Lei Bi - RankMe

131 papers A* 2B 1C 5Misc 4Journal 83Unranked 32

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A systematic review of generative artificial intelligence techniques for synthetic medical image datasets: Quality, models, public availability and applications. Comput. Methods Programs Biomed. Xingyue Fu, Xiaoshuang Li, Eduardo Delamare, Adam G. Dunn, Lei Bi, Jinman Kim
2026	J	`jnl`	Hierarchical Deep Decision Tree-Based Network for Odontogenic Cystic Lesion Classification in CBCT Images. IEEE J. Biomed. Health Informatics Zimo Huang, Hao Wang, Bo Li, Eduardo Delamare, Shengfu Huang, Lei Bi, Jinman Kim
2026	J	`jnl`	HyperWalker: Dynamic Hypergraph-Based Deep Diagnosis for Multi-Hop Clinical Modeling across EHR and X-Ray in Medical VLMs. CoRR Yuezhe Yang, Hao Wang, Yige Peng, Jinman Kim, Lei Bi
2026	J	`jnl`	TiDE-Net: A time-guided dual-encoder ResUNet for Positron Emission Tomography (PET) image denoising. Comput. Methods Programs Biomed. Boyuan Tan, Yuxin Xue, Lei Bi, Michael J. Fulham, Jinman Kim
2025	J	`jnl`	A Lightweight Depthwise Separable ConvNet with Frequency-domain Enhancement for Retinal Vessel Segmentation. ACM Trans. Multim. Comput. Commun. Appl. Yang Wen, Shunzhe Shen, Wuzhen Shi, Wen-Ming Cao, Lei Bi, Xiaokang Yang, Bin Sheng
2025	J	`jnl`	AutoFuse: Automatic fusion networks for deformable medical image registration. Pattern Recognit. Mingyuan Meng, Michael J. Fulham, Dagan Feng, Lei Bi, Jinman Kim
2025	J	`jnl`	Deep contour attention learning for scleral deformation from OCT images. Vis. Comput. Bo Qian, Hao Chen, Yupeng Xu, Yang Wen, Huating Li, Yuan Xie, David Dagan Feng, Jinman Kim, Lei Bi, Xun Xu, Xiangui He, Bin Sheng
2025	J	`jnl`	Deep learning-based binocular system for automated diabetic retinopathy grading with prior clinical knowledge integration. Vis. Comput. Saba Ghazanfar Ali, Xiangning Wang, Lei Bi, Younhyun Jung, Tingli Chen, Haifang Zhang
2025	J	`jnl`	Enhancing Medical Vision-Language Contrastive Learning via Inter-Matching Relation Modeling. IEEE Trans. Medical Imaging Mingjian Li, Mingyuan Meng, Michael J. Fulham, David Dagan Feng, Lei Bi, Jinman Kim
2025	J	`jnl`	HRDC challenge: a public benchmark for hypertension and hypertensive retinopathy classification from fundus images. Vis. Comput. Bo Qian, Xiangning Wang, Zhouyu Guan, Dawei Yang, An-ran Ran, Tingyao Li, Zheyuan Wang, Yang Wen, Xinming Shu, Jinyang Xie, Shichang Liu, Guanyu Xing, Julio Silva-Rodríguez, Riadh Kobbi, Ping Li, Tingli Chen, Lei Bi, Jinman Kim, Weiping Jia, Huating Li, Jing Qin, Ping Zhang, Ching-Yu Cheng, Pheng-Ann Heng, Tien Yin Wong, Carol Y. Cheung, Yih-Chung Tham, Nadia Magnenat-Thalmann, Bin Sheng
2025	J	`jnl`	Self-supervised multi-modality learning for multi-label skin lesion classification. Comput. Methods Programs Biomed. Hao Wang, Euijoon Ahn, Lei Bi, Jinman Kim
2025	J	`jnl`	TEANet: Automated tooth extraction and arrangement with tooth-level graph spatial transformation network. Comput. Methods Programs Biomed. Xiaoshuang Li, Miri Chung, Lei Bi, Jialiang Huang, Yichen Pan, David Feng, Dong Chen, Bin Sheng, Jinman Kim, Lingyong Jiang
2025	Misc	`conf`	mmDFC: Multi-Modality Dynamic Fusion and Modal-Decoupled Alternating Optimization for Retinal Vessel Occlusion Prognosis. DICTA Xinyu Huo, Yige Peng, Yupeng Xu, Jinman Kim, Suqin Yu, Lei Bi
2024	—	`conf`	3DPX: Progressive 2D-to-3D Oral Image Reconstruction with Hybrid MLP-CNN Networks. MICCAI (7) Xiaoshuang Li, Mingyuan Meng, Zimo Huang, Lei Bi, Eduardo Delamare, David Dagan Feng, Bin Sheng, Jinman Kim
2024	J	`jnl`	3DPX: Progressive 2D-to-3D Oral Image Reconstruction with Hybrid MLP-CNN Networks. CoRR Xiaoshuang Li, Mingyuan Meng, Zimo Huang, Lei Bi, Eduardo Delamare, Dagan Feng, Bin Sheng, Jinman Kim
2024	J	`jnl`	3DPX: Single Panoramic X-ray Analysis Guided by 3D Oral Structure Reconstruction. CoRR Xiaoshuang Li, Zimo Huang, Mingyuan Meng, Eduardo Delamare, Dagan Feng, Lei Bi, Bin Sheng, Lingyong Jiang, Bo Li, Jinman Kim
2024	Misc	`conf`	A Reverse Method of Data Augmentation for High Quality PET Image Synthesis. DICTA Boyuan Tan, Yuxin Xue, Lei Bi, Jinman Kim
2024	J	`jnl`	A Transformer-Assisted Cascade Learning Network for Choroidal Vessel Segmentation. J. Comput. Sci. Technol. Yang Wen, Yi-Lin Wu, Lei Bi, Wuzhen Shi, Xiao-Xiao Liu, Yupeng Xu, Xun Xu, Wen-Ming Cao, David Dagan Feng
2024	J	`jnl`	A deep learning system for myopia onset prediction and intervention effectiveness evaluation in children. npj Digit. Medicine Ziyi Qi, Tingyao Li, Jun Chen, Jason C. Yam, Yang Wen, Gengyou Huang, Hua Zhong, Mingguang He, Dan Zhu, Rongping Dai, Bo Qian, Jingjing Wang, Chaoxu Qian, Wei Wang, Yanfei Zheng, Jian Zhang, Xianglong Yi, Zheyuan Wang, Bo Zhang, Chunyu Liu, Tianyu Cheng, Xiaokang Yang, Jun Li, Yan-Ting Pan, Xiaohu Ding, Ruilin Xiong, Yan Wang, Yan Zhou, Dagan Feng, Sichen Liu, Linlin Du, Jinliuxing Yang, Zhuoting Zhu, Lei Bi, Jinman Kim, Fangyao Tang, Yuzhou Zhang, Xiujuan Zhang, Haidong Zou, Marcus Ang, Clement C. Tham, Carol Y. Cheung, Chi Pui Pang, Bin Sheng, Xiangui He, Xun Xu
2024	—	`ed.`	Advances in Computer Graphics - 40th Computer Graphics International Conference, CGI 2023, Shanghai, China, August 28 - September 1, 2023, Proceedings, Part I CGI (1) Bin Sheng, Lei Bi, Jinman Kim, Nadia Magnenat-Thalmann, Daniel Thalmann
2024	C	`ed.`	Advances in Computer Graphics - 40th Computer Graphics International Conference, CGI 2023, Shanghai, China, August 28 - September 1, 2023, Proceedings, Part II CGI Bin Sheng, Lei Bi, Jinman Kim, Nadia Magnenat-Thalmann, Daniel Thalmann
2024	—	`ed.`	Advances in Computer Graphics - 40th Computer Graphics International Conference, CGI 2023, Shanghai, China, August 28 - September 1, 2023, Proceedings, Part III CGI (3) Bin Sheng, Lei Bi, Jinman Kim, Nadia Magnenat-Thalmann, Daniel Thalmann
2024	—	`ed.`	Advances in Computer Graphics - 40th Computer Graphics International Conference, CGI 2023, Shanghai, China, August 28 - September 1, 2023, Proceedings, Part IV CGI (4) Bin Sheng, Lei Bi, Jinman Kim, Nadia Magnenat-Thalmann, Daniel Thalmann
2024	J	`jnl`	Advancing Deformable Medical Image Registration with Multi-axis Cross-covariance Attention. CoRR Mingyuan Meng, Michael J. Fulham, Lei Bi, Jinman Kim
2024	J	`jnl`	Attention-based multi-scale feature fusion network for myopia grading using optical coherence tomography images. Vis. Comput. Gengyou Huang, Yang Wen, Bo Qian, Lei Bi, Tingli Chen, Bin Sheng
2024	J	`jnl`	Automatic Left Ventricular Cavity Segmentation via Deep Spatial Sequential Network in 4D Computed Tomography Studies. CoRR Yuyu Guo, Lei Bi, Zhengbin Zhu, David Dagan Feng, Ruiyan Zhang, Qian Wang, Jinman Kim
2024	J	`jnl`	ClarityDiffuseNet: Enhancing fundus image quality under black shadows with diffusion model-based research. Pattern Recognit. Lett. Jiadi Dong, Tianwei Qian, Yuxian Jiang, Lei Bi, Jinman Kim, Lisheng Wang, Xun Xu
2024	A*	`conf`	Correlation-aware Coarse-to-fine MLPs for Deformable Medical Image Registration. CVPR Mingyuan Meng, Dagan Feng, Lei Bi, Jinman Kim
2024	J	`jnl`	Correlation-aware Coarse-to-fine MLPs for Deformable Medical Image Registration. CoRR Mingyuan Meng, Dagan Feng, Lei Bi, Jinman Kim
2024	J	`jnl`	Enhancing medical vision-language contrastive learning via inter-matching relation modelling. CoRR Mingjian Li, Mingyuan Meng, Michael J. Fulham, David Dagan Feng, Lei Bi, Jinman Kim
2024	—	`conf`	Full-TrSUN: A Full-Resolution Transformer UNet for High Quality PET Image Synthesis. MLMI@MICCAI (1) Boyuan Tan, Yuxin Xue, Lei Bi, Jinman Kim
2024	J	`jnl`	Hybrid CNN-transformer network for interactive learning of challenging musculoskeletal images. Comput. Methods Programs Biomed. Lei Bi, Ulrich Buehner, Xiaohang Fu, Tom M. Williamson, Peter Choong, Jinman Kim
2024	J	`jnl`	Hyper-Fusion Network for Semi-Automatic Segmentation of Skin Lesions. CoRR Lei Bi, Michael J. Fulham, Jinman Kim
2024	J	`jnl`	Language-guided Medical Image Segmentation with Target-informed Multi-level Contrastive Alignments. CoRR Mingjian Li, Mingyuan Meng, Shuchang Ye, David Dagan Feng, Lei Bi, Jinman Kim
2024	J	`jnl`	Metadata information and fundus image fusion neural network for hyperuricemia classification in diabetes. Comput. Methods Programs Biomed. Jin Wei, Yupeng Xu, Hanying Wang, Tian Niu, Yan Jiang, Yinchen Shen, Li Su, Tianyu Dou, Yige Peng, Lei Bi, Xun Xu, Yufan Wang, Kun Liu
2024	J	`jnl`	Results from the autoPET challenge on fully automated lesion segmentation in oncologic PET/CT imaging. Nat. Mac. Intell. Sergios Gatidis, Marcel Früh, Matthias Fabritius, Sijing Gu, Konstantin Nikolaou, Christian la Fougère, Jin Ye, Junjun He, Yige Peng, Lei Bi, Jun Ma, Bo Wang, Jia Zhang, Yukun Huang, Lars Heiliger, Zdravko Marinov, Rainer Stiefelhagen, Jan Egger, Jens Kleesiek, Ludovic Sibille, Lei Xiang, Simone Bendazzoli, Mehdi Astaraki, Michael Ingrisch, Clemens C. Cyran, Thomas Küstner
2024	—	`conf`	Semi-Mamba: Improving Medical Image Segmentation via Semi-Automatic Mamba Network. CGI (3) Lei Bi, Yige Peng, David Dagan Feng, Jinman Kim
2023	J	`jnl`	A Shortened Model for Logan Reference Plot Implemented via the Self-Supervised Neural Network for Parametric PET Imaging. IEEE Trans. Medical Imaging Wenxiang Ding, Qiaoqiao Ding, Kewei Chen, Miao Zhang, Li Lv, David Dagan Feng, Lei Bi, Jinman Kim, Qiu Huang
2023	J	`jnl`	AutoFuse: Automatic Fusion Networks for Deformable Medical Image Registration. CoRR Mingyuan Meng, Michael J. Fulham, Dagan Feng, Lei Bi, Jinman Kim
2023	—	`conf`	CG-3DSRGAN: A classification guided 3D generative adversarial network for image quality recovery from low-dose PET images. EMBC Yuxin Xue, Yige Peng, Lei Bi, Dagan Feng, Jinman Kim
2023	J	`jnl`	CG-3DSRGAN: A classification guided 3D generative adversarial network for image quality recovery from low-dose PET images. CoRR Yuxin Xue, Yige Peng, Lei Bi, Dagan Feng, Jinman Kim
2023	J	`jnl`	DeepMSS: Deep Multi-Modality Segmentation-to-Survival Learning for Survival Outcome Prediction from PET/CT Images. CoRR Mingyuan Meng, Bingxin Gu, Michael J. Fulham, Shaoli Song, Dagan Feng, Lei Bi, Jinman Kim
2023	J	`jnl`	Full-resolution MLPs Empower Medical Dense Prediction. CoRR Mingyuan Meng, Yuxin Xue, David Dagan Feng, Lei Bi, Jinman Kim
2023	—	`conf`	Hyper-Connected Transformer Network for Multi-Modality PET-CT Segmentation. EMBC Lei Bi, Michael J. Fulham, Shaoli Song, David Dagan Feng, Jinman Kim
2023	J	`jnl`	Image analysis in advanced skin imaging technology. Comput. Methods Programs Biomed. Lei Bi, M. Emre Celebi, Hitoshi Iyatomi, Pablo Fernandez-Penas, Jinman Kim
2023	—	`conf`	Merging-Diverging Hybrid Transformer Networks for Survival Prediction in Head and Neck Cancer. MICCAI (6) Mingyuan Meng, Lei Bi, Michael J. Fulham, David Feng, Jinman Kim
2023	J	`jnl`	Merging-Diverging Hybrid Transformer Networks for Survival Prediction in Head and Neck Cancer. CoRR Mingyuan Meng, Lei Bi, Michael J. Fulham, Dagan Feng, Jinman Kim
2023	—	`conf`	Non-iterative Coarse-to-Fine Transformer Networks for Joint Affine and Deformable Image Registration. MICCAI (10) Mingyuan Meng, Lei Bi, Michael J. Fulham, David Dagan Feng, Jinman Kim
2023	J	`jnl`	Non-iterative Coarse-to-fine Transformer Networks for Joint Affine and Deformable Image Registration. CoRR Mingyuan Meng, Lei Bi, Michael J. Fulham, Dagan Feng, Jinman Kim
2023	J	`jnl`	PET Synthesis via Self-supervised Adaptive Residual Estimation Generative Adversarial Network. CoRR Yuxin Xue, Lei Bi, Yige Peng, Michael J. Fulham, David Dagan Feng, Jinman Kim
2023	J	`jnl`	Self-Supervised Multi-Modality Learning for Multi-Label Skin Lesion Classification. CoRR Hao Wang, Euijoon Ahn, Lei Bi, Jinman Kim
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	J	`jnl`	Unsupervised Landmark Detection-Based Spatiotemporal Motion Estimation for 4-D Dynamic Medical Images. IEEE Trans. Cybern. Yuyu Guo, Lei Bi, Dongming Wei, Liyun Chen, Zhengbin Zhu, Dagan Feng, Ruiyan Zhang, Qian Wang, Jinman Kim
2022	J	`jnl`	An attention-enhanced cross-task network to analyse lung nodule attributes in CT images. Pattern Recognit. Xiaohang Fu, Lei Bi, Ashnil Kumar, Michael J. Fulham, Jinman Kim
2022	J	`jnl`	Automatic Tumor Segmentation via False Positive Reduction Network for Whole-Body Multi-Modal PET/CT Images. CoRR Yige Peng, Jinman Kim, Dagan Feng, Lei Bi
2022	—	`conf`	Brain Tumor Sequence Registration with Non-iterative Coarse-To-Fine Networks and Dual Deep Supervision. BrainLes@MICCAI Mingyuan Meng, Lei Bi, David Feng, Jinman Kim
2022	J	`jnl`	Brain Tumor Sequence Registration with Non-iterative Coarse-to-fine Networks and Dual Deep Supervision. CoRR Mingyuan Meng, Lei Bi, Dagan Feng, Jinman Kim
2022	J	`jnl`	Deep multi-scale resemblance network for the sub-class differentiation of adrenal masses on computed tomography images. Artif. Intell. Medicine Lei Bi, Jinman Kim, Tingwei Su, Michael J. Fulham, David Dagan Feng, Guang Ning
2022	J	`jnl`	DeepMTS: Deep Multi-Task Learning for Survival Prediction in Patients With Advanced Nasopharyngeal Carcinoma Using Pretreatment PET/CT. IEEE J. Biomed. Health Informatics Mingyuan Meng, Bingxin Gu, Lei Bi, Shaoli Song, David Dagan Feng, Jinman Kim
2022	J	`jnl`	Enhancing medical image registration via appearance adjustment networks. NeuroImage Mingyuan Meng, Lei Bi, Michael J. Fulham, David Dagan Feng, Jinman Kim
2022	J	`jnl`	Graph-Based Intercategory and Intermodality Network for Multilabel Classification and Melanoma Diagnosis of Skin Lesions in Dermoscopy and Clinical Images. IEEE Trans. Medical Imaging Xiaohang Fu, Lei Bi, Ashnil Kumar, Michael J. Fulham, Jinman Kim
2022	J	`jnl`	Hyper-Connected Transformer Network for Co-Learning Multi-Modality PET-CT Features. CoRR Lei Bi, Xiaohang Fu, Qiufang Liu, Shaoli Song, David Dagan Feng, Michael J. Fulham, Jinman Kim
2022	J	`jnl`	Hyper-fusion network for semi-automatic segmentation of skin lesions. Medical Image Anal. Lei Bi, Michael J. Fulham, Jinman Kim
2022	J	`jnl`	Improving Breast Tumor Segmentation in PET via Attentive Transformation Based Normalization. IEEE J. Biomed. Health Informatics Xiaoya Qiao, Chunjuan Jiang, Panli Li, Yuan Yuan, Qinglong Zeng, Lei Bi, Shaoli Song, Jinman Kim, David Dagan Feng, Qiu Huang
2022	—	`conf`	Non-iterative Coarse-to-Fine Registration Based on Single-Pass Deep Cumulative Learning. MICCAI (6) Mingyuan Meng, Lei Bi, Dagan Feng, Jinman Kim
2022	J	`jnl`	Non-iterative Coarse-to-fine Registration based on Single-pass Deep Cumulative Learning. CoRR Mingyuan Meng, Lei Bi, Dagan Feng, Jinman Kim
2022	—	`conf`	Radiomics-Enhanced Deep Multi-task Learning for Outcome Prediction in Head and Neck Cancer. HECKTOR@MICCAI Mingyuan Meng, Lei Bi, Dagan Feng, Jinman Kim
2022	J	`jnl`	Radiomics-enhanced Deep Multi-task Learning for Outcome Prediction in Head and Neck Cancer. CoRR Mingyuan Meng, Lei Bi, Dagan Feng, Jinman Kim
2021	C	`conf`	A Classification Network for Ocular Diseases Based on Structure Feature and Visual Attention. CGI Yang Wen, Yupeng Xu, Kun Liu, Bin Sheng, Lei Bi, Jinman Kim, Xiangui He, Xun Xu
2021	J	`jnl`	Attention-Enhanced Cross-Task Network for Analysing Multiple Attributes of Lung Nodules in CT. CoRR Xiaohang Fu, Lei Bi, Ashnil Kumar, Michael J. Fulham, Jinman Kim
2021	J	`jnl`	Automatic left ventricular cavity segmentation via deep spatial sequential network in 4D computed tomography. Comput. Medical Imaging Graph. Yuyu Guo, Lei Bi, Zhengbin Zhu, David Dagan Feng, Ruiyan Zhang, Qian Wang, Jinman Kim
2021	J	`jnl`	DeepMTS: Deep Multi-task Learning for Survival Prediction in Patients with Advanced Nasopharyngeal Carcinoma using Pretreatment PET/CT. CoRR Mingyuan Meng, Bingxin Gu, Lei Bi, Shaoli Song, David Dagan Feng, Jinman Kim
2021	J	`jnl`	Enhancing Medical Image Registration via Appearance Adjustment Networks. CoRR Mingyuan Meng, Lei Bi, Michael J. Fulham, David Dagan Feng, Jinman Kim
2021	J	`jnl`	Graph-Based Intercategory and Intermodality Network for Multilabel Classification and Melanoma Diagnosis of Skin Lesions in Dermoscopy and Clinical Images. CoRR Xiaohang Fu, Lei Bi, Ashnil Kumar, Michael J. Fulham, Jinman Kim
2021	J	`jnl`	High-parallelism Inception-like Spiking Neural Networks for Unsupervised Feature Learning. Neurocomputing Mingyuan Meng, Xingyu Yang, Lei Bi, Jinman Kim, Shanlin Xiao, Zhiyi Yu
2021	C	`conf`	Multi-Stream Fusion Network for Multi-Distortion Image Super-Resolution. CGI Yang Wen, Yupeng Xu, Bin Sheng, Ping Li, Lei Bi, Jinman Kim, Xiangui He, Xun Xu
2021	—	`conf`	Multi-task Deep Learning for Joint Tumor Segmentation and Outcome Prediction in Head and Neck Cancer. HECKTOR@MICCAI Mingyuan Meng, Yige Peng, Lei Bi, Jinman Kim
2021	J	`jnl`	Multimodal Spatial Attention Module for Targeting Multimodal PET-CT Lung Tumor Segmentation. IEEE J. Biomed. Health Informatics Xiaohang Fu, Lei Bi, Ashnil Kumar, Michael J. Fulham, Jinman Kim
2021	J	`jnl`	Predicting Distant Metastases in Soft-Tissue Sarcomas from PET-CT scans using Constrained Hierarchical Multi-Modality Feature Learning. CoRR Yige Peng, Lei Bi, Ashnil Kumar, Michael J. Fulham, Dagan Feng, Jinman Kim
2021	J	`jnl`	Prediction of 5-year Progression-Free Survival in Advanced Nasopharyngeal Carcinoma with Pretreatment PET/CT using Multi-Modality Deep Learning-based Radiomics. CoRR Bingxin Gu, Mingyuan Meng, Lei Bi, Jinman Kim, David Dagan Feng, Shaoli Song
2021	J	`jnl`	Recurrent feature fusion learning for multi-modality pet-ct tumor segmentation. Comput. Methods Programs Biomed. Lei Bi, Michael J. Fulham, Nan Li, Qiufang Liu, Shaoli Song, David Dagan Feng, Jinman Kim
2021	J	`jnl`	Spatio-Temporal Dual-Stream Neural Network for Sequential Whole-Body PET Segmentation. CoRR Kai-Chieh Liang, Lei Bi, Ashnil Kumar, Michael J. Fulham, Jinman Kim
2021	J	`jnl`	Unsupervised Landmark Detection Based Spatiotemporal Motion Estimation for 4D Dynamic Medical Images. CoRR Yuyu Guo, Lei Bi, Dongming Wei, Liyun Chen, Zhengbin Zhu, Dagan Feng, Ruiyan Zhang, Qian Wang, Jinman Kim
2021	J	`jnl`	Unsupervised brain tumor segmentation using a symmetric-driven adversarial network. Neurocomputing Xinheng Wu, Lei Bi, Michael J. Fulham, David Dagan Feng, Luping Zhou, Jinman Kim
2020	A*	`conf`	A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical Image. CVPR Yuyu Guo, Lei Bi, Euijoon Ahn, Dagan Feng, Qian Wang, Jinman Kim
2020	J	`jnl`	A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical Image. CoRR Yuyu Guo, Lei Bi, Euijoon Ahn, Dagan Feng, Qian Wang, Jinman Kim
2020	J	`jnl`	Deep Multi-Scale Resemblance Network for the Sub-class Differentiation of Adrenal Masses on Computed Tomography Images. CoRR Lei Bi, Jinman Kim, Tingwei Su, Michael J. Fulham, David Dagan Feng, Guang Ning
2020	—	`conf`	Improving PET-CT Image Segmentation via Deep Multi-modality Data Augmentation. MLMIR@MICCAI Kaiyi Cao, Lei Bi, Dagan Feng, Jinman Kim
2020	—	`conf`	Malocclusion Treatment Planning via PointNet Based Spatial Transformation Network. MICCAI (3) Xiaoshuang Li, Lei Bi, Jinman Kim, Tingyao Li, Peng Li, Ye Tian, Bin Sheng, Dagan Feng
2020	J	`jnl`	Multi-Label classification of multi-modality skin lesion via hyper-connected convolutional neural network. Pattern Recognit. Lei Bi, David Dagan Feng, Michael J. Fulham, Jinman Kim
2020	J	`jnl`	Multi-Modality Information Fusion for Radiomics-based Neural Architecture Search. CoRR Yige Peng, Lei Bi, Michael J. Fulham, Dagan Feng, Jinman Kim
2020	—	`conf`	Multi-modality Information Fusion for Radiomics-Based Neural Architecture Search. MICCAI (7) Yige Peng, Lei Bi, Michael J. Fulham, Dagan Feng, Jinman Kim
2020	J	`jnl`	Multimodal Spatial Attention Module for Targeting Multimodal PET-CT Lung Tumor Segmentation. CoRR Xiaohang Fu, Lei Bi, Ashnil Kumar, Michael J. Fulham, Jinman Kim
2020	C	`conf`	Unsupervised Positron Emission Tomography Tumor Segmentation via GAN based Adversarial Auto-Encoder. ICARCV Xinheng Wu, Lei Bi, Michael J. Fulham, Jinman Kim
2019	J	`jnl`	A direct volume rendering visualization approach for serial PET-CT scans that preserves anatomical consistency. Int. J. Comput. Assist. Radiol. Surg. Younhyun Jung, Jinman Kim, Lei Bi, Ashnil Kumar, David Dagan Feng, Michael J. Fulham
2019	J	`jnl`	An automated segmentation framework for nasal computational fluid dynamics analysis in computed tomography. Comput. Biol. Medicine Robin Huang, Anthony Nedanoski, David F. Fletcher, Narinder Singh, Jérôme Schmid, Paul M. Young, Nicholas Stow, Lei Bi, Daniela Traini, Eugene Wong, Craig L. Phillips, Ronald R. Grunstein, Jinman Kim
2019	J	`jnl`	Automated Segmentation of the Optic Disk and Cup using Dual-Stage Fully Convolutional Networks. CoRR Lei Bi, Yuyu Guo, Qian Wang, Dagan Feng, Michael J. Fulham, Jinman Kim
2019	C	`conf`	Deep Intrinsic Image Decomposition Using Joint Parallel Learning. CGI Yuan Yuan, Bin Sheng, Ping Li, Lei Bi, Jinman Kim, Enhua Wu
2019	—	`conf`	Deep Local-Global Refinement Network for Stent Analysis in IVOCT Images. MICCAI (5) Yuyu Guo, Lei Bi, Ashnil Kumar, Yue Gao, Ruiyan Zhang, Dagan Feng, Qian Wang, Jinman Kim
2019	—	`conf`	Deep multi-modality collaborative learning for distant metastases predication in PET-CT soft-tissue sarcoma studies. EMBC Yige Peng, Lei Bi, Yuyu Guo, Dagan Feng, Michael J. Fulham, Jinman Kim
2019	—	`conf`	Detect Glaucoma with Image Segmentation and Transfer Learning. CASA Lianyi Wu, Yiming Liu, Yelin Shi, Bin Sheng, Ping Li, Lei Bi, Jinman Kim
2019	—	`conf`	Improving Skin Lesion Segmentation via Stacked Adversarial Learning. ISBI Lei Bi, Dagan Feng, Michael J. Fulham, Jinman Kim
2019	—	`conf`	Optic Disc and Cup Segmentation Based on Enhanced SegNet. CASA Lianyi Wu, Yiming Liu, Yelin Shi, Bin Sheng, Ping Li, Lei Bi, Jinman Kim
2019	J	`jnl`	Step-wise integration of deep class-specific learning for dermoscopic image segmentation. Pattern Recognit. Lei Bi, Jinman Kim, Euijoon Ahn, Ashnil Kumar, Dagan Feng, Michael J. Fulham
2018	—	`—`	Deep Cascaded Fully Convolutional Networks for Medical Image Segmentation. Lei Bi
2018	J	`jnl`	Dual-Path Adversarial Learning for Fully Convolutional Network (FCN)-Based Medical Image Segmentation. Vis. Comput. Lei Bi, Dagan Feng, Jinman Kim
2018	J	`jnl`	Improving Automatic Skin Lesion Segmentation using Adversarial Learning based Data Augmentation. CoRR Lei Bi, Dagan Feng, Jinman Kim
2017	—	`conf`	Adrenal lesions detection on low-contrast CT images using fully convolutional networks with multi-scale integration. ISBI Lei Bi, Jinman Kim, Tingwei Su, Michael J. Fulham, Dagan Feng, Guang Ning
2017	J	`jnl`	Automatic Liver Lesion Detection using Cascaded Deep Residual Networks. CoRR Lei Bi, Jinman Kim, Ashnil Kumar, Dagan Feng
2017	J	`jnl`	Automatic Skin Lesion Analysis using Large-scale Dermoscopy Images and Deep Residual Networks. CoRR Lei Bi, Jinman Kim, Euijoon Ahn, Dagan Feng
2017	J	`jnl`	Automatic detection and classification of regions of FDG uptake in whole-body PET-CT lymphoma studies. Comput. Medical Imaging Graph. Lei Bi, Jinman Kim, Ashnil Kumar, Lingfeng Wen, Dagan Feng, Michael J. Fulham
2017	J	`jnl`	Dermoscopic Image Segmentation via Multistage Fully Convolutional Networks. IEEE Trans. Biomed. Eng. Lei Bi, Jinman Kim, Euijoon Ahn, Ashnil Kumar, Michael J. Fulham, Dagan Feng
2017	J	`jnl`	Saliency-Based Lesion Segmentation Via Background Detection in Dermoscopic Images. IEEE J. Biomed. Health Informatics Euijoon Ahn, Jinman Kim, Lei Bi, Ashnil Kumar, Changyang Li, Michael J. Fulham, David Dagan Feng
2017	—	`conf`	Semi-automatic skin lesion segmentation via fully convolutional networks. ISBI Lei Bi, Jinman Kim, Euijoon Ahn, Dagan Feng, Michael J. Fulham
2017	J	`jnl`	Stacked fully convolutional networks with multi-channel learning: application to medical image segmentation. Vis. Comput. Lei Bi, Jinman Kim, Ashnil Kumar, Michael J. Fulham, Dagan Feng
2017	—	`conf`	Synthesis of Positron Emission Tomography (PET) Images via Multi-channel Generative Adversarial Networks (GANs). CMMI/RAMBO/SWITCH@MICCAI Lei Bi, Jinman Kim, Ashnil Kumar, Dagan Feng, Michael J. Fulham
2017	J	`jnl`	Synthesis of Positron Emission Tomography (PET) Images via Multi-channel Generative Adversarial Networks (GANs). CoRR Lei Bi, Jinman Kim, Ashnil Kumar, Dagan Feng, Michael J. Fulham
2016	—	`conf`	A locally constrained statistical shape model for robust nasal cavity segmentation in computed tomography. ISBI Robin Huang, Ang Li, Lei Bi, Changyang Li, Paul M. Young, Gregory King, David Dagan Feng, Jinman Kim
2016	—	`conf`	Automated skin lesion segmentation via image-wise supervised learning and multi-scale superpixel based cellular automata. ISBI Lei Bi, Jinman Kim, Euijoon Ahn, Dagan Feng, Michael J. Fulham
2016	—	`conf`	Automatic melanoma detection via multi-scale lesion-biased representation and joint reverse classification. ISBI Lei Bi, Jinman Kim, Euijoon Ahn, Dagan Feng, Michael J. Fulham
2015	Misc	`conf`	A Locally Constrained Random Walk Approach for Airway Segmentation of Low-Contrast Computed Tomography (CT) Image. DICTA Robin Huang, Lei Bi, Changyang Li, Younhyun Jung, Jinman Kim, Michael J. Fulham, David Dagan Feng
2015	—	`conf`	Automated saliency-based lesion segmentation in dermoscopic images. EMBC Euijoon Ahn, Lei Bi, Younhyun Jung, Jinman Kim, Changyang Li, Michael J. Fulham, David Dagan Feng
2015	—	`conf`	Automated thresholded region classification using a robust feature selection method for PET-CT. ISBI Lei Bi, Jinman Kim, Lingfeng Wen, David Dagan Feng, Michael J. Fulham
2014	—	`conf`	Classification of thresholded regions based on selective use of PET, CT and PET-CT image features. EMBC Lei Bi, Jinman Kim, David Dagan Feng, Michael J. Fulham
2014	—	`conf`	Multi-stage Thresholded Region Classification for Whole-Body PET-CT Lymphoma Studies. MICCAI (1) Lei Bi, Jinman Kim, David Dagan Feng, Michael J. Fulham
2013	B	`conf`	A web-based medical multimedia visualisation interface for personal health records. CBMS Michael de Ridder, Liviu Constantinescu, Lei Bi, Younhyun Jung, Ashnil Kumar, Jinman Kim, David Dagan Feng, Michael J. Fulham
2013	—	`conf`	Cellular automata and anisotropic diffusion filter based interactive tumor segmentation for positron emission tomography. EMBC Lei Bi, Jinman Kim, Lingfeng Wen, Ashnil Kumar, Michael J. Fulham, David Dagan Feng
2013	—	`conf`	Data processing and presentation for a personalised, image-driven medical graphical avatar. EMBC Michael de Ridder, Lei Bi, Liviu Constantinescu, Jinman Kim, David Dagan Feng
2013	J	`jnl`	Designing user interfaces to enhance human interpretation of medical content-based image retrieval: application to PET-CT images. Int. J. Comput. Assist. Radiol. Surg. Ashnil Kumar, Jinman Kim, Lei Bi, Michael J. Fulham, Dagan Feng
2012	—	`conf`	Automated and Robust PERCIST-based Thresholding framework for whole body PET-CT studies. EMBC Lei Bi, Jinman Kim, Lingfeng Wen, David Dagan Feng
2012	Misc	`conf`	Automatic Descending Aorta Segmentation in Whole-Body PET-CT Studies for PERCIST-Based Thresholding. DICTA Lei Bi, Jinman Kim, Lingfeng Wen, David Dagan Feng