Communication and Data Efficient Federated Deep-Broad Learning for Histopathological Tissue Classification.
CoRR
Tianpeng Deng, Yanqi Huang, Zhenwei Shi, Jiatai Lin, Qi Dou, Ke Zhao, Fangfang Liu, Yu-Mian Jia, Jin Wang, Bingchao Zhao, Changhong Liang, Zaiyi Liu, Xiao-jing Guo, Guoqiang Han, Xin Chen, Chu Han
2023 — conf
FedSoup: Improving Generalization and Personalization in Federated Learning via Selective Model Interpolation.
MICCAI (2)
Minghui Chen, Meirui Jiang, Qi Dou, Zehua Wang, Xiaoxiao Li
2023 J jnl
FedSoup: Improving Generalization and Personalization in Federated Learning via Selective Model Interpolation.
CoRR
Minghui Chen, Meirui Jiang, Qi Dou, Zehua Wang, Xiaoxiao Li
2023 A conf
Federated Domain Generalization for Image Recognition via Cross-Client Style Transfer.
WACV
Junming Chen, Meirui Jiang, Qi Dou, Qifeng Chen
2023 — conf
Foundation Model for Endoscopy Video Analysis via Large-Scale Self-supervised Pre-train.
MICCAI (9)
Zhao Wang, Chang Liu, Shaoting Zhang, Qi Dou
2023 J jnl
Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-train.
CoRR
Zhao Wang, Chang Liu, Shaoting Zhang, Qi Dou
2023 J jnl
Human-in-the-Loop Embodied Intelligence With Interactive Simulation Environment for Surgical Robot Learning.
IEEE Robotics Autom. Lett.
Yonghao Long, Wang Wei, Tao Huang, Yuehao Wang, Qi Dou
2023 J jnl
Human-in-the-loop Embodied Intelligence with Interactive Simulation Environment for Surgical Robot Learning.
CoRR
Yonghao Long, Wang Wei, Tao Huang, Yuehao Wang, Qi Dou
2023 J jnl
IJCARS-IPCAI 2023 special issue: conference information processing for computer-assisted interventions, 14th International Conference 2023 - part 1.
Int. J. Comput. Assist. Radiol. Surg.
Toby Collins, Qi Dou, Mathias Unberath
2023 J jnl
IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation.
IEEE Trans. Medical Imaging
Meirui Jiang, Hongzheng Yang, Cheng Chen, Qi Dou
2023 — conf
Imitation Learning from Expert Video Data for Dissection Trajectory Prediction in Endoscopic Surgical Procedure.
MICCAI (9)
Jianan Li, Yueming Jin, Yueyao Chen, Hon-Chi Yip, Markus Scheppach, Philip Wai Yan Chiu, Yeung Yam, Helen Mei-Ling Meng, Qi Dou
2023 J jnl
Interactive Navigation in Environments with Traversable Obstacles Using Large Language and Vision-Language Models.
CoRR
Zhen Zhang, Anran Lin, Chun Wai Wong, Xiangyu Chu, Qi Dou, K. W. Samuel Au
2023 J jnl
Joint Optimization of Class-Specific Training- and Test-Time Data Augmentation in Segmentation.
CoRR
Zeju Li, Konstantinos Kamnitsas, Qi Dou, Chen Qin, Ben Glocker
2023 J jnl
Joint Optimization of Class-Specific Training- and Test-Time Data Augmentation in Segmentation.
IEEE Trans. Medical Imaging
Zeju Li, Konstantinos Kamnitsas, Qi Dou, Chen Qin, Ben Glocker
2023 — conf
Learning Robust Classifier for Imbalanced Medical Image Dataset with Noisy Labels by Minimizing Invariant Risk.
MICCAI (6)
Jinpeng Li, Hanqun Cao, Jiaze Wang, Furui Liu, Qi Dou, Guangyong Chen, Pheng-Ann Heng
2023 — conf
On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal Representations.
IPMI
Wenlong Deng, Yuan Zhong, Qi Dou, Xiaoxiao Li
2023 J jnl
On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal Representations.
CoRR
Wenlong Deng, Yuan Zhong, Qi Dou, Xiaoxiao Li
2023 A conf
Open-Vocabulary Object Detection with Meta Prompt Representation and Instance Contrastive Optimization.
BMVC
Zhao Wang, Aoxue Li, Fengwei Zhou, Zhenguo Li, Qi Dou
2023 J jnl
PEg TRAnsfer Workflow recognition challenge report: Do multimodal data improve recognition?
Comput. Methods Programs Biomed.
Arnaud Huaulmé, Kanako Harada, Quang-Minh Nguyen, Bogyu Park, Seungbum Hong, Min-Kook Choi, Michael Peven, Yunshuang Li, Yonghao Long, Qi Dou, Satyadwyoom Kumar, Seenivasan Lalithkumar, Hongliang Ren, Hiroki Matsuzaki, Yuto Ishikawa, Yuriko Harai, Satoshi Kondo, Manoru Mitsuishi, Pierre Jannin
2023 J jnl
RGBManip: Monocular Image-based Robotic Manipulation through Active Object Pose Estimation.
CoRR
Boshi An, Yiran Geng, Kai Chen, Xiaoqi Li, Qi Dou, Hao Dong
2023 J jnl
RecolorNeRF: Layer Decomposed Radiance Field for Efficient Color Editing of 3D Scenes.
CoRR
Bingchen Gong, Yuehao Wang, Xiaoguang Han, Qi Dou
2023 A* conf
RecolorNeRF: Layer Decomposed Radiance Fields for Efficient Color Editing of 3D Scenes.
ACM Multimedia
Bingchen Gong, Yuehao Wang, Xiaoguang Han, Qi Dou
2023 J jnl
Region-focused multi-view transformer-based generative adversarial network for cardiac cine MRI reconstruction.
Medical Image Anal.
Jun Lyu, Guangyuan Li, Chengyan Wang, Chen Qin, Shuo Wang, Qi Dou, Jing Qin
2023 J jnl
Robotic surgery remote mentoring via AR with 3D scene streaming and hand interaction.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Yonghao Long, Chengkun Li, Qi Dou
2023 J jnl
SQA-SAM: Segmentation Quality Assessment for Medical Images Utilizing the Segment Anything Model.
CoRR
Yizhe Zhang, Shuo Wang, Tao Zhou, Qi Dou, Danny Z. Chen
2023 A* conf
SeamlessNeRF: Stitching Part NeRFs with Gradient Propagation.
SIGGRAPH Asia
Bingchen Gong, Yuehao Wang, Xiaoguang Han, Qi Dou
2023 J jnl
SeamlessNeRF: Stitching Part NeRFs with Gradient Propagation.
CoRR
Bingchen Gong, Yuehao Wang, Xiaoguang Han, Qi Dou
2023 J jnl
Stereo Dense Scene Reconstruction and Accurate Localization for Learning-Based Navigation of Laparoscope in Minimally Invasive Surgery.
IEEE Trans. Biomed. Eng.
Ruofeng Wei, Bin Li, Hangjie Mo, Bo Lu, Yonghao Long, Bohan Yang, Qi Dou, Yunhui Liu, Dong Sun
2023 A* conf
StereoPose: Category-Level 6D Transparent Object Pose Estimation from Stereo Images via Back-View NOCS.
ICRA
Kai Chen, Stephen James, Congying Sui, Yun-Hui Liu, Pieter Abbeel, Qi Dou
2023 J jnl
The Liver Tumor Segmentation Benchmark (LiTS).
Medical Image Anal.
Patrick Bilic, Patrick Ferdinand Christ, Hongwei Li, Eugene Vorontsov, Avi Ben-Cohen, Georgios Kaissis, Adi Szeskin, Colin Jacobs, Gabriel Efrain Humpire Mamani, Gabriel Chartrand, Fabian Lohöfer, Julian Walter Holch, Wieland H. Sommer, Felix Hofmann, Alexandre Hostettler, Naama Lev-Cohain, Michal Drozdzal, Michal Marianne Amitai, Refael Vivanti, Jacob Sosna, Ivan Ezhov, Anjany Sekuboyina, Fernando Navarro, Florian Kofler, Johannes C. Paetzold, Suprosanna Shit, Xiaobin Hu, Jana Lipková, Markus Rempfler, Marie Piraud, Jan Kirschke, Benedikt Wiestler, Zhiheng Zhang, Christian Hülsemeyer, Marcel Beetz, Florian Ettlinger, Michela Antonelli, Woong Bae, Miriam Bellver, Lei Bi, Hao Chen, Grzegorz Chlebus, Erik B. Dam, Qi Dou, Chi-Wing Fu, Bogdan Georgescu, Xavier Giró-i-Nieto, Felix Grün, Xu Han, Pheng-Ann Heng, Jürgen Hesser, Jan Hendrik Moltz, Christian Igel, Fabian Isensee, Paul Jäger, Fucang Jia, Krishna Chaitanya Kaluva, Mahendra Khened, Ildoo Kim, Jae-Hun Kim, Sungwoong Kim, Simon Kohl, Tomasz K. Konopczynski, Avinash Kori, Ganapathy Krishnamurthi, Fan Li, Hongchao Li, Junbo Li, Xiaomeng Li, John S. Lowengrub, Jun Ma, Klaus H. Maier-Hein, Kevis-Kokitsi Maninis, Hans Meine, Dorit Merhof, Akshay Pai, Mathias Perslev, Jens Petersen, Jordi Pont-Tuset, Jin Qi, Xiaojuan Qi, Oliver Rippel, Karsten Roth, Ignacio Sarasua, Andrea Schenk, Zengming Shen, Jordi Torres, Christian Wachinger, Chunliang Wang, Leon Weninger, Jianrong Wu, Daguang Xu, Xiaoping Yang, Simon Chun-Ho Yu, Yading Yuan, Miao Yue, Liping Zhang, Manuel Jorge Cardoso, Spyridon Bakas, Rickmer Braren, Volker Heinemann, Christopher Pal, An Tang, Samuel Kadoury, Luc Soler, Bram van Ginneken, Hayit Greenspan, Leo Joskowicz, Bjoern H. Menze
2023 — conf
Treatment Outcome Prediction for Intracerebral Hemorrhage via Generative Prognostic Model with Imaging and Tabular Data.
MICCAI (5)
Wenao Ma, Cheng Chen, Jill M. Abrigo, Calvin Hoi-Kwan Mak, Yuqi Gong, Nga Yan Chan, Chu Han, Zaiyi Liu, Qi Dou
2023 J jnl
Treatment Outcome Prediction for Intracerebral Hemorrhage via Generative Prognostic Model with Imaging and Tabular Data.
CoRR
Wenao Ma, Cheng Chen, Jill M. Abrigo, Calvin Hoi-Kwan Mak, Yuqi Gong, Nga Yan Chan, Chu Han, Zaiyi Liu, Qi Dou
2023 J jnl
Triplet attention and dual-pool contrastive learning for clinic-driven multi-label medical image classification.
Medical Image Anal.
Yuhan Zhang, Luyang Luo, Qi Dou, Pheng-Ann Heng
2023 A* conf
Two-Stage Grasping: A New Bin Picking Framework for Small Objects.
ICRA
Hanwen Cao, Jianshu Zhou, Junda Huang, Yichuan Li, Ng Cheng Meng, Rui Cao, Qi Dou, Yunhui Liu
2023 J jnl
Two-Stage Grasping: A New Bin Picking Framework for Small Objects.
CoRR
Hanwen Cao, Jianshu Zhou, Junda Huang, Yichuan Li, Ng Cheng Meng, Rui Cao, Qi Dou, Yunhui Liu
2023 A* conf
Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization.
NeurIPS
Hongzheng Yang, Cheng Chen, Yueyao Chen, Markus Scheppach, Hon-Chi Yip, Qi Dou
2023 J jnl
Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization.
CoRR
Hongzheng Yang, Cheng Chen, Yueyao Chen, Markus Scheppach, Hon-Chi Yip, Qi Dou
2023 A conf
Value-Informed Skill Chaining for Policy Learning of Long-Horizon Tasks with Surgical Robot.
IROS
Tao Huang, Kai Chen, Wang Wei, Jianan Li, Yonghao Long, Qi Dou
2023 J jnl
Value-Informed Skill Chaining for Policy Learning of Long-Horizon Tasks with Surgical Robot.
CoRR
Tao Huang, Kai Chen, Wang Wei, Jianan Li, Yonghao Long, Qi Dou
2023 A* conf
Video Dehazing via a Multi-Range Temporal Alignment Network with Physical Prior.
CVPR
Jiaqi Xu, Xiaowei Hu, Lei Zhu, Qi Dou, Jifeng Dai, Yu Qiao, Pheng-Ann Heng
2023 J jnl
Video Dehazing via a Multi-Range Temporal Alignment Network with Physical Prior.
CoRR
Jiaqi Xu, Xiaowei Hu, Lei Zhu, Qi Dou, Jifeng Dai, Yu Qiao, Pheng-Ann Heng
2023 A conf
Visual-Kinematics Graph Learning for Procedure-Agnostic Instrument Tip Segmentation in Robotic Surgeries.
IROS
Jiaqi Liu, Yonghao Long, Kai Chen, Cheuk Hei Leung, Zerui Wang, Qi Dou
2023 J jnl
Visual-Kinematics Graph Learning for Procedure-agnostic Instrument Tip Segmentation in Robotic Surgeries.
CoRR
Jiaqi Liu, Yonghao Long, Kai Chen, Cheuk Hei Leung, Zerui Wang, Qi Dou
2022 A* conf
3D Perception based Imitation Learning under Limited Demonstration for Laparoscope Control in Robotic Surgery.
ICRA
Bin Li, Ruofeng Wei, Jiaqi Xu, Bo Lu, Chi Hang Yee, Chi-Fai Ng, Pheng-Ann Heng, Qi Dou, Yun-Hui Liu
2022 J jnl
3D Perception based Imitation Learning under Limited Demonstration for Laparoscope Control in Robotic Surgery.
CoRR
Bin Li, Ruofeng Wei, Jiaqi Xu, Bo Lu, Chi Hang Yee, Chi-Fai Ng, Pheng-Ann Heng, Qi Dou, Yun-Hui Liu
2022 J jnl
A Sim-to-Real Object Recognition and Localization Framework for Industrial Robotic Bin Picking.
IEEE Robotics Autom. Lett.
Xianzhi Li, Rui Cao, Yidan Feng, Kai Chen, Biqi Yang, Chi-Wing Fu, Yichuan Li, Qi Dou, Yun-Hui Liu, Pheng-Ann Heng
2022 J jnl
Author Correction: Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study.
npj Digit. Medicine
Qi Dou, Tiffany Y. So, Meirui Jiang, Quande Liu, Varut Vardhanabhuti, Georgios Kaissis, Zeju Li, Weixin Si, Heather H. C. Lee, Kevin Yu, Zuxin Feng, Li Dong, Egon Burian, Friederike Jungmann, Rickmer Braren, Marcus R. Makowski, Bernhard Kainz, Daniel Rueckert, Ben Glocker, Simon C. H. Yu, Pheng-Ann Heng
2022 — conf
AutoLaparo: A New Dataset of Integrated Multi-tasks for Image-guided Surgical Automation in Laparoscopic Hysterectomy.
MICCAI (8)
Ziyi Wang, Bo Lu, Yonghao Long, Fangxun Zhong, Tak Hong Cheung, Qi Dou, Yunhui Liu
2022 J jnl
AutoLaparo: A New Dataset of Integrated Multi-tasks for Image-guided Surgical Automation in Laparoscopic Hysterectomy.
CoRR
Ziyi Wang, Bo Lu, Yonghao Long, Fangxun Zhong, Tak Hong Cheung, Qi Dou, Yunhui Liu
2022 J jnl
Autonomous environment-adaptive microrobot swarm navigation enabled by deep learning-based real-time distribution planning.
Nat. Mach. Intell.
Lidong Yang, Jialin Jiang, Xiaojie Gao, Qinglong Wang, Qi Dou, Li Zhang
2022 J jnl
DLTTA: Dynamic Learning Rate for Test-Time Adaptation on Cross-Domain Medical Images.
IEEE Trans. Medical Imaging
Hongzheng Yang, Cheng Chen, Meirui Jiang, Quande Liu, Jianfeng Cao, Pheng-Ann Heng, Qi Dou
2022 J jnl
DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images.
CoRR
Hongzheng Yang, Cheng Chen, Meirui Jiang, Quande Liu, Jianfeng Cao, Pheng-Ann Heng, Qi Dou
2022 A conf
Distilled Visual and Robot Kinematics Embeddings for Metric Depth Estimation in Monocular Scene Reconstruction.
IROS
Ruofeng Wei, Bin Li, Hangjie Mo, Fangxun Zhong, Yonghao Long, Qi Dou, Yun-Hui Liu, Dong Sun
2022 J jnl
Distilled Visual and Robot Kinematics Embeddings for Metric Depth Estimation in Monocular Scene Reconstruction.
CoRR
Ruofeng Wei, Bin Li, Hangjie Mo, Fangxun Zhong, Yonghao Long, Qi Dou, Yun-Hui Liu, Dong Sun
2022 — ed.
Domain Adaptation and Representation Transfer - 4th MICCAI Workshop, DART 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings
DART@MICCAI
Konstantinos Kamnitsas, Lisa M. Koch, Mobarakol Islam, Ziyue Xu, Manuel Jorge Cardoso, Qi Dou, Nicola Rieke, Sotirios A. Tsaftaris
2022 — conf
DuDoCAF: Dual-Domain Cross-Attention Fusion with Recurrent Transformer for Fast Multi-contrast MR Imaging.
MICCAI (6)
Jun Lyu, Bin Sui, Chengyan Wang, Yapeng Tian, Qi Dou, Jing Qin
2022 — conf
Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance.
MICCAI (3)
Meirui Jiang, Hongzheng Yang, Xiaoxiao Li, Quande Liu, Pheng-Ann Heng, Qi Dou
2022 J jnl
Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance.
CoRR
Meirui Jiang, Hongzheng Yang, Xiaoxiao Li, Quande Liu, Pheng-Ann Heng, Qi Dou
2022 — conf
Efficient Federated Tumor Segmentation via Parameter Distance Weighted Aggregation and Client Pruning.
BrainLes@MICCAI (2)
Meirui Jiang, Hongzheng Yang, Xiaofan Zhang, Shaoting Zhang, Qi Dou
2022 J jnl
Federated Domain Generalization for Image Recognition via Cross-Client Style Transfer.
CoRR
Junming Chen, Meirui Jiang, Qi Dou, Qifeng Chen
2022 J jnl
Federated Learning from Only Unlabeled Data with Class-Conditional-Sharing Clients.
CoRR
Nan Lu, Zhao Wang, Xiaoxiao Li, Gang Niu, Qi Dou, Masashi Sugiyama
2022 A* conf
Federated Learning from Only Unlabeled Data with Class-conditional-sharing Clients.
ICLR
Nan Lu, Zhao Wang, Xiaoxiao Li, Gang Niu, Qi Dou, Masashi Sugiyama
2022 — conf
Flat-Aware Cross-Stage Distilled Framework for Imbalanced Medical Image Classification.
MICCAI (3)
Jinpeng Li, Guangyong Chen, Hangyu Mao, Danruo Deng, Dong Li, Jianye Hao, Qi Dou, Pheng-Ann Heng
2022 A* conf
HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images.
AAAI
Meirui Jiang, Zirui Wang, Qi Dou
2022 J jnl
IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation.
CoRR
Meirui Jiang, Hongzheng Yang, Cheng Chen, Qi Dou
2022 — conf
Integrating Artificial Intelligence and Augmented Reality in Robotic Surgery: An Initial dVRK Study Using a Surgical Education Scenario.
ISMR
Yonghao Long, Jianfeng Cao, Anton Deguet, Russell H. Taylor, Qi Dou
2022 J jnl
Integrating Artificial Intelligence and Augmented Reality in Robotic Surgery: An Initial dVRK Study Using a Surgical Education Scenario.
CoRR
Yonghao Long, Jianfeng Cao, Anton Deguet, Russell H. Taylor, Qi Dou
2022 — ed.
International Conference on Medical Imaging with Deep Learning, MIDL 2022, 6-8 July 2022, Zurich, Switzerland.
MIDL
Ender Konukoglu, Bjoern H. Menze, Archana Venkataraman, Christian F. Baumgartner, Qi Dou, Shadi Albarqouni
2022 J jnl
Learning Deep Nets for Gravitational Dynamics with Unknown Disturbance through Physical Knowledge Distillation: Initial Feasibility Study.
CoRR
Hongbin Lin, Qian Gao, Xiangyu Chu, Qi Dou, Anton Deguet, Peter Kazanzides, K. W. Samuel Au
2022 J jnl
Learning Laparoscope Actions via Video Features for Proactive Robotic Field-of-View Control.
IEEE Robotics Autom. Lett.
Bin Li, Bo Lu, Ziyi Wang, Fangxun Zhong, Qi Dou, Yun-Hui Liu
2022 J jnl
Learning With Privileged Multimodal Knowledge for Unimodal Segmentation.
IEEE Trans. Medical Imaging
Cheng Chen, Qi Dou, Yueming Jin, Quande Liu, Pheng-Ann Heng
2022 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 - 25th International Conference, Singapore, September 18-22, 2022, Proceedings, Part I
MICCAI (1)
Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li
2022 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 - 25th International Conference, Singapore, September 18-22, 2022, Proceedings, Part II
MICCAI (2)
Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li
2022 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 - 25th International Conference, Singapore, September 18-22, 2022, Proceedings, Part III
MICCAI (3)
Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li
2022 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 - 25th International Conference, Singapore, September 18-22, 2022, Proceedings, Part IV
MICCAI (4)
Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li
2022 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 - 25th International Conference, Singapore, September 18-22, 2022, Proceedings, Part V
MICCAI (5)
Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li
2022 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 - 25th International Conference, Singapore, September 18-22, 2022, Proceedings, Part VI
MICCAI (6)
Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li
2022 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 - 25th International Conference, Singapore, September 18-22, 2022, Proceedings, Part VII
MICCAI (8)
Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li
2022 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 - 25th International Conference, Singapore, September 18-22, 2022, Proceedings, Part VIII
MICCAI (8)
Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li
2022 — conf
Neural Rendering for Stereo 3D Reconstruction of Deformable Tissues in Robotic Surgery.
MICCAI (8)
Yuehao Wang, Yonghao Long, Siu Hin Fan, Qi Dou
2022 J jnl
Neural Rendering for Stereo 3D Reconstruction of Deformable Tissues in Robotic Surgery.
CoRR
Yuehao Wang, Yonghao Long, Siu Hin Fan, Qi Dou
2022 J jnl
PEg TRAnsfer Workflow recognition challenge report: Does multi-modal data improve recognition?
CoRR
Arnaud Huaulmé, Kanako Harada, Quang-Minh Nguyen, Bogyu Park, Seungbum Hong, Min-Kook Choi, Michael Peven, Yunshuang Li, Yonghao Long, Qi Dou, Satyadwyoom Kumar, Seenivasan Lalithkumar, Hongliang Ren, Hiroki Matsuzaki, Yuto Ishikawa, Yuriko Harai, Satoshi Kondo, Mamoru Mitsuishi, Pierre Jannin
2022 A conf
Pseudo-label Guided Cross-video Pixel Contrast for Robotic Surgical Scene Segmentation with Limited Annotations.
IROS
Yang Yu, Zixu Zhao, Yueming Jin, Guangyong Chen, Qi Dou, Pheng-Ann Heng
2022 J jnl
Pseudo-label Guided Cross-video Pixel Contrast for Robotic Surgical Scene Segmentation with Limited Annotations.
CoRR
Yang Yu, Zixu Zhao, Yueming Jin, Guangyong Chen, Qi Dou, Pheng-Ann Heng
2022 — conf
Rapid Model Transfer for Medical Image Segmentation Via Iterative Human-in-the-Loop Update: from Labelled Public to Unlabelled Clinical Datasets for Multi-Organ Segmentation in CT.
ISBI
Wenao Ma, Shuang Zheng, Lei Zhang, Huimao Zhang, Qi Dou
2022 J jnl
Rapid model transfer for medical image segmentation via iterative human-in-the-loop update: from labelled public to unlabelled clinical datasets for multi-organ segmentation in CT.
CoRR
Wenao Ma, Shuang Zheng, Lei Zhang, Huimao Zhang, Qi Dou
2022 J jnl
Robotic Surgery Remote Mentoring via AR with 3D Scene Streaming and Hand Interaction.
CoRR
Yonghao Long, Chengkun Li, Qi Dou
2022 — conf
Robust Cardiac MRI Segmentation with Data-Centric Models to Improve Performance via Intensive Pre-training and Augmentation.
STACOM@MICCAI
Shizhan Gong, Weitao Lu, Jize Xie, Xiaofan Zhang, Shaoting Zhang, Qi Dou
2022 J jnl
Robust Data-Driven 3-D Shape Servoing of Unmodeled Continuum Robots Using FBG Sensors in Unstructured Environments.
CoRR
Yiang Lu, Wei Chen, Bo Lu, Jianshu Zhou, Zhi Chen, Qi Dou, Yun-Hui Liu
2022 J jnl
Robust Medical Image Classification From Noisy Labeled Data With Global and Local Representation Guided Co-Training.
IEEE Trans. Medical Imaging
Cheng Xue, Lequan Yu, Pengfei Chen, Qi Dou, Pheng-Ann Heng
2022 J jnl
Robust Medical Image Classification from Noisy Labeled Data with Global and Local Representation Guided Co-training.
CoRR
Cheng Xue, Lequan Yu, Pengfei Chen, Qi Dou, Pheng-Ann Heng
2022 A conf
SESR: Self-Ensembling Sim-to-Real Instance Segmentation for Auto-Store Bin Picking.
IROS
Biqi Yang, Xiaojie Gao, Kai Chen, Rui Cao, Yidan Feng, Xianzhi Li, Qi Dou, Chi-Wing Fu, Yun-Hui Liu, Pheng-Ann Heng
2022 — conf
Sim-to-Real 6D Object Pose Estimation via Iterative Self-training for Robotic Bin Picking.
ECCV (39)
Kai Chen, Rui Cao, Stephen James, Yichuan Li, Yun-Hui Liu, Pieter Abbeel, Qi Dou
2022 J jnl
Sim-to-Real 6D Object Pose Estimation via Iterative Self-training for Robotic Bin-picking.
CoRR
Kai Chen, Rui Cao, Stephen James, Yichuan Li, Yun-Hui Liu, Pieter Abbeel, Qi Dou
2022 A* conf
Single-Domain Generalization in Medical Image Segmentation via Test-Time Adaptation from Shape Dictionary.
AAAI
Quande Liu, Cheng Chen, Qi Dou, Pheng-Ann Heng
2022 J jnl
Single-domain Generalization in Medical Image Segmentation via Test-time Adaptation from Shape Dictionary.
CoRR
Quande Liu, Cheng Chen, Qi Dou, Pheng-Ann Heng
2022 J jnl
Special issue on 2021 augmented environments for computer-assisted interventions (AE-CAI): guest editors' foreword.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Cristian A. Linte, Elvis C. S. Chen, Qi Dou, Simon Drouin, Marta Kersten-Oertel, A. Jonathan McLeod, Duygu Sarikaya, Ziv Yaniv
2022 — conf
Speech-Vision Based Multi-Modal AI Control of a Magnetic Anchored and Actuated Endoscope.
ROBIO
Jixiu Li, Yisen Huang, Wing Yin Ng, Truman Cheng, Xixin Wu, Qi Dou, Helen Meng, Pheng-Ann Heng, Yunhui Liu, Shannon Melissa Chan, David Navarro-Alarcon, Calvin Sze Hang Ng, Philip Wai Yan Chiu, Zheng Li
2022 J jnl
StereoPose: Category-Level 6D Transparent Object Pose Estimation from Stereo Images via Back-View NOCS.
CoRR
Kai Chen, Stephen James, Congying Sui, Yun-Hui Liu, Pieter Abbeel, Qi Dou
2022 — conf
Tackling Long-Tailed Category Distribution Under Domain Shifts.
ECCV (23)
Xiao Gu, Yao Guo, Zeju Li, Jianing Qiu, Qi Dou, Yuxuan Liu, Benny Lo, Guang-Zhong Yang
2022 J jnl
Tackling Long-Tailed Category Distribution Under Domain Shifts.
CoRR
Xiao Gu, Yao Guo, Zeju Li, Jianing Qiu, Qi Dou, Yuxuan Liu, Benny Lo, Guang-Zhong Yang
2022 — conf
Test-Time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift.
MICCAI (3)
Wenao Ma, Cheng Chen, Shuang Zheng, Jing Qin, Huimao Zhang, Qi Dou
2022 J jnl
Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift.
CoRR
Wenao Ma, Cheng Chen, Shuang Zheng, Jing Qin, Huimao Zhang, Qi Dou
2022 J jnl
Toward Image-Guided Automated Suture Grasping Under Complex Environments: A Learning-Enabled and Optimization-Based Holistic Framework.
IEEE Trans Autom. Sci. Eng.
Bo Lu, Bin Li, Wei Chen, Yueming Jin, Zixu Zhao, Qi Dou, Pheng-Ann Heng, Yunhui Liu
2022 A* conf
Towards Robust Part-aware Instance Segmentation for Industrial Bin Picking.
ICRA
Yidan Feng, Biqi Yang, Xianzhi Li, Chi-Wing Fu, Rui Cao, Kai Chen, Qi Dou, Mingqiang Wei, Yun-Hui Liu, Pheng-Ann Heng
2022 J jnl
Towards Robust Part-aware Instance Segmentation for Industrial Bin Picking.
CoRR
Yidan Feng, Biqi Yang, Xianzhi Li, Chi-Wing Fu, Rui Cao, Kai Chen, Qi Dou, Mingqiang Wei, Yun-Hui Liu, Pheng-Ann Heng
2022 J jnl
Trans-SVNet: hybrid embedding aggregation Transformer for surgical workflow analysis.
Int. J. Comput. Assist. Radiol. Surg.
Yueming Jin, Yonghao Long, Xiaojie Gao, Danail Stoyanov, Qi Dou, Pheng-Ann Heng
2022 A* conf
Transformer-empowered Multi-scale Contextual Matching and Aggregation for Multi-contrast MRI Super-resolution.
CVPR
Guangyuan Li, Jun Lv, Yapeng Tian, Qi Dou, Chengyan Wang, Chenliang Xu, Jing Qin
2022 J jnl
Transformer-empowered Multi-scale Contextual Matching and Aggregation for Multi-contrast MRI Super-resolution.
CoRR
Guangyuan Li, Jun Lv, Yapeng Tian, Qi Dou, Chengyan Wang, Chenliang Xu, Jing Qin
2022 J jnl
Unsupervised feature disentanglement for video retrieval in minimally invasive surgery.
Medical Image Anal.
Ziyi Wang, Bo Lu, Xiaojie Gao, Yueming Jin, Zerui Wang, Tak Hong Cheung, Pheng-Ann Heng, Qi Dou, Yunhui Liu
2022 — conf
WavTrans: Synergizing Wavelet and Cross-Attention Transformer for Multi-contrast MRI Super-Resolution.
MICCAI (6)
Guangyuan Li, Jun Lyu, Chengyan Wang, Qi Dou, Jing Qin
2022 J jnl
Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021.
CoRR
Carole H. Sudre, Kimberlin M. H. van Wijnen, Florian Dubost, Hieab Adams, David Atkinson, Frederik Barkhof, Mahlet A. Birhanu, Esther E. Bron, Robin Camarasa, Nish Chaturvedi, Yuan Chen, Zihao Chen, Shuai Chen, Qi Dou, Tavia E. Evans, Ivan Ezhov, Haojun Gao, Marta Gironés-Sangüesa, Juan Domingo Gispert, Beatriz Gomez Anson, Alun D. Hughes, Mohammad Arfan Ikram, Silvia Ingala, Hans Rolf Jäger, Florian Kofler, Hugo J. Kuijf, Denis Kutnar, Minho Lee, Bo Li, Luigi Lorenzini, Bjoern H. Menze, José Luis Molinuevo, Yiwei Pan, Élodie Puybareau, Rafael Rehwald, Ruisheng Su, Pengcheng Shi, Lorna Smith, Therese Tillin, Guillaume Tochon, Hélène Urien, Bas H. M. van der Velden, Isabelle F. van der Velpen, Benedikt Wiestler, Frank J. Wolters, Pinar Yilmaz, Marius de Groot, Meike W. Vernooij, Marleen de Bruijne
2021 J jnl
3-D RoI-Aware U-Net for Accurate and Efficient Colorectal Tumor Segmentation.
IEEE Trans. Cybern.
Yi-Jie Huang, Qi Dou, Zi-Xian Wang, Li-Zhi Liu, Ying Jin, Chao-Feng Li, Lisheng Wang, Hao Chen, Rui-Hua Xu
2021 A conf
Accurate Grid Keypoint Learning for Efficient Video Prediction.
IROS
Xiaojie Gao, Yueming Jin, Qi Dou, Chi-Wing Fu, Pheng-Ann Heng
2021 J jnl
Accurate Grid Keypoint Learning for Efficient Video Prediction.
CoRR
Xiaojie Gao, Yueming Jin, Qi Dou, Chi-Wing Fu, Pheng-Ann Heng
2021 J jnl
Accurate instance segmentation of surgical instruments in robotic surgery: model refinement and cross-dataset evaluation.
Int. J. Comput. Assist. Radiol. Surg.
Xiaowen Kong, Yueming Jin, Qi Dou, Ziyi Wang, Zerui Wang, Bo Lu, Erbao Dong, Yun-Hui Liu, Dong Sun
2021 J jnl
Anchor-guided online meta adaptation for fast one-Shot instrument segmentation from robotic surgical videos.
Medical Image Anal.
Zixu Zhao, Yueming Jin, Junming Chen, Bo Lu, Chi-Fai Ng, Yun-Hui Liu, Qi Dou, Pheng-Ann Heng
2021 J jnl
Cascaded Robust Learning at Imperfect Labels for Chest X-ray Segmentation.
CoRR
Cheng Xue, Qiao Deng, Xiaomeng Li, Qi Dou, Pheng-Ann Heng
2021 A conf
Category-Level 6D Object Pose Estimation via Cascaded Relation and Recurrent Reconstruction Networks.
IROS
Jiaze Wang, Kai Chen, Qi Dou
2021 J jnl
Category-Level 6D Object Pose Estimation via Cascaded Relation and Recurrent Reconstruction Networks.
CoRR
Jiaze Wang, Kai Chen, Qi Dou
2021 J jnl
Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark.
CoRR
Martin Wagner, Beat Peter Müller-Stich, Anna Kisilenko, Duc Tran, Patrick Heger, Lars Mündermann, David M. Lubotsky, Benjamin Müller, Tornike Davitashvili, Manuela Capek, Annika Reinke, Tong Yu, Armine Vardazaryan, Chinedu Innocent Nwoye, Nicolas Padoy, Xinyang Liu, Eungjoo Lee, Constantin Disch, Hans Meine, Tong Xia, Fucang Jia, Satoshi Kondo, Wolfgang Reiter, Yueming Jin, Yonghao Long, Meirui Jiang, Qi Dou, Pheng-Ann Heng, Isabell Twick, Kadir Kirtaç, Enes Hosgor, Jon Lindström Bolmgren, Michael Stenzel, Björn von Siemens, Hannes Götz Kenngott, Felix Nickel, Moritz von Frankenberg, Franziska Mathis-Ullrich, Lena Maier-Hein, Stefanie Speidel, Sebastian Bodenstedt
2021 A* conf
Data-driven Holistic Framework for Automated Laparoscope Optimal View Control with Learning-based Depth Perception.
ICRA
Bin Li, Bo Lu, Yiang Lu, Qi Dou, Yun-Hui Liu
2021 — ed.
Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health - Third MICCAI Workshop, DART 2021, and First MICCAI Workshop, FAIR 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27 and October 1, 2021, Proceedings
DART/FAIR@MICCAI
Shadi Albarqouni, Manuel Jorge Cardoso, Qi Dou, Konstantinos Kamnitsas, Bishesh Khanal, Islem Rekik, Nicola Rieke, Debdoot Sheet, Sotirios A. Tsaftaris, Daguang Xu, Ziyue Xu
2021 A conf
Domain Adaptive Robotic Gesture Recognition with Unsupervised Kinematic-Visual Data Alignment.
IROS
Xueying Shi, Yueming Jin, Qi Dou, Jing Qin, Pheng-Ann Heng
2021 J jnl
Domain Adaptive Robotic Gesture Recognition with Unsupervised Kinematic-Visual Data Alignment.
CoRR
Xueying Shi, Yueming Jin, Qi Dou, Jing Qin, Pheng-Ann Heng
2021 — conf
E-DSSR: Efficient Dynamic Surgical Scene Reconstruction with Transformer-Based Stereoscopic Depth Perception.
MICCAI (4)
Yonghao Long, Zhaoshuo Li, Chi Hang Yee, Chi-Fai Ng, Russell H. Taylor, Mathias Unberath, Qi Dou
2021 J jnl
E-DSSR: Efficient Dynamic Surgical Scene Reconstruction with Transformer-based Stereoscopic Depth Perception.
CoRR
Yonghao Long, Zhaoshuo Li, Chi Hang Yee, Chi-Fai Ng, Russell H. Taylor, Mathias Unberath, Qi Dou
2021 — conf
Efficient Federated Tumor Segmentation via Normalized Tensor Aggregation and Client Pruning.
BrainLes@MICCAI (2)
Youtan Yin, Hongzheng Yang, Quande Liu, Meirui Jiang, Cheng Chen, Qi Dou, Pheng-Ann Heng
2021 A* conf
FedBN: Federated Learning on Non-IID Features via Local Batch Normalization.
ICLR
Xiaoxiao Li, Meirui Jiang, Xiaofei Zhang, Michael Kamp, Qi Dou
2021 J jnl
FedBN: Federated Learning on Non-IID Features via Local Batch Normalization.
CoRR
Xiaoxiao Li, Meirui Jiang, Xiaofei Zhang, Michael Kamp, Qi Dou
2021 A* conf
FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space.
CVPR
Quande Liu, Cheng Chen, Jing Qin, Qi Dou, Pheng-Ann Heng
2021 J jnl
FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space.
CoRR
Quande Liu, Cheng Chen, Jing Qin, Qi Dou, Pheng-Ann Heng
2021 — conf
Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching.
MICCAI (3)
Quande Liu, Hongzheng Yang, Qi Dou, Pheng-Ann Heng
2021 J jnl
Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching.
CoRR
Quande Liu, Hongzheng Yang, Qi Dou, Pheng-Ann Heng
2021 J jnl
Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study.
npj Digit. Medicine
Qi Dou, Tiffany Y. So, Meirui Jiang, Quande Liu, Varut Vardhanabhuti, Georgios Kaissis, Zeju Li, Weixin Si, Heather H. C. Lee, Kevin Yu, Zuxin Feng, Li Dong, Egon Burian, Friederike Jungmann, Rickmer Braren, Marcus R. Makowski, Bernhard Kainz, Daniel Rueckert, Ben Glocker, Simon C. H. Yu, Pheng-Ann Heng
2021 — conf
Future Frame Prediction for Robot-Assisted Surgery.
IPMI
Xiaojie Gao, Yueming Jin, Zixu Zhao, Qi Dou, Pheng-Ann Heng
2021 J jnl
Future Frame Prediction for Robot-assisted Surgery.
CoRR
Xiaojie Gao, Yueming Jin, Zixu Zhao, Qi Dou, Pheng-Ann Heng
2021 J jnl
HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images.
CoRR
Meirui Jiang, Zirui Wang, Qi Dou
2021 J jnl
Learning Deep Nets for Gravitational Dynamics With Unknown Disturbance Through Physical Knowledge Distillation: Initial Feasibility Study.
IEEE Robotics Autom. Lett.
Hongbin Lin, Qian Gao, Xiangyu Chu, Qi Dou, Anton Deguet, Peter Kazanzides, K. W. Samuel Au
2021 J jnl
MIcro-Surgical Anastomose Workflow recognition challenge report.
CoRR
Arnaud Huaulmé, Duygu Sarikaya, Kévin Le Mut, Fabien Despinoy, Yonghao Long, Qi Dou, Chin-Boon Chng, Wenjun Lin, Satoshi Kondo, Laura Bravo Sánchez, Pablo Arbeláez, Wolfgang Reiter, Mamoru Mitsuishi, Kanako Harada, Pierre Jannin
2021 J jnl
MIcro-surgical anastomose workflow recognition challenge report.
Comput. Methods Programs Biomed.
Arnaud Huaulmé, Duygu Sarikaya, Kévin Le Mut, Fabien Despinoy, Yonghao Long, Qi Dou, Chin-Boon Chng, Wenjun Lin, Satoshi Kondo, Laura Bravo Sánchez, Pablo Arbeláez, Wolfgang Reiter, Manoru Mitsuishi, Kanako Harada, Pierre Jannin
2021 — ed.
Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany.
MIDL
Mattias P. Heinrich, Qi Dou, Marleen de Bruijne, Jan Lellmann, Alexander Schlaefer, Floris Ernst
2021 J jnl
Multi-Site Infant Brain Segmentation Algorithms: The iSeg-2019 Challenge.
IEEE Trans. Medical Imaging
Yue Sun, Kun Gao, Zhengwang Wu, Guannan Li, Xiaopeng Zong, Zhihao Lei, Ying Wei, Jun Ma, Xiaoping Yang, Xue Feng, Li Zhao, Trung Le Phan, Jitae Shin, Tao Zhong, Yu Zhang, Lequan Yu, Caizi Li, Ramesh Basnet, M. Omair Ahmad, M. N. S. Swamy, Wenao Ma, Qi Dou, Toan Duc Bui, Camilo Bermudez Noguera, Bennett A. Landman, Ian H. Gotlib, Kathryn L. Humphreys, Sarah Shultz, Longchuan Li, Sijie Niu, Weili Lin, Valerie Jewells, Dinggang Shen, Gang Li, Li Wang
2021 A* conf
One to Many: Adaptive Instrument Segmentation via Meta Learning and Dynamic Online Adaptation in Robotic Surgical Video.
ICRA
Zixu Zhao, Yueming Jin, Bo Lu, Chi-Fai Ng, Qi Dou, Yun-Hui Liu, Pheng-Ann Heng
2021 J jnl
One to Many: Adaptive Instrument Segmentation via Meta Learning and Dynamic Online Adaptation in Robotic Surgical Video.
CoRR
Zixu Zhao, Yueming Jin, Bo Lu, Chi-Fai Ng, Qi Dou, Yun-Hui Liu, Pheng-Ann Heng
2021 A* conf
Relational Graph Learning on Visual and Kinematics Embeddings for Accurate Gesture Recognition in Robotic Surgery.
ICRA
Yonghao Long, Jie Ying Wu, Bo Lu, Yueming Jin, Mathias Unberath, Yun-Hui Liu, Pheng-Ann Heng, Qi Dou
2021 A* conf
SGPA: Structure-Guided Prior Adaptation for Category-Level 6D Object Pose Estimation.
ICCV
Kai Chen, Qi Dou
2021 J jnl
Self-Ensembling Co-Training Framework for Semi-Supervised COVID-19 CT Segmentation.
IEEE J. Biomed. Health Informatics
Caizi Li, Li Dong, Qi Dou, Fan Lin, Kebao Zhang, Zuxin Feng, Weixin Si, XueSong Deng, Zhe Deng, Pheng-Ann Heng
2021 J jnl
Semi-supervised learning with progressive unlabeled data excavation for label-efficient surgical workflow recognition.
Medical Image Anal.
Xueying Shi, Yueming Jin, Qi Dou, Pheng-Ann Heng
2021 — conf
Source-Free Domain Adaptive Fundus Image Segmentation with Denoised Pseudo-Labeling.
MICCAI (5)
Cheng Chen, Quande Liu, Yueming Jin, Qi Dou, Pheng-Ann Heng
2021 J jnl
Source-Free Domain Adaptive Fundus Image Segmentation with Denoised Pseudo-Labeling.
CoRR
Cheng Chen, Quande Liu, Yueming Jin, Qi Dou, Pheng-Ann Heng
2021 J jnl
Special issue on 2020 augmented environments for computer-assisted interventions (AE-CAI): guest editors' foreword.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Cristian A. Linte, Elvis C. S. Chen, Simon Drouin, Marta Kersten-Oertel, Ziv Yaniv, Daniel A. Hashimoto, Qi Dou, Xiongbiao Luo, A. Jonathan McLeod, Duygu Sarikaya
2021 J jnl
Stereo Dense Scene Reconstruction and Accurate Laparoscope Localization for Learning-Based Navigation in Robot-Assisted Surgery.
CoRR
Ruofeng Wei, Bin Li, Hangjie Mo, Bo Lu, Yonghao Long, Bohan Yang, Qi Dou, Yunhui Liu, Dong Sun
2021 A conf
SurRoL: An Open-source Reinforcement Learning Centered and dVRK Compatible Platform for Surgical Robot Learning.
IROS
Jiaqi Xu, Bin Li, Bo Lu, Yun-Hui Liu, Qi Dou, Pheng-Ann Heng
2021 J jnl
SurRoL: An Open-source Reinforcement Learning Centered and dVRK Compatible Platform for Surgical Robot Learning.
CoRR
Jiaqi Xu, Bin Li, Bo Lu, Yun-Hui Liu, Qi Dou, Pheng-Ann Heng
2021 J jnl
Temporal Memory Relation Network for Workflow Recognition From Surgical Video.
IEEE Trans. Medical Imaging
Yueming Jin, Yonghao Long, Cheng Chen, Zixu Zhao, Qi Dou, Pheng-Ann Heng
2021 J jnl
Temporal Memory Relation Network for Workflow Recognition from Surgical Video.
CoRR
Yueming Jin, Yonghao Long, Cheng Chen, Zixu Zhao, Qi Dou, Pheng-Ann Heng
2021 — conf
Trans-SVNet: Accurate Phase Recognition from Surgical Videos via Hybrid Embedding Aggregation Transformer.
MICCAI (4)
Xiaojie Gao, Yueming Jin, Yonghao Long, Qi Dou, Pheng-Ann Heng
2021 J jnl
Trans-SVNet: Accurate Phase Recognition from Surgical Videos via Hybrid Embedding Aggregation Transformer.
CoRR
Xiaojie Gao, Yueming Jin, Yonghao Long, Qi Dou, Pheng-Ann Heng
2021 J jnl
TsmoBN: Interventional Generalization for Unseen Clients in Federated Learning.
CoRR
Meirui Jiang, Xiaofei Zhang, Michael Kamp, Xiaoxiao Li, Qi Dou
2020 A conf
A Learning-Driven Framework with Spatial Optimization For Surgical Suture Thread Reconstruction and Autonomous Grasping Under Multiple Topologies and Environmental Noises.
IROS
Bo Lu, Wei Chen, Yueming Jin, Dandan Zhang, Qi Dou, Henry Kar Hang Chu, Pheng-Ann Heng, Yun-Hui Liu
2020 J jnl
A Learning-Driven Framework with Spatial Optimization For Surgical Suture Thread Reconstruction and Autonomous Grasping Under Multiple Topologies and Environmental Noises.
CoRR
Bo Lu, Wei Chen, Yueming Jin, Dandan Zhang, Qi Dou, Henry Kar Hang Chu, Pheng-Ann Heng, Yun-Hui Liu
2020 J jnl
An Encoder-Decoder Neural Network With 3D Squeeze-and-Excitation and Deep Supervision for Brain Tumor Segmentation.
IEEE Access
Ping Liu, Qi Dou, Qiong Wang, Pheng-Ann Heng
2020 A* conf
Automatic Gesture Recognition in Robot-assisted Surgery with Reinforcement Learning and Tree Search.
ICRA
Xiaojie Gao, Yueming Jin, Qi Dou, Pheng-Ann Heng
2020 J jnl
Automatic Gesture Recognition in Robot-assisted Surgery with Reinforcement Learning and Tree Search.
CoRR
Xiaojie Gao, Yueming Jin, Qi Dou, Pheng-Ann Heng
2020 — conf
Cascaded Robust Learning at Imperfect Labels for Chest X-ray Segmentation.
MICCAI (6)
Cheng Xue, Qiao Deng, Xiaomeng Li, Qi Dou, Pheng-Ann Heng
2020 J jnl
Constrained Multi-shape Evolution for Overlapping Cytoplasm Segmentation.
CoRR
Youyi Song, Lei Zhu, Baiying Lei, Bin Sheng, Qi Dou, Jing Qin, Kup-Sze Choi
2020 J jnl
Contrastive Cross-Site Learning With Redesigned Net for COVID-19 CT Classification.
IEEE J. Biomed. Health Informatics
Zhao Wang, Quande Liu, Qi Dou
2020 J jnl
Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification.
CoRR
Zhao Wang, Quande Liu, Qi Dou
2020 J jnl
Data-driven Holistic Framework for Automated Laparoscope Optimal View Control with Learning-based Depth Perception.
CoRR
Bin Li, Bo Lu, Yiang Lu, Qi Dou, Yun-Hui Liu
2020 — conf
Domain Knowledge Driven Multi-modal Segmentation of Anatomical Brain Barriers to Cancer Spread.
MICCAI (Challenges)
Xiaoyang Zou, Qi Dou
2020 A* conf
Harmonizing Transferability and Discriminability for Adapting Object Detectors.
CVPR
Chaoqi Chen, Zebiao Zheng, Xinghao Ding, Yue Huang, Qi Dou
2020 J jnl
Harmonizing Transferability and Discriminability for Adapting Object Detectors.
CoRR
Chaoqi Chen, Zebiao Zheng, Xinghao Ding, Yue Huang, Qi Dou
2020 — conf
Image-Level Harmonization of Multi-site Data Using Image-and-Spatial Transformer Networks.
MICCAI (7)
Robert Robinson, Qi Dou, Daniel Coelho de Castro, Konstantinos Kamnitsas, Marius de Groot, Ronald M. Summers, Daniel Rueckert, Ben Glocker
2020 J jnl
Image-level Harmonization of Multi-Site Data using Image-and-Spatial Transformer Networks.
CoRR
Robert Robinson, Qi Dou, Daniel Coelho de Castro, Konstantinos Kamnitsas, Marius de Groot, Ronald M. Summers, Daniel Rueckert, Benjamin M. Glocker
2020 J jnl
LRTD: Long-Range Temporal Dependency based Active Learning for Surgical Workflow Recognition.
CoRR
Xueying Shi, Yueming Jin, Qi Dou, Pheng-Ann Heng
2020 J jnl
LRTD: long-range temporal dependency based active learning for surgical workflow recognition.
Int. J. Comput. Assist. Radiol. Surg.
Xueying Shi, Yueming Jin, Qi Dou, Pheng-Ann Heng
2020 — conf
Learning Motion Flows for Semi-supervised Instrument Segmentation from Robotic Surgical Video.
MICCAI (3)
Zixu Zhao, Yueming Jin, Xiaojie Gao, Qi Dou, Pheng-Ann Heng
2020 J jnl
Learning Motion Flows for Semi-supervised Instrument Segmentation from Robotic Surgical Video.
CoRR
Zixu Zhao, Yueming Jin, Xiaojie Gao, Qi Dou, Pheng-Ann Heng
2020 J jnl
MS-Net: Multi-Site Network for Improving Prostate Segmentation With Heterogeneous MRI Data.
IEEE Trans. Medical Imaging
Quande Liu, Qi Dou, Lequan Yu, Pheng-Ann Heng
2020 J jnl
MS-Net: Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data.
CoRR
Quande Liu, Qi Dou, Lequan Yu, Pheng-Ann Heng
2020 J jnl
Multi-Site Infant Brain Segmentation Algorithms: The iSeg-2019 Challenge.
CoRR
Yue Sun, Kun Gao, Zhengwang Wu, Zhihao Lei, Ying Wei, Jun Ma, Xiaoping Yang, Xue Feng, Li Zhao, Trung Le Phan, Jitae Shin, Tao Zhong, Yu Zhang, Lequan Yu, Caizi Li, Ramesh Basnet, M. Omair Ahmad, M. N. S. Swamy, Wenao Ma, Qi Dou, Toan Duc Bui, Camilo Bermudez Noguera, Bennett A. Landman, Ian H. Gotlib, Kathryn L. Humphreys, Sarah Shultz, Longchuan Li, Sijie Niu, Weili Lin, Valerie Jewells, Gang Li, Dinggang Shen, Li Wang
2020 J jnl
Multi-Task Deep Model With Margin Ranking Loss for Lung Nodule Analysis.
IEEE Trans. Medical Imaging
Lihao Liu, Qi Dou, Hao Chen, Jing Qin, Pheng-Ann Heng
2020 J jnl
Multi-task recurrent convolutional network with correlation loss for surgical video analysis.
Medical Image Anal.
Yueming Jin, Huaxia Li, Qi Dou, Hao Chen, Jing Qin, Chi-Wing Fu, Pheng-Ann Heng
2020 J jnl
Relational Graph Learning on Visual and Kinematics Embeddings for Accurate Gesture Recognition in Robotic Surgery.
CoRR
Yonghao Long, Jie Ying Wu, Bo Lu, Yueming Jin, Mathias Unberath, Yun-Hui Liu, Pheng-Ann Heng, Qi Dou
2020 J jnl
Robust Multimodal Brain Tumor Segmentation via Feature Disentanglement and Gated Fusion.
CoRR
Cheng Chen, Qi Dou, Yueming Jin, Hao Chen, Jing Qin, Pheng-Ann Heng
2020 J jnl
Semi-Supervised Medical Image Classification With Relation-Driven Self-Ensembling Model.
IEEE Trans. Medical Imaging
Quande Liu, Lequan Yu, Luyang Luo, Qi Dou, Pheng-Ann Heng
2020 J jnl
Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model.
CoRR
Quande Liu, Lequan Yu, Luyang Luo, Qi Dou, Pheng-Ann Heng
2020 — conf
Shape Mask Generator: Learning to Refine Shape Priors for Segmenting Overlapping Cervical Cytoplasms.
MICCAI (4)
Youyi Song, Lei Zhu, Baiying Lei, Bin Sheng, Qi Dou, Jing Qin, Kup-Sze Choi
2020 — conf
Shape-Aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains.
MICCAI (2)
Quande Liu, Qi Dou, Pheng-Ann Heng
2020 J jnl
Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains.
CoRR
Quande Liu, Qi Dou, Pheng-Ann Heng
2020 J jnl
Unpaired Multi-Modal Segmentation via Knowledge Distillation.
IEEE Trans. Medical Imaging
Qi Dou, Quande Liu, Pheng-Ann Heng, Ben Glocker
2020 J jnl
Unpaired Multi-modal Segmentation via Knowledge Distillation.
CoRR
Qi Dou, Quande Liu, Pheng-Ann Heng, Ben Glocker
2020 J jnl
Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation.
CoRR
Cheng Chen, Qi Dou, Hao Chen, Jing Qin, Pheng-Ann Heng
2020 J jnl
Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation.
IEEE Trans. Medical Imaging
Cheng Chen, Qi Dou, Hao Chen, Jing Qin, Pheng-Ann Heng
2020 J jnl
Weakly Supervised Deep Learning for Whole Slide Lung Cancer Image Analysis.
IEEE Trans. Cybern.
Xi Wang, Hao Chen, Caixia Gan, Huangjing Lin, Qi Dou, Efstratios Tsougenis, Qitao Huang, Muyan Cai, Pheng-Ann Heng
2019 — conf
A Two-Stage Approach for Automated Prostate Lesion Detection and Classification with Mask R-CNN and Weakly Supervised Deep Neural Network.
AIRT@MICCAI
Zhiyu Liu, Wenhao Jiang, Kit-Hang Lee, Yat-Long Lo, Yui-Lun Ng, Qi Dou, Varut Vardhanabhuti, Ka-Wai Kwok
2019 — conf
An Active Learning Approach for Reducing Annotation Cost in Skin Lesion Analysis.
MLMI@MICCAI
Xueying Shi, Qi Dou, Cheng Xue, Jing Qin, Hao Chen, Pheng-Ann Heng
2019 J jnl
An Active Learning Approach for Reducing Annotation Cost in Skin Lesion Analysis.
CoRR
Xueying Shi, Qi Dou, Cheng Xue, Jing Qin, Hao Chen, Pheng-Ann Heng
2019 — conf
CIA-Net: Robust Nuclei Instance Segmentation with Contour-Aware Information Aggregation.
IPMI
Yanning Zhou, Omer Fahri Onder, Qi Dou, Efstratios Tsougenis, Hao Chen, Pheng-Ann Heng
2019 J jnl
CIA-Net: Robust Nuclei Instance Segmentation with Contour-aware Information Aggregation.
CoRR
Yanning Zhou, Omer Fahri Onder, Qi Dou, Efstratios Tsougenis, Hao Chen, Pheng-Ann Heng
2019 — conf
Deep Angular Embedding and Feature Correlation Attention for Breast MRI Cancer Analysis.
MICCAI (4)
Luyang Luo, Hao Chen, Xi Wang, Qi Dou, Huangjing Lin, Juan Zhou, Gongjie Li, Pheng-Ann Heng
2019 J jnl
Deep Angular Embedding and Feature Correlation Attention for Breast MRI Cancer Analysis.
CoRR
Luyang Luo, Hao Chen, Xi Wang, Qi Dou, Huangjing Lin, Juan Zhou, Gongjie Li, Pheng-Ann Heng
2019 A* conf
Domain Generalization via Model-Agnostic Learning of Semantic Features.
NeurIPS
Qi Dou, Daniel Coelho de Castro, Konstantinos Kamnitsas, Ben Glocker
2019 J jnl
Domain Generalization via Model-Agnostic Learning of Semantic Features.
CoRR
Qi Dou, Daniel Coelho de Castro, Konstantinos Kamnitsas, Ben Glocker
2019 J jnl
Fast ScanNet: Fast and Dense Analysis of Multi-Gigapixel Whole-Slide Images for Cancer Metastasis Detection.
IEEE Trans. Medical Imaging
Huangjing Lin, Hao Chen, Simon Graham, Qi Dou, Nasir M. Rajpoot, Pheng-Ann Heng
2019 — conf
IRNet: Instance Relation Network for Overlapping Cervical Cell Segmentation.
MICCAI (1)
Yanning Zhou, Hao Chen, Jiaqi Xu, Qi Dou, Pheng-Ann Heng
2019 J jnl
IRNet: Instance Relation Network for Overlapping Cervical Cell Segmentation.
CoRR
Yanning Zhou, Hao Chen, Jiaqi Xu, Qi Dou, Pheng-Ann Heng
2019 — conf
Improving RetinaNet for CT Lesion Detection with Dense Masks from Weak RECIST Labels.
MICCAI (6)
Martin Zlocha, Qi Dou, Ben Glocker
2019 J jnl
Improving RetinaNet for CT Lesion Detection with Dense Masks from Weak RECIST Labels.
CoRR
Martin Zlocha, Qi Dou, Ben Glocker
2019 — conf
Incorporating Temporal Prior from Motion Flow for Instrument Segmentation in Minimally Invasive Surgery Video.
MICCAI (5)
Yueming Jin, Keyun Cheng, Qi Dou, Pheng-Ann Heng
2019 J jnl
Incorporating Temporal Prior from Motion Flow for Instrument Segmentation in Minimally Invasive Surgery Video.
CoRR
Yueming Jin, Keyun Cheng, Qi Dou, Pheng-Ann Heng
2019 J jnl
MILD-Net: Minimal information loss dilated network for gland instance segmentation in colon histology images.
Medical Image Anal.
Simon Graham, Hao Chen, Jevgenij Gamper, Qi Dou, Pheng-Ann Heng, David R. J. Snead, Yee-Wah Tsang, Nasir M. Rajpoot
2019 J jnl
Machine Learning with Multi-Site Imaging Data: An Empirical Study on the Impact of Scanner Effects.
CoRR
Ben Glocker, Robert Robinson, Daniel Coelho de Castro, Qi Dou, Ender Konukoglu
2019 J jnl
Multi-Task Recurrent Convolutional Network with Correlation Loss for Surgical Video Analysis.
CoRR
Yueming Jin, Huaxia Li, Qi Dou, Hao Chen, Jing Qin, Chi-Wing Fu, Pheng-Ann Heng
2019 J jnl
PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network at Unpaired Cross-Modality Cardiac Segmentation.
IEEE Access
Qi Dou, Cheng Ouyang, Cheng Chen, Hao Chen, Ben Glocker, Xiahai Zhuang, Pheng-Ann Heng
2019 J jnl
Respiratory Motion Correction in Abdominal MRI using a Densely Connected U-Net with GAN-guided Training.
CoRR
Wenhao Jiang, Zhiyu Liu, Kit-Hang Lee, Shihui Chen, Yui-Lun Ng, Qi Dou, Hing-Chiu Chang, Ka-Wai Kwok
2019 — conf
Robust Learning at Noisy Labeled Medical Images: Applied to Skin Lesion Classification.
ISBI
Cheng Xue, Qi Dou, Xueying Shi, Hao Chen, Pheng-Ann Heng
2019 J jnl
Robust Learning at Noisy Labeled Medical Images: Applied to Skin Lesion Classification.
CoRR
Cheng Xue, Qi Dou, Xueying Shi, Hao Chen, Pheng-Ann Heng
2019 — conf
Robust Multimodal Brain Tumor Segmentation via Feature Disentanglement and Gated Fusion.
MICCAI (3)
Cheng Chen, Qi Dou, Yueming Jin, Hao Chen, Jing Qin, Pheng-Ann Heng
2019 A* conf
Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation.
AAAI
Cheng Chen, Qi Dou, Hao Chen, Jing Qin, Pheng-Ann Heng
2019 J jnl
Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation.
CoRR
Cheng Chen, Qi Dou, Hao Chen, Jing Qin, Pheng-Ann Heng
2019 J jnl
The Liver Tumor Segmentation Benchmark (LiTS).
CoRR
Patrick Bilic, Patrick Ferdinand Christ, Eugene Vorontsov, Grzegorz Chlebus, Hao Chen, Qi Dou, Chi-Wing Fu, Xiao Han, Pheng-Ann Heng, Jürgen Hesser, Samuel Kadoury, Tomasz K. Konopczynski, Miao Le, Chunming Li, Xiaomeng Li, Jana Lipková, John S. Lowengrub, Hans Meine, Jan Hendrik Moltz, Chris Pal, Marie Piraud, Xiaojuan Qi, Jin Qi, Markus Rempfler, Karsten Roth, Andrea Schenk, Anjany Sekuboyina, Ping Zhou, Christian Hülsemeyer, Marcel Beetz, Florian Ettlinger, Felix Grün, Georgios Kaissis, Fabian Lohöfer, Rickmer Braren, Julian Holch, Felix Hofmann, Wieland H. Sommer, Volker Heinemann, Colin Jacobs, Gabriel Efrain Humpire Mamani, Bram van Ginneken, Gabriel Chartrand, An Tang, Michal Drozdzal, Avi Ben-Cohen, Eyal Klang, Michal Marianne Amitai, Eli Konen, Hayit Greenspan, Johan Moreau, Alexandre Hostettler, Luc Soler, Refael Vivanti, Adi Szeskin, Naama Lev-Cohain, Jacob Sosna, Leo Joskowicz, Bjoern H. Menze
2019 — ch.
Unsupervised Domain Adaptation of ConvNets for Medical Image Segmentation via Adversarial Learning.
Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics
Qi Dou, Cheng Chen, Cheng Ouyang, Hao Chen, Pheng-Ann Heng
2019 J jnl
Webthetics: Quantifying webpage aesthetics with deep learning.
Int. J. Hum. Comput. Stud.
Qi Dou, Xianjun Sam Zheng, Tongfang Sun, Pheng-Ann Heng
2018 J jnl
3D RoI-aware U-Net for Accurate and Efficient Colorectal Tumor Segmentation.
CoRR
Yi-Jie Huang, Qi Dou, Zi-Xian Wang, Li-Zhi Liu, Ying Jin, Chao-Feng Li, Lisheng Wang, Hao Chen, Rui-Hua Xu
2018 J jnl
3D multi-scale FCN with random modality voxel dropout learning for Intervertebral Disc Localization and Segmentation from Multi-modality MR Images.
Medical Image Anal.
Xiaomeng Li, Qi Dou, Hao Chen, Chi-Wing Fu, Xiaojuan Qi, Daniel L. Belavy, Gabriele Armbrecht, Dieter Felsenberg, Guoyan Zheng, Pheng-Ann Heng
2018 J jnl
H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation From CT Volumes.
IEEE Trans. Medical Imaging
Xiaomeng Li, Hao Chen, Xiaojuan Qi, Qi Dou, Chi-Wing Fu, Pheng-Ann Heng
2018 — conf
HL-FCN: Hybrid loss guided FCN for colorectal cancer segmentation.
ISBI
Yi-Jie Huang, Qi Dou, Zi-Xian Wang, Li-Zhi Liu, Li-Sheng Wang, Hao Chen, Pheng-Ann Heng, Rui-Hua Xu
2018 J jnl
MILD-Net: Minimal Information Loss Dilated Network for Gland Instance Segmentation in Colon Histology Images.
CoRR
Simon Graham, Hao Chen, Qi Dou, Pheng-Ann Heng, Nasir M. Rajpoot
2018 — conf
MTMR-Net: Multi-task Deep Learning with Margin Ranking Loss for Lung Nodule Analysis.
DLMIA/ML-CDS@MICCAI
Lihao Liu, Qi Dou, Hao Chen, Iyiola E. Olatunji, Jing Qin, Pheng-Ann Heng
2018 J jnl
PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network with a Benchmark at Cross-modality Cardiac Segmentation.
CoRR
Qi Dou, Cheng Ouyang, Cheng Chen, Hao Chen, Ben Glocker, Xiahai Zhuang, Pheng-Ann Heng
2018 A* conf
SFCN-OPI: Detection and Fine-Grained Classification of Nuclei Using Sibling FCN With Objectness Prior Interaction.
AAAI
Yanning Zhou, Qi Dou, Hao Chen, Jing Qin, Pheng-Ann Heng
2018 J jnl
SV-RCNet: Workflow Recognition From Surgical Videos Using Recurrent Convolutional Network.
IEEE Trans. Medical Imaging
Yueming Jin, Qi Dou, Hao Chen, Lequan Yu, Jing Qin, Chi-Wing Fu, Pheng-Ann Heng
2018 A conf
ScanNet: A Fast and Dense Scanning Framework for Metastastic Breast Cancer Detection from Whole-Slide Image.
WACV
Huangjing Lin, Hao Chen, Qi Dou, Liansheng Wang, Jing Qin, Pheng-Ann Heng
2018 — conf
Semantic-Aware Generative Adversarial Nets for Unsupervised Domain Adaptation in Chest X-Ray Segmentation.
MLMI@MICCAI
Cheng Chen, Qi Dou, Hao Chen, Pheng-Ann Heng
2018 J jnl
Semantic-Aware Generative Adversarial Nets for Unsupervised Domain Adaptation in Chest X-ray Segmentation.
CoRR
Cheng Chen, Qi Dou, Hao Chen, Pheng-Ann Heng
2018 A* conf
Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss.
IJCAI
Qi Dou, Cheng Ouyang, Cheng Chen, Hao Chen, Pheng-Ann Heng
2018 J jnl
Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss.
CoRR
Qi Dou, Cheng Ouyang, Cheng Chen, Hao Chen, Pheng-Ann Heng
2018 J jnl
VoxResNet: Deep voxelwise residual networks for brain segmentation from 3D MR images.
NeuroImage
Hao Chen, Qi Dou, Lequan Yu, Jing Qin, Pheng-Ann Heng
2017 J jnl
3D deeply supervised network for automated segmentation of volumetric medical images.
Medical Image Anal.
Qi Dou, Lequan Yu, Hao Chen, Yueming Jin, Xin Yang, Jing Qin, Pheng-Ann Heng
2017 J jnl
Automated Melanoma Recognition in Dermoscopy Images via Very Deep Residual Networks.
IEEE Trans. Medical Imaging
Lequan Yu, Hao Chen, Qi Dou, Jing Qin, Pheng-Ann Heng
2017 — conf
Automated Pulmonary Nodule Detection via 3D ConvNets with Online Sample Filtering and Hybrid-Loss Residual Learning.
MICCAI (3)
Qi Dou, Hao Chen, Yueming Jin, Huangjing Lin, Jing Qin, Pheng-Ann Heng
2017 J jnl
Automated Pulmonary Nodule Detection via 3D ConvNets with Online Sample Filtering and Hybrid-Loss Residual Learning.
CoRR
Qi Dou, Hao Chen, Yueming Jin, Huangjing Lin, Jing Qin, Pheng-Ann Heng
2017 — conf
Automatic 3D Cardiovascular MR Segmentation with Densely-Connected Volumetric ConvNets.
MICCAI (2)
Lequan Yu, Jie-Zhi Cheng, Qi Dou, Xin Yang, Hao Chen, Jing Qin, Pheng-Ann Heng
2017 J jnl
Automatic 3D Cardiovascular MR Segmentation with Densely-Connected Volumetric ConvNets.
CoRR
Lequan Yu, Jie-Zhi Cheng, Qi Dou, Xin Yang, Hao Chen, Jing Qin, Pheng-Ann Heng
2017 J jnl
DCAN: Deep contour-aware networks for object instance segmentation from histology images.
Medical Image Anal.
Hao Chen, Xiaojuan Qi, Lequan Yu, Qi Dou, Jing Qin, Pheng-Ann Heng
2017 — ch.
Deep Cascaded Networks for Sparsely Distributed Object Detection from Medical Images.
Deep Learning for Medical Image Analysis
Hao Chen, Qi Dou, Lequan Yu, Jing Qin, Lei Zhao, Vincent C. T. Mok, Defeng Wang, Lin Shi, Pheng-Ann Heng
2017 J jnl
Evaluation and comparison of 3D intervertebral disc localization and segmentation methods for 3D T2 MR data: A grand challenge.
Medical Image Anal.
Guoyan Zheng, Chengwen Chu, Daniel L. Belavy, Bulat Ibragimov, Robert Korez, Tomaz Vrtovec, Hugo Hutt, Richard M. Everson, Judith Meakin, Isabel Lopez Andrade, Ben Glocker, Hao Chen, Qi Dou, Pheng-Ann Heng, Chunliang Wang, Daniel Forsberg, Ales Neubert, Jurgen Fripp, Martin Urschler, Darko Stern, Maria Wimmer
2017 J jnl
H-DenseUNet: Hybrid Densely Connected UNet for Liver and Liver Tumor Segmentation from CT Volumes.
CoRR
Xiaomeng Li, Hao Chen, Xiaojuan Qi, Qi Dou, Chi-Wing Fu, Pheng-Ann Heng
2017 J jnl
Integrating Online and Offline Three-Dimensional Deep Learning for Automated Polyp Detection in Colonoscopy Videos.
IEEE J. Biomed. Health Informatics
Lequan Yu, Hao Chen, Qi Dou, Jing Qin, Pheng-Ann Heng
2017 J jnl
Multilevel Contextual 3-D CNNs for False Positive Reduction in Pulmonary Nodule Detection.
IEEE Trans. Biomed. Eng.
Qi Dou, Hao Chen, Lequan Yu, Jing Qin, Pheng-Ann Heng
2017 J jnl
SFCN-OPI: Detection and Fine-grained Classification of Nuclei Using Sibling FCN with Objectness Prior Interaction.
CoRR
Yanning Zhou, Qi Dou, Hao Chen, Jing Qin, Pheng-Ann Heng
2017 J jnl
ScanNet: A Fast and Dense Scanning Framework for Metastatic Breast Cancer Detection from Whole-Slide Images.
CoRR
Huangjing Lin, Hao Chen, Qi Dou, Liansheng Wang, Jing Qin, Pheng-Ann Heng
2017 J jnl
Ultrasound Standard Plane Detection Using a Composite Neural Network Framework.
IEEE Trans. Cybern.
Hao Chen, Lingyun Wu, Qi Dou, Jing Qin, Shengli Li, Jie-Zhi Cheng, Dong Ni, Pheng-Ann Heng
2017 J jnl
Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge.
Medical Image Anal.
Arnaud Arindra Adiyoso Setio, Alberto Traverso, Thomas de Bel, Moira S. N. Berens, Cas van den Bogaard, Piergiorgio Cerello, Hao Chen, Qi Dou, Maria Evelina Fantacci, Bram Geurts, Robbert van der Gugten, Pheng-Ann Heng, Bart Jansen, Michael M. J. de Kaste, Valentin Kotov, Jack Yu-Hung Lin, Jeroen T. M. C. Manders, Alexander Sóñora-Mengana, Juan Carlos García-Naranjo, Evgenia Papavasileiou, Mathias Prokop
2016 — conf
3D Deeply Supervised Network for Automatic Liver Segmentation from CT Volumes.
MICCAI (2)
Qi Dou, Hao Chen, Yueming Jin, Lequan Yu, Jing Qin, Pheng-Ann Heng
2016 J jnl
3D Deeply Supervised Network for Automatic Liver Segmentation from CT Volumes.
CoRR
Qi Dou, Hao Chen, Yueming Jin, Lequan Yu, Jing Qin, Pheng-Ann Heng
2016 — conf
3D Fully Convolutional Networks for Intervertebral Disc Localization and Segmentation.
MIAR
Hao Chen, Qi Dou, Xi Wang, Jing Qin, Jack Chun Yiu Cheng, Pheng-Ann Heng
2016 J jnl
Automatic Detection of Cerebral Microbleeds From MR Images via 3D Convolutional Neural Networks.
IEEE Trans. Medical Imaging
Qi Dou, Hao Chen, Lequan Yu, Lei Zhao, Jing Qin, Defeng Wang, Vincent C. T. Mok, Lin Shi, Pheng-Ann Heng
2016 A* conf
Mitosis Detection in Breast Cancer Histology Images via Deep Cascaded Networks.
AAAI
Hao Chen, Qi Dou, Xi Wang, Jing Qin, Pheng-Ann Heng
2016 — conf
Multi-scale and Modality Dropout Learning for Intervertebral Disc Localization and Segmentation.
CSI@MICCAI
Xiaomeng Li, Qi Dou, Hao Chen, Chi-Wing Fu, Pheng-Ann Heng
2016 J jnl
Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: the LUNA16 challenge.
CoRR
Arnaud Arindra Adiyoso Setio, Alberto Traverso, Thomas de Bel, Moira S. N. Berens, Cas van den Bogaard, Piergiorgio Cerello, Hao Chen, Qi Dou, Maria Evelina Fantacci, Bram Geurts, Robbert van der Gugten, Pheng-Ann Heng, Bart Jansen, Michael M. J. de Kaste, Valentin Kotov, Jack Yu-Hung Lin, Jeroen T. M. C. Manders, Alexander Sóñora-Mengana, Juan Carlos García-Naranjo, Mathias Prokop, Marco Saletta, Cornelia Schaefer-Prokop, Ernst Th. Scholten, Luuk Scholten, Miranda M. Snoeren, Ernesto Lopez Torres, Jef Vandemeulebroucke, Nicole Walasek, Guido C. A. Zuidhof, Bram van Ginneken, Colin Jacobs
2016 J jnl
VoxResNet: Deep Voxelwise Residual Networks for Volumetric Brain Segmentation.
CoRR
Hao Chen, Qi Dou, Lequan Yu, Pheng-Ann Heng
2015 — conf
Automatic Brain Tumor Segmentation from MR Images via a Multimodal Sparse Coding Based Probabilistic Model.
PRNI
Yuhong Li, Qi Dou, Jinze Yu, Fucang Jia, Jing Qin, Pheng-Ann Heng
2015 — conf
Automatic Fetal Ultrasound Standard Plane Detection Using Knowledge Transferred Recurrent Neural Networks.
MICCAI (1)
Hao Chen, Qi Dou, Dong Ni, Jie-Zhi Cheng, Jing Qin, Shengli Li, Pheng-Ann Heng
2015 — conf
Automatic cerebral microbleeds detection from MR images via Independent Subspace Analysis based hierarchical features.
EMBC
Qi Dou, Hao Chen, Lequan Yu, Lin Shi, Defeng Wang, Vincent C. T. Mok, Pheng-Ann Heng
2015 — conf
Automatic detection of cerebral microbleeds via deep learning based 3D feature representation.
ISBI
Hao Chen, Lequan Yu, Qi Dou, Lin Shi, Vincent C. T. Mok, Pheng-Ann Heng