Zhifan Gao

135 papers A* 1A 2B 1Journal 108Unranked 23
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive Sequential Bayesian Iterative Learning for Myocardial Motion Estimation on Cardiac Image Sequences.
IEEE Trans. Medical Imaging
Shuxin Zhuang, Heye Zhang, Dong Liang, Hui Liu, Zhifan Gao
2026 J jnl
Annealing Genetic Slicing Adversarial Networks Based Feedback for Imbalanced Visual Classification.
IEEE Trans. Artif. Intell.
Yongting Zhao, Zhifan Gao, Jingyu Hao, Yiwen Wang, Heye Zhang
2026 J jnl
Category-specific unlabeled data risk minimization for ultrasound semi-supervised segmentation.
Medical Image Anal.
Lu Xu, Mingyuan Liu, Boxuan Wei, Yihua He, Zhifan Gao, Hongbin Han, Jicong Zhang
2026 J jnl
Corrigendum to "Energy loss minimization-based side branch flow model for FFR calculation based on intracoronary images" [Computer Methods and Programs in Biomedicine 269 (2025) 108872].
Comput. Methods Programs Biomed.
Xiangling Lai, Xiaofei Xue, Zhifan Gao, Baihong Xie, Heye Zhang, Dong Yong, Haibo Jia, Xiujian Liu
2026 J jnl
Dynamical multi-order responses and global semantic-infused adversarial learning: A robust airway segmentation method.
Medical Image Anal.
Sheng Zhang, Yang Nan, Yingying Fang, Shiyi Wang, Yongkai Liu, Giorgos Papanastasiou, Zhifan Gao, Shuo Li, Simon Walsh, Guang Yang
2026 J jnl
Embracing knowledge integration from the vision-language model for federated domain generalization on multi-source fused data.
Inf. Fusion
Zhenyu Liu, Heye Zhang, Yiwen Wang, Zhifan Gao
2026 J jnl
From Coarse to Continuous: Progressive Refinement Implicit Neural Representation for Motion-Robust Anisotropic MRI Reconstruction.
IEEE Trans. Image Process.
Zhenxuan Zhang, Lipei Zhang, Yanqi Cheng, Zi Wang, Fanwen Wang, Haosen Zhang, Yue Yang, Yinzhe Wu, Jiahao Huang, Angelica I. Avilés-Rivero, Zhifan Gao, Guang Yang, Peter J. Lally
2026 A* conf
GEMA-Score: Granular Explainable Multi-Agent Scoring Framework for Radiology Report Evaluation.
AAAI
Zhenxuan Zhang, Kinhei Lee, Peiyuan Jing, Weihang Deng, Huichi Zhou, Zihao Jin, Jiahao Huang, Zhifan Gao, Dominic C. Marshall, Yingying Fang, Guang Yang
2026 J jnl
Hierarchical geometric-spectral mamba architecture for identification in conveyance components wear.
Expert Syst. Appl.
Weiyuan Lin, Jiaxin Li, Yiwen Wang, Rui Wang, Zhifan Gao, Hening Yu, Khan Muhammad
2026 J jnl
Physics-Guided Variational Method for Fractional Flow Reserve Based on Coronary Angiography.
IEEE Trans. Medical Imaging
Qi Zhang, Heye Zhang, Zhifan Gao, Baihong Xie, Zhihui Zhang, Dan Deng, Changnong Peng, Xiaoqing Wang, Xiujian Liu
2026 J jnl
Physics-encoded neural network via multi-scale tree-structured graph representation for assessing cardiovascular hemodynamics.
Expert Syst. Appl.
Anbang Wang, Xiaofei Xue, Zhifan Gao, Zhihui Zhang, Dan Deng, Xiujian Liu
2026 J jnl
Reason like a radiologist: Chain-of-thought and reinforcement learning for verifiable report generation.
Medical Image Anal.
Peiyuan Jing, Kinhei Lee, Zhenxuan Zhang, Huichi Zhou, Zhengqing Yuan, Zhifan Gao, Lei Zhu, Giorgos Papanastasiou, Yingying Fang, Guang Yang
2026 J jnl
Structure-constrained Language-informed Diffusion Model for Unpaired Low-dose Computed Tomography Angiography Reconstruction.
CoRR
Genyuan Zhang, Zihao Wang, Zhifan Gao, Lei Xu, Zhen Zhou, Haijun Yu, Jianjia Zhang, Xiujian Liu, Weiwei Zhang, Shaoyu Wang, Huazhu Fu, Fenglin Liu, Weiwen Wu
2025 J jnl
A priority-guided contrastive network for delineating vascular layers in arterial ultrasound.
Expert Syst. Appl.
Minhua Lu, Tianyu Lin, Weiyuan Lin, Zhaohui Li, Zhifan Gao
2025 J jnl
Advancing congenital heart defects screening from chest X-ray with multi-organ feature consistency and fusion learning.
Expert Syst. Appl.
Chengjin Yu, Rui Chen, Xinyi Wu, Zekun Tan, Tingyu Li, Hongyu Wu, Weidong Qiao, Xiaomei Zhong, Longwei Sun, Zhifan Gao, Weiyuan Lin, Yicong Wu, Hui Liu, Huafeng Liu
2025 J jnl
An orchestration learning framework for ultrasound imaging: Prompt-Guided Hyper-Perception and Attention-Matching Downstream Synchronization.
Medical Image Anal.
Zehui Lin, Shuo Li, Shanshan Wang, Zhifan Gao, Yue Sun, Chan-Tong Lam, Xindi Hu, Xin Yang, Dong Ni, Tao Tan
2025 J jnl
BLENet: A Bio-Inspired Lightweight and Efficient Network for Left Ventricle Segmentation in Echocardiography.
IEEE Trans. Circuits Syst. Video Technol.
Xintao Pang, Fengjuan Yao, Yanming Zhang, Yue Sun, Edmundo Patricio Lopes Lao, Chuan Lin, Patrick Cheong-Iao Pang, Wei Wang, Wei Li, Zhifan Gao, Tao Tan
2025 J jnl
Bi-variational physics-informed operator network for fractional flow reserve curve assessment from coronary angiography.
Medical Image Anal.
Baihong Xie, Heye Zhang, Anbang Wang, Xiujian Liu, Zhifan Gao
2025 J jnl
Causal recurrent intervention for cross-modal cardiac image segmentation.
Comput. Medical Imaging Graph.
Qixin Lin, Saidi Guo, Heye Zhang, Zhifan Gao
2025 J jnl
Cyclic Self-Supervised Diffusion for Ultra Low-field to High-field MRI Synthesis.
CoRR
Zhenxuan Zhang, Peiyuan Jing, Zi Wang, Ula Briski, Coraline Beitone, Yue Yang, Yinzhe Wu, Fanwen Wang, Liutao Yang, Jiahao Huang, Zhifan Gao, Zhaolin Chen, Kh Tohidul Islam, Guang Yang, Peter J. Lally
2025 J jnl
Energy loss minimization-based side branch flow model for FFR calculation based on intracoronary images.
Comput. Methods Programs Biomed.
Xiangling Lai, Xiaofei Xue, Zhifan Gao, Baihong Xie, Heye Zhang, Dong Yong, Haibo Jia, Xiujian Liu
2025 J jnl
Explainable Classification of Benign-Malignant Pulmonary Nodules With Neural Networks and Information Bottleneck.
IEEE Trans. Neural Networks Learn. Syst.
Haixing Zhu, Weipeng Liu, Zhifan Gao, Heye Zhang
2025 J jnl
FedBM: Stealing Knowledge from Pre-trained Language Models for Heterogeneous Federated Learning.
CoRR
Meilu Zhu, Qiushi Yang, Zhifan Gao, Yixuan Yuan, Jun Liu
2025 J jnl
FedBM: Stealing knowledge from pre-trained language models for heterogeneous federated learning.
Medical Image Anal.
Meilu Zhu, Qiushi Yang, Zhifan Gao, Yixuan Yuan, Jun Liu
2025 J jnl
FedHNR: Federated hierarchical resilient learning for echocardiogram segmentation with annotation noise.
Expert Syst. Appl.
Yiwen Wang, Wanli Ding, Weiyuan Lin, Tao Tan, Zhifan Gao
2025 J jnl
FedMDD: Multi-deliberation based calibration for federated long-tailed learning.
Knowl. Based Syst.
Yiwen Wang, Jiaxin Li, Heye Zhang, Jingfeng Zhang, Feng Wan, Anqi Qiu, Zhifan Gao
2025 J jnl
From Coarse to Continuous: Progressive Refinement Implicit Neural Representation for Motion-Robust Anisotropic MRI Reconstruction.
CoRR
Zhenxuan Zhang, Lipei Zhang, Yanqi Cheng, Zi Wang, Fanwen Wang, Haosen Zhang, Yue Yang, Yinzhe Wu, Jiahao Huang, Angelica I. Avilés-Rivero, Zhifan Gao, Guang Yang, Peter J. Lally
2025 J jnl
GEMA-Score: Granular Explainable Multi-Agent Score for Radiology Report Evaluation.
CoRR
Zhenxuan Zhang, Kinhei Lee, Weihang Deng, Huichi Zhou, Zihao Jin, Jiahao Huang, Zhifan Gao, Dominic C. Marshall, Yingying Fang, Guang Yang
2025 J jnl
Main Coronary Flow Calculation With the Assistance of Physiological Side Branch Flow.
IEEE Trans. Biomed. Eng.
Anbang Wang, Heye Zhang, Baihong Xie, Zhifan Gao, Yong Dong, Changnong Peng, Xiujian Liu
2025 J jnl
Multi-Domain Adversarial Variational Bayesian Inference for Domain Generalization.
IEEE Trans. Circuits Syst. Video Technol.
Zhifan Gao, Saidi Guo, Chenchu Xu, Jinglin Zhang, Mingming Gong, Javier Del Ser, Shuo Li
2025 J jnl
Multi-Level Noise Sampling From Single Image for Low-Dose Tomography Reconstruction.
IEEE J. Biomed. Health Informatics
Weiwen Wu, Yifei Long, Zhifan Gao, Guang Yang, Fangxiao Cheng, Jianjia Zhang
2025 J jnl
Multimodal Cross Global Learnable Attention Network for MR images denoising with arbitrary modal missing.
Comput. Medical Imaging Graph.
Mingfu Jiang, Shuai Wang, Ka-Hou Chan, Yue Sun, Yi Xu, Zhuoneng Zhang, Qinquan Gao, Zhifan Gao, Tong Tong, Hing-Chiu Chang, Tao Tan
2025 J jnl
Multiple token rearrangement Transformer network with explicit superpixel constraint for segmentation of echocardiography.
Medical Image Anal.
Wanli Ding, Heye Zhang, Xiujian Liu, Zhenxuan Zhang, Shuxin Zhuang, Zhifan Gao, Lin Xu
2025 J jnl
Pretext Task Adversarial Learning for Unpaired Low-field to Ultra High-field MRI Synthesis.
CoRR
Zhenxuan Zhang, Peiyuan Jing, Coraline Beitone, Jiahao Huang, Zhifan Gao, Guang Yang, Peter J. Lally
2025 J jnl
RSFR: A Coarse-to-Fine Reconstruction Framework for Diffusion Tensor Cardiac MRI with Semantic-Aware Refinement.
CoRR
Jiahao Huang, Fanwen Wang, Pedro F. Ferreira, Haosen Zhang, Yinzhe Wu, Zhifan Gao, Lei Zhu, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb, Andrew D. Scott, Zohya Khalique, Maria Dwornik, Ramyah Rajakulasingam, Ranil De Silva, Dudley J. Pennell, Guang Yang, Sonia Nielles-Vallespin
2025 J jnl
Reason Like a Radiologist: Chain-of-Thought and Reinforcement Learning for Verifiable Report Generation.
CoRR
Peiyuan Jing, Kinhei Lee, Zhenxuan Zhang, Huichi Zhou, Zhengqing Yuan, Zhifan Gao, Lei Zhu, Giorgos Papanastasiou, Yingying Fang, Guang Yang
2025 J jnl
Revisiting Medical Image Retrieval via Knowledge Consolidation.
CoRR
Yang Nan, Huichi Zhou, Xiaodan Xing, Giorgos Papanastasiou, Lei Zhu, Zhifan Gao, Alejandro F. Frangi, Guang Yang
2025 J jnl
Revisiting medical image retrieval via knowledge consolidation.
Medical Image Anal.
Yang Nan, Huichi Zhou, Xiaodan Xing, Giorgos Papanastasiou, Lei Zhu, Zhifan Gao, Alejandro F. Frangi, Guang Yang
2025 J jnl
Task-oriented Uncertainty Collaborative Learning for Label-Efficient Brain Tumor Segmentation.
CoRR
Zhenxuan Zhang, Hongjie Wu, Jiahao Huang, Baihong Xie, Zhifan Gao, Junxian Du, Peter J. Lally, Guang Yang
2025 — conf
Vision-Language Semantic Guidance for Ejection Fraction Assessment in Echocardiography.
BIBM
Dashun Zheng, Patrick Cheong-Iao Pang, Jiaxuan Li, Wei Li, Yanming Zhang, Edmundo Patricio Lopes Lao, Yapeng Wang, Zhifan Gao, Tao Tan
2024 J jnl
A Deformable Constraint Transport Network for Optimal Aortic Segmentation From CT Images.
IEEE Trans. Medical Imaging
Weiyuan Lin, Zhifan Gao, Hui Liu, Heye Zhang
2024 J jnl
Accurate segmentation of liver tumor from multi-modality non-contrast images using a dual-stream multi-level fusion framework.
Comput. Medical Imaging Graph.
Chenchu Xu, Xue Wu, Boyan Wang, Jie Chen, Zhifan Gao, Xiujian Liu, Heye Zhang
2024 J jnl
Adaptive dynamic inference for few-shot left atrium segmentation.
Medical Image Anal.
Jun Chen, Xuejiao Li, Heye Zhang, Yongwon Cho, Sung Ho Hwang, Zhifan Gao, Guang Yang
2024 J jnl
Collaborative compensative transformer network for salient object detection.
Pattern Recognit.
Jun Chen, Heye Zhang, Mingming Gong, Zhifan Gao
2024 J jnl
Constraint-Aware Learning for Fractional Flow Reserve Pullback Curve Estimation From Invasive Coronary Imaging.
IEEE Trans. Medical Imaging
Dong Zhang, Xiujian Liu, Anbang Wang, Hongwei Zhang, Guang Yang, Heye Zhang, Zhifan Gao
2024 J jnl
Distraction-aware hierarchical learning for vascular structure segmentation in intravascular ultrasound images.
Comput. Medical Imaging Graph.
Wenhao Zhong, Heye Zhang, Zhifan Gao, William Kongto Hau, Guang Yang, Xiujian Liu, Lin Xu
2024 J jnl
Embedding Tasks Into the Latent Space: Cross-Space Consistency for Multi-Dimensional Analysis in Echocardiography.
IEEE Trans. Medical Imaging
Zhenxuan Zhang, Chengjin Yu, Heye Zhang, Zhifan Gao
2024 J jnl
Frequency-Enhanced Geometric-Constrained Reconstruction for Localizing Myocardial Infarction in 12-Lead Electrocardiograms.
IEEE Trans. Biomed. Eng.
Shichang Lian, Zhifan Gao, Hui Wang, Xiujian Liu, Lei Xu, Huafeng Liu, Heye Zhang
2024 — conf
Fuzzy Attention-Based Border Rendering Network for Lung Organ Segmentation.
MICCAI (9)
Sheng Zhang, Yang Nan, Yingying Fang, Shiyi Wang, Xiaodan Xing, Zhifan Gao, Guang Yang
2024 J jnl
Fuzzy Attention-based Border Rendering Network for Lung Organ Segmentation.
CoRR
Sheng Zhang, Yang Nan, Yingying Fang, Shiyi Wang, Xiaodan Xing, Zhifan Gao, Guang Yang
2024 J jnl
Hierarchical Relational Inference for Few-Shot Learning in 3D Left Atrial Segmentation.
IEEE Trans. Emerg. Top. Comput. Intell.
Xuejiao Li, Jun Chen, Heye Zhang, Yongwon Cho, Sung Ho Hwang, Zhifan Gao, Guang Yang
2024 J jnl
Iterative Residual Optimization Network for Limited-Angle Tomographic Reconstruction.
IEEE Trans. Image Process.
Jiayi Pan, Hengyong Yu, Zhifan Gao, Shaoyu Wang, Heye Zhang, Weiwen Wu
2024 J jnl
Non-Invasive Assessment of Coronary Microvascular Dysfunction Using Vascular Deformation-Based Flow Estimation.
IEEE Trans. Biomed. Eng.
Xiaofei Xue, Dan Deng, Heye Zhang, Zhifan Gao, Ping Zhu, William Kongto Hau, Zhihui Zhang, Xiujian Liu
2024 J jnl
Prediction of Freezing of Gait in Parkinson's disease based on multi-channel time-series neural network.
Artif. Intell. Medicine
Boyan Wang, Xuegang Hu, Rongjun Ge, Chenchu Xu, Jinglin Zhang, Zhifan Gao, Shu Zhao, Kemal Polat
2024 J jnl
Quantification of functional hemodynamics in aortic valve disease using cardiac computed tomography angiography.
Comput. Biol. Medicine
Xiujian Liu, Ge Guo, Anbang Wang, Yupeng Wang, Shaomin Chen, Penghui Zhao, Zhaowei Yin, Suxuan Liu, Zhifan Gao, Heye Zhang, Lingyun Zu
2024 J jnl
STGNet: Spatio-temporal graph neural networks considering inherent properties of physiological signals for camera-based remote photoplethysmography.
Biomed. Signal Process. Control.
Jiahao Xiong, Weihua Ou, Yi Yao, Yingying Liu, Zhifan Gao, Zhonghua Liu, Jianping Gou
2024 J jnl
Scale Mutualized Perception for Vessel Border Detection in Intravascular Ultrasound Images.
IEEE Trans. Comput. Biol. Bioinform.
Xiujian Liu, Tianyuan Feng, Weipeng Liu, Liang Song, Yixuan Yuan, William Kongto Hau, Javier Del Ser, Zhifan Gao
2024 J jnl
Segmentation-assisted hierarchical constrained state space approach for robust carotid artery wall motion measurement.
Expert Syst. Appl.
Jinhui Wu, Heye Zhang, Xiujian Liu, Minhua Lu, Zhifan Gao
2024 J jnl
Semi-supervised domain adaptation incorporating three-way decision for multi-view echocardiographic sequence segmentation.
Appl. Soft Comput.
Shuxin Zhuang, Heye Zhang, Wanli Ding, Zhemin Zhuang, Jinglin Zhang, Zhifan Gao
2024 — conf
Stealing Knowledge from Pre-trained Language Models for Federated Classifier Debiasing.
MICCAI (10)
Meilu Zhu, Qiushi Yang, Zhifan Gao, Jun Liu, Yixuan Yuan
2024 — conf
UniUSNet: A Promptable Framework for Universal Ultrasound Disease Prediction and Tissue Segmentation.
BIBM
Zehui Lin, Zhuoneng Zhang, Xindi Hu, Zhifan Gao, Xin Yang, Yue Sun, Dong Ni, Tao Tan
2024 J jnl
UniUSNet: A Promptable Framework for Universal Ultrasound Disease Prediction and Tissue Segmentation.
CoRR
Zehui Lin, Zhuoneng Zhang, Xindi Hu, Zhifan Gao, Xin Yang, Yue Sun, Dong Ni, Tao Tan
2024 J jnl
Unsupervised physics-informed deep learning for assessing pulmonary artery hemodynamics.
Expert Syst. Appl.
Xiujian Liu, Baihong Xie, Dong Zhang, Heye Zhang, Zhifan Gao, Victor Hugo C. de Albuquerque
2024 — conf
Variational Field Constraint Learning for Degree of Coronary Artery Ischemia Assessment.
MICCAI (3)
Qi Zhang, Xiujian Liu, Heye Zhang, Chenchu Xu, Guang Yang, Yixuan Yuan, Tao Tan, Zhifan Gao
2024 — conf
VertFound: Synergizing Semantic and Spatial Understanding for Fine-Grained Vertebrae Classification via Foundation Models.
MICCAI (12)
Yinhao Wu, Jinzhou Tang, Zequan Yao, Mingjie Li, Yuan Hong, Dongdong Yu, Zhifan Gao, Bin Chen, Shen Zhao
2023 J jnl
A Physics-Guided Deep Learning Approach for Functional Assessment of Cardiovascular Disease in IoT-Based Smart Health.
IEEE Internet Things J.
Dong Zhang, Xiujian Liu, Jun Xia, Zhifan Gao, Heye Zhang, Victor Hugo C. de Albuquerque
2023 J jnl
Accurate 3D contrast-free myocardial infarction delineation using a 4D dual-stream spatiotemporal feature learning framework.
Appl. Soft Comput.
Jinhao Liu, Xinglai Zhu, Chenchu Xu, Lei Xu, Zhifan Gao, Kemal Polat, Fayadh Alenezi
2023 J jnl
Causal knowledge fusion for 3D cross-modality cardiac image segmentation.
Inf. Fusion
Saidi Guo, Xiujian Liu, Heye Zhang, Qixin Lin, Lei Xu, Changzheng Shi, Zhifan Gao, Antonella Guzzo, Giancarlo Fortino
2023 — conf
Conditional Physics-Informed Graph Neural Network for Fractional Flow Reserve Assessment.
MICCAI (7)
Baihong Xie, Xiujian Liu, Heye Zhang, Chenchu Xu, Tieyong Zeng, Yixuan Yuan, Guang Yang, Zhifan Gao
2023 — conf
Controllable Deep Learning Denoising Model for Ultrasound Images Using Synthetic Noisy Image.
CGI (1)
Mingfu Jiang, Chenzhi You, Mingwei Wang, Heye Zhang, Zhifan Gao, Dawei Wu, Tao Tan
2023 J jnl
Distance transform learning for structural and functional analysis of coronary artery from dual-view angiography.
Future Gener. Comput. Syst.
Dong Zhang, Heye Zhang, Hongwei Zhang, Lei Xu, Jinglin Zhang, Zhifan Gao
2023 — conf
Gradient and Feature Conformity-Steered Medical Image Classification with Noisy Labels.
MICCAI (6)
Xiaohan Xing, Zhen Chen, Zhifan Gao, Yixuan Yuan
2023 J jnl
Hierarchical Perception Adversarial Learning Framework for Compressed Sensing MRI.
CoRR
Zhifan Gao, Yifeng Guo, Jiajing Zhang, Tieyong Zeng, Guang Yang
2023 J jnl
Hierarchical Perception Adversarial Learning Framework for Compressed Sensing MRI.
IEEE Trans. Medical Imaging
Zhifan Gao, Yifeng Guo, Jiajing Zhang, Tieyong Zeng, Guang Yang
2023 J jnl
Intelligent Internet of Things in Mammography Screening Using Multicenter Transformation Between Unified Capsules.
IEEE Internet Things J.
Boyan Wang, Xuegang Hu, Jinglin Zhang, Chenchu Xu, Zhifan Gao
2023 J jnl
Motion estimation based on projective information disentanglement for 3D reconstruction of rotational coronary angiography.
Comput. Biol. Medicine
Xiujian Liu, Si Li, Bin Wang, Lin Xu, Zhifan Gao, Guang Yang
2023 J jnl
Multi-level multi-type self-generated knowledge fusion for cardiac ultrasound segmentation.
Inf. Fusion
Chengjin Yu, Shuang Li, Dhanjoo N. Ghista, Zhifan Gao, Heye Zhang, Javier Del Ser, Lin Xu
2023 J jnl
Multi-view stereoscopic attention network for 3D tumor classification in automated breast ultrasound.
Expert Syst. Appl.
Wanli Ding, Heye Zhang, Shuxin Zhuang, Zhemin Zhuang, Zhifan Gao
2023 J jnl
Multiple Adversarial Learning Based Angiography Reconstruction for Ultra-Low-Dose Contrast Medium CT.
IEEE J. Biomed. Health Informatics
Weiwei Zhang, Zhen Zhou, Zhifan Gao, Guang Yang, Lei Xu, Weiwen Wu, Heye Zhang
2023 J jnl
Progressive Perception Learning for Main Coronary Segmentation in X-Ray Angiography.
IEEE Trans. Medical Imaging
Hongwei Zhang, Zhifan Gao, Dong Zhang, William Kongto Hau, Heye Zhang
2023 J jnl
Reliable Mutual Distillation for Medical Image Segmentation Under Imperfect Annotations.
IEEE Trans. Medical Imaging
Chaowei Fang, Qian Wang, Lechao Cheng, Zhifan Gao, Chengwei Pan, Zhen Cao, Zhaohui Zheng, Dingwen Zhang
2023 J jnl
Survival prediction of heart failure patients using motion-based analysis method.
Comput. Methods Programs Biomed.
Saidi Guo, Heye Zhang, Yifeng Gao, Hui Wang, Lei Xu, Zhifan Gao, Antonella Guzzo, Giancarlo Fortino
2023 J jnl
Vessel Contour Detection in Intracoronary Images via Bilateral Cross-Domain Adaptation.
IEEE J. Biomed. Health Informatics
Yihua Zhi, William Kongto Hau, Heye Zhang, Zhifan Gao
2022 — conf
A Geometry-Constrained Deformable Attention Network for Aortic Segmentation.
MICCAI (5)
Weiyuan Lin, Hui Liu, Lin Gu, Zhifan Gao
2022 J jnl
Annealing Genetic GAN for Imbalanced Web Data Learning.
IEEE Trans. Multim.
Jingyu Hao, Chengjia Wang, Guang Yang, Zhifan Gao, Jinglin Zhang, Heye Zhang
2022 — conf
CS
MICCAI (8)
Xiaodan Xing, Jiahao Huang, Yang Nan, Yinzhe Wu, Chengjia Wang, Zhifan Gao, Simon Walsh, Guang Yang
2022 J jnl
CS
CoRR
Xiaodan Xing, Jiahao Huang, Yang Nan, Yinzhe Wu, Chengjia Wang, Zhifan Gao, Simon Walsh, Guang Yang
2022 J jnl
Data and Physics Driven Learning Models for Fast MRI - Fundamentals and Methodologies from CNN, GAN to Attention and Transformers.
CoRR
Jiahao Huang, Yingying Fang, Yang Nan, Huanjun Wu, Yinzhe Wu, Zhifan Gao, Yang Li, Zidong Wang, Pietro Liò, Daniel Rueckert, Yonina C. Eldar, Guang Yang
2022 — conf
Discrepancy and Gradient-Guided Multi-modal Knowledge Distillation for Pathological Glioma Grading.
MICCAI (5)
Xiaohan Xing, Zhen Chen, Meilu Zhu, Yuenan Hou, Zhifan Gao, Yixuan Yuan
2022 J jnl
Multi-domain integrative Swin transformer network for sparse-view tomographic reconstruction.
Patterns
Jiayi Pan, Heye Zhang, Weifei Wu, Zhifan Gao, Weiwen Wu
2022 — conf
Swin Deformable Attention U-Net Transformer (SDAUT) for Explainable Fast MRI.
MICCAI (6)
Jiahao Huang, Xiaodan Xing, Zhifan Gao, Guang Yang
2022 J jnl
Swin Deformable Attention U-Net Transformer (SDAUT) for Explainable Fast MRI.
CoRR
Jiahao Huang, Xiaodan Xing, Zhifan Gao, Guang Yang
2022 J jnl
Swin Transformer for Fast MRI.
CoRR
Jiahao Huang, Yingying Fang, Yinzhe Wu, Huanjun Wu, Zhifan Gao, Yang Li, Javier Del Ser, Jun Xia, Guang Yang
2022 J jnl
Swin transformer for fast MRI.
Neurocomputing
Jiahao Huang, Yingying Fang, Yinzhe Wu, Huanjun Wu, Zhifan Gao, Yang Li, Javier Del Ser, Jun Xia, Guang Yang
2022 J jnl
Unsupervised Tissue Segmentation via Deep Constrained Gaussian Network.
CoRR
Yang Nan, Peng Tang, Guyue Zhang, Caihong Zeng, Zhihong Liu, Zhifan Gao, Heye Zhang, Guang Yang
2022 J jnl
Unsupervised Tissue Segmentation via Deep Constrained Gaussian Network.
IEEE Trans. Medical Imaging
Yang Nan, Peng Tang, Guyue Zhang, Caihong Zeng, Zhihong Liu, Zhifan Gao, Heye Zhang, Guang Yang
2022 J jnl
Vessel-GAN: Angiographic reconstructions from myocardial CT perfusion with explainable generative adversarial networks.
Future Gener. Comput. Syst.
Chulin Wu, Heye Zhang, Jiaqi Chen, Zhifan Gao, Pengfei Zhang, Khan Muhammad, Javier Del Ser
2021 J jnl
Applying Cross-Modality Data Processing for Infarction Learning in Medical Internet of Things.
IEEE Internet Things J.
Chenchu Xu, Zhifan Gao, Dong Zhang, Jinglin Zhang, Lei Xu, Shuo Li
2021 J jnl
Industrial Pervasive Edge Computing-Based Intelligence IoT for Surveillance Saliency Detection.
IEEE Trans. Ind. Informatics
Jinglin Zhang, Chenchu Xu, Zhifan Gao, Joel J. P. C. Rodrigues, Victor Hugo C. de Albuquerque
2021 — conf
Joint Segmentation and Quantification of Main Coronary Vessels Using Dual-Branch Multi-scale Attention Network.
MICCAI (1)
Hongwei Zhang, Dong Zhang, Zhifan Gao, Heye Zhang
2021 J jnl
MIST-net: Multi-domain Integrative Swin Transformer network for Sparse-View CT Reconstruction.
CoRR
Jiayi Pan, Weiwen Wu, Zhifan Gao, Heye Zhang
2021 J jnl
Multi-level semantic adaptation for few-shot segmentation on cardiac image sequences.
Medical Image Anal.
Saidi Guo, Lin Xu, Cheng Feng, Huahua Xiong, Zhifan Gao, Heye Zhang
2021 J jnl
Multitask Learning for Estimating Multitype Cardiac Indices in MRI and CT Based on Adversarial Reverse Mapping.
IEEE Trans. Neural Networks Learn. Syst.
Chengjin Yu, Zhifan Gao, Weiwei Zhang, Guang Yang, Shu Zhao, Heye Zhang, Yanping Zhang, Shuo Li
2021 J jnl
Video salient object detection using dual-stream spatiotemporal attention.
Appl. Soft Comput.
Chenchu Xu, Zhifan Gao, Heye Zhang, Shuo Li, Victor Hugo C. de Albuquerque
2020 J jnl
Learning physical properties in complex visual scenes: An intelligent machine for perceiving blood flow dynamics from static CT angiography imaging.
Neural Networks
Zhifan Gao, Xin Wang, Shanhui Sun, Dan Wu, Junjie Bai, Youbing Yin, Xin Liu, Heye Zhang, Victor Hugo C. de Albuquerque
2020 J jnl
Privileged Modality Distillation for Vessel Border Detection in Intracoronary Imaging.
IEEE Trans. Medical Imaging
Zhifan Gao, Jonathan Chung, Mohamed Abdelrazek, Stephanie Leung, William Kongto Hau, Zhanchao Xian, Heye Zhang, Shuo Li
2020 J jnl
Salient Object Detection in the Distributed Cloud-Edge Intelligent Network.
IEEE Netw.
Zhifan Gao, Heye Zhang, Shizhou Dong, Shanhui Sun, Xin Wang, Guang Yang, Wanqing Wu, Shuo Li, Victor Hugo C. de Albuquerque
2020 J jnl
Simultaneous Left Atrium Anatomy and Scar Segmentations via Deep Learning in Multiview Information with Attention.
CoRR
Guang Yang, Jun Chen, Zhifan Gao, Shuo Li, Hao Ni, Elsa D. Angelini, Tom Wong, Raad Mohiaddin, Eva Nyktari, Ricardo Wage, Lei Xu, Yanping Zhang, Xiuquan Du, Heye Zhang, David N. Firmin, Jennifer Keegan
2020 J jnl
Simultaneous left atrium anatomy and scar segmentations via deep learning in multiview information with attention.
Future Gener. Comput. Syst.
Guang Yang, Jun Chen, Zhifan Gao, Shuo Li, Hao Ni, Elsa D. Angelini, Tom Wong, Raad Mohiaddin, Eva Nyktari, Ricardo Wage, Lei Xu, Yanping Zhang, Xiuquan Du, Heye Zhang, David N. Firmin, Jennifer Keegan
2020 J jnl
Trustful Internet of Surveillance Things Based on Deeply Represented Visual Co-Saliency Detection.
IEEE Internet Things J.
Zhifan Gao, Chenchu Xu, Heye Zhang, Shuo Li, Victor Hugo C. de Albuquerque
2020 J jnl
Unified model for interpreting multi-view echocardiographic sequences without temporal information.
Appl. Soft Comput.
Ming Li, Shizhou Dong, Zhifan Gao, Cheng Feng, Huahua Xiong, Wei Zheng, Dhanjoo N. Ghista, Heye Zhang, Victor Hugo C. de Albuquerque
2019 — conf
Context-Aware Inductive Bias Learning for Vessel Border Detection in Multi-modal Intracoronary Imaging.
MICCAI (2)
Zhifan Gao, Shuo Li
2019 J jnl
Learning the implicit strain reconstruction in ultrasound elastography using privileged information.
Medical Image Anal.
Zhifan Gao, Sitong Wu, Zhi Liu, Jianwen Luo, Heye Zhang, Mingming Gong, Shuo Li
2018 J jnl
An Automatic Cardiac Arrhythmia Classification System With Wearable Electrocardiogram.
IEEE Access
Yufa Xia, Huailing Zhang, Lin Xu, Zhifan Gao, Heye Zhang, Huafeng Liu, Shuo Li
2018 A conf
Deep Learning intra-image and inter-images features for Co-saliency detection.
BMVC
Min Li, Shizhong Dong, Kun Zhang, Zhifan Gao, Xi Wu, Heye Zhang, Guang Yang, Shuo Li
2018 — conf
Direct Reconstruction of Ultrasound Elastography Using an End-to-End Deep Neural Network.
MICCAI (1)
Sitong Wu, Zhifan Gao, Zhi Liu, Jianwen Luo, Heye Zhang, Shuo Li
2018 J jnl
Direct delineation of myocardial infarction without contrast agents using a joint motion feature learning architecture.
Medical Image Anal.
Chenchu Xu, Lei Xu, Zhifan Gao, Shen Zhao, Heye Zhang, Yanping Zhang, Xiuquan Du, Shu Zhao, Dhanjoo N. Ghista, Huafeng Liu, Shuo Li
2018 J jnl
Facial Expressions Recognition Based on Cognition and Mapped Binary Patterns.
IEEE Access
Chao Qi, Min Li, Qiushi Wang, Huiquan Zhang, Jinling Xing, Zhifan Gao, Huailing Zhang
2018 J jnl
Glioma Segmentation With a Unified Algorithm in Multimodal MRI Images.
IEEE Access
Qingneng Li, Zhifan Gao, Qiuyu Wang, Jun Xia, Heye Zhang, Huailing Zhang, Huafeng Liu, Shuo Li
2018 A conf
Holistic and Deep Feature Pyramids for Saliency Detection.
BMVC
Shizhong Dong, Zhifan Gao, Shanhui Sun, Xin Wang, Ming Li, Heye Zhang, Guang Yang, Huafeng Liu, Shuo Li
2018 J jnl
Motion Tracking of the Carotid Artery Wall From Ultrasound Image Sequences: a Nonlinear State-Space Approach.
IEEE Trans. Medical Imaging
Zhifan Gao, YanJie Li, Yuanyuan Sun, Jiayuan Yang, Huahua Xiong, Heye Zhang, Xin Liu, Wanqing Wu, Dong Liang, Shuo Li
2018 — conf
Multiview Sequential Learning and Dilated Residual Learning for a Fully Automatic Delineation of the Left Atrium and Pulmonary Veins from Late Gadolinium-Enhanced Cardiac MRI Images.
EMBC
Guang Yang, Jun Chen, Zhifan Gao, Heye Zhang, Hao Ni, Elsa D. Angelini, Raad Mohiaddin, Tom Wong, Jennifer Keegan, David N. Firmin
2018 — conf
Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation.
MICCAI (2)
Jun Chen, Guang Yang, Zhifan Gao, Hao Ni, Elsa D. Angelini, Raad Mohiaddin, Tom Wong, Yanping Zhang, Xiuquan Du, Heye Zhang, Jennifer Keegan, David N. Firmin
2018 J jnl
Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation.
CoRR
Jun Chen, Guang Yang, Zhifan Gao, Hao Ni, Elsa D. Angelini, Raad Mohiaddin, Tom Wong, Yanping Zhang, Xiuquan Du, Heye Zhang, Jennifer Keegan, David N. Firmin
2018 J jnl
Robust Segmentation of Intima-Media Borders With Different Morphologies and Dynamics During the Cardiac Cycle.
IEEE J. Biomed. Health Informatics
Shen Zhao, Zhifan Gao, Heye Zhang, Yaoqin Xie, Jianwen Luo, Dhanjoo N. Ghista, Zhanghong Wei, Xiaojun Bi, Huahua Xiong, Chenchu Xu, Shuo Li
2018 J jnl
Robust recovery of myocardial kinematics using dual ℋ ∞ H
Multim. Tools Appl.
Zhifan Gao, Heye Zhang, Defeng Wang, Min Guo, Huafeng Liu, Ling Zhuang, Pengcheng Shi
2017 J jnl
An artificial neural network method for lumen and media-adventitia border detection in IVUS.
Comput. Medical Imaging Graph.
Shengran Su, Zhenghui Hu, Qiang Lin, William Kongto Hau, Zhifan Gao, Heye Zhang
2017 — conf
Detection of lumen and media-adventitia borders in IVUS images using sparse auto-encoder neural network.
ISBI
Shengran Su, Zhifan Gao, Heye Zhang, Qiang Lin, William Kongto Hau, Shuo Li
2017 — conf
Direct Detection of Pixel-Level Myocardial Infarction Areas via a Deep-Learning Algorithm.
MICCAI (3)
Chenchu Xu, Lei Xu, Zhifan Gao, Shen Zhao, Heye Zhang, Yanping Zhang, Xiuquan Du, Shu Zhao, Dhanjoo N. Ghista, Shuo Li
2017 J jnl
Direct detection of pixel-level myocardial infarction areas via a deep-learning algorithm.
CoRR
Chenchu Xu, Lei Xu, Zhifan Gao, Shen Zhao, Heye Zhang, Yanping Zhang, Xiuquan Du, Shu Zhao, Dhanjoo N. Ghista, Shuo Li
2017 J jnl
Robust estimation of carotid artery wall motion using the elasticity-based state-space approach.
Medical Image Anal.
Zhifan Gao, Huahua Xiong, Xin Liu, Heye Zhang, Dhanjoo N. Ghista, Wanqing Wu, Shuo Li
2016 — conf
Carotid Artery Wall Motion Estimated from Ultrasound Imaging Sequences Using a Nonlinear State Space Approach.
MICCAI (3)
Zhifan Gao, Yuanyuan Sun, Heye Zhang, Dhanjoo N. Ghista, YanJie Li, Huahua Xiong, Xin Liu, Yaoqin Xie, Wanqing Wu, Shuo Li
2015 — conf
Motion Estimation of Common Carotid Artery Wall Using a H ∞ Filter Based Block Matching Method.
MICCAI (3)
Zhifan Gao, Huahua Xiong, Heye Zhang, Dan Wu, Minhua Lu, Wanqing Wu, Kelvin Kian Loong Wong, Yuan-Ting Zhang
2012 — conf
Robust heart beat detection from photoplethysmography interlaced with motion artifacts based on Empirical Mode Decomposition.
BHI
Xuxue Sun, Ping Yang, Yulin Li, Zhifan Gao, Yuan-Ting Zhang
2010 B conf
Wavelet Domain Local Binary Pattern Features For Writer Identification.
ICPR
Liang Du, Xinge You, Huihui Xu, Zhifan Gao, Yuan Yan Tang