Wavelet Domain Local Binary Pattern Features For Writer Identification. - Liang Du; Xinge You; Huihui Xu; Zhifan Gao; Yuan Yan Tang (ICPR, 2010)

Robust heart beat detection from photoplethysmography interlaced with motion artifacts based on Empirical Mode Decomposition. - Xuxue Sun; Ping Yang; Yulin Li; Zhifan Gao; Yuan-Ting Zhang (BHI, 2012)

Motion Estimation of Common Carotid Artery Wall Using a H ∞ Filter Based Block Matching Method. - Zhifan Gao; Huahua Xiong; Heye Zhang; Dan Wu 002; Minhua Lu; Wanqing Wu; Kelvin Kian Loong Wong; Yuan-Ting Zhang (MICCAI (3), 2015)

Carotid Artery Wall Motion Estimated from Ultrasound Imaging Sequences Using a Nonlinear State Space Approach. - Zhifan Gao; Yuanyuan Sun; Heye Zhang; Dhanjoo N. Ghista; Yanjie Li; Huahua Xiong; Xin Liu 023; Yaoqin Xie; Wanqing Wu; Shuo Li 001 (MICCAI (3), 2016)

Detection of lumen and media-adventitia borders in IVUS images using sparse auto-encoder neural network. - Shengran Su; Zhifan Gao; Heye Zhang; Qiang Lin; William Kongto Hau; Shuo Li 001 (ISBI, 2017)

Direct Detection of Pixel-Level Myocardial Infarction Areas via a Deep-Learning Algorithm. - Chenchu Xu; Lei Xu 037; Zhifan Gao; Shen Zhao; Heye Zhang; Yanping Zhang 001; Xiuquan Du; Shu Zhao; Dhanjoo N. Ghista; Shuo Li 001 (MICCAI (3), 2017)

An artificial neural network method for lumen and media-adventitia border detection in IVUS. - Shengran Su; Zhenghui Hu; Qiang Lin; William Kongto Hau; Zhifan Gao; Heye Zhang (Comput. Medical Imaging Graph., 2017)

Robust estimation of carotid artery wall motion using the elasticity-based state-space approach. - Zhifan Gao; Huahua Xiong; Xin Liu 023; Heye Zhang; Dhanjoo N. Ghista; Wanqing Wu; Shuo Li 001 (Medical Image Anal., 2017)

Holistic and Deep Feature Pyramids for Saliency Detection. - Shizhong Dong; Zhifan Gao; Shanhui Sun; Xin Wang 045; Ming Li 005; Heye Zhang; Guang Yang 006; Huafeng Liu 003; Shuo Li 001 (BMVC, 2018)

Deep Learning intra-image and inter-images features for Co-saliency detection. - Min Li; Shizhong Dong; Kun Zhang; Zhifan Gao; Xi Wu 004; Heye Zhang; Guang Yang 006; Shuo Li 001 (BMVC, 2018)

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. - Guang Yang 006; Jun Chen; Zhifan Gao; Heye Zhang; Hao Ni 001; Elsa D. Angelini; Raad Mohiaddin; Tom Wong; Jennifer Keegan; David N. Firmin (EMBC, 2018)

Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation. - Jun Chen; Guang Yang 006; Zhifan Gao; Hao Ni 001; Elsa D. Angelini; Raad Mohiaddin; Tom Wong; Yanping Zhang 001; Xiuquan Du; Heye Zhang; Jennifer Keegan; David N. Firmin (MICCAI (2), 2018)

Direct Reconstruction of Ultrasound Elastography Using an End-to-End Deep Neural Network. - Sitong Wu; Zhifan Gao; Zhi Liu 004; Jianwen Luo 001; Heye Zhang; Shuo Li 001 (MICCAI (1), 2018)

Glioma Segmentation With a Unified Algorithm in Multimodal MRI Images. - Qingneng Li; Zhifan Gao; Qiuyu Wang; Jun Xia 002; Heye Zhang; Huailing Zhang; Huafeng Liu 003; Shuo Li 001 (IEEE Access, 2018)

Facial Expressions Recognition Based on Cognition and Mapped Binary Patterns. - Chao Qi; Min Li; Qiushi Wang; Huiquan Zhang; Jinling Xing; Zhifan Gao; Huailing Zhang (IEEE Access, 2018)

An Automatic Cardiac Arrhythmia Classification System With Wearable Electrocardiogram. - Yufa Xia; Huailing Zhang; Lin Xu 008; Zhifan Gao; Heye Zhang; Huafeng Liu 003; Shuo Li 001 (IEEE Access, 2018)

Direct delineation of myocardial infarction without contrast agents using a joint motion feature learning architecture. - Chenchu Xu; Lei Xu 037; Zhifan Gao; Shen Zhao; Heye Zhang; Yanping Zhang 001; Xiuquan Du; Shu Zhao; Dhanjoo N. Ghista; Huafeng Liu 003; Shuo Li 001 (Medical Image Anal., 2018)

Robust recovery of myocardial kinematics using dual ℋ ∞ H∞ criteria. - Zhifan Gao; Heye Zhang; Defeng Wang; Min Guo; Huafeng Liu 003; Ling Zhuang; Pengcheng Shi (Multim. Tools Appl., 2018)

Robust Segmentation of Intima-Media Borders With Different Morphologies and Dynamics During the Cardiac Cycle. - Shen Zhao; Zhifan Gao; Heye Zhang; Yaoqin Xie; Jianwen Luo 001; Dhanjoo N. Ghista; Zhanghong Wei; Xiaojun Bi 004; Huahua Xiong; Chenchu Xu; Shuo Li 001 (IEEE J. Biomed. Health Informatics, 2018)

Motion Tracking of the Carotid Artery Wall From Ultrasound Image Sequences: a Nonlinear State-Space Approach. - Zhifan Gao; Yanjie Li; Yuanyuan Sun; Jiayuan Yang; Huahua Xiong; Heye Zhang; Xin Liu 023; Wanqing Wu; Dong Liang 001; Shuo Li 001 (IEEE Trans. Medical Imaging, 2018)

Context-Aware Inductive Bias Learning for Vessel Border Detection in Multi-modal Intracoronary Imaging. - Zhifan Gao; Shuo Li 001 (MICCAI (2), 2019)

Learning the implicit strain reconstruction in ultrasound elastography using privileged information. - Zhifan Gao; Sitong Wu; Zhi Liu 004; Jianwen Luo 001; Heye Zhang; Mingming Gong; Shuo Li 001 (Medical Image Anal., 2019)

Unified model for interpreting multi-view echocardiographic sequences without temporal information. - Ming Li 005; Shizhou Dong; Zhifan Gao; Cheng Feng; Huahua Xiong; Wei Zheng; Dhanjoo N. Ghista; Heye Zhang; Victor Hugo C. de Albuquerque (Appl. Soft Comput., 2020)

Simultaneous left atrium anatomy and scar segmentations via deep learning in multiview information with attention. - Guang Yang 006; Jun Chen; Zhifan Gao; Shuo Li 001; Hao Ni 001; Elsa D. Angelini; Tom Wong; Raad Mohiaddin; Eva Nyktari; Ricardo Wage; Lei Xu 037; Yanping Zhang 001; et al. (Future Gener. Comput. Syst., 2020)

Trustful Internet of Surveillance Things Based on Deeply Represented Visual Co-Saliency Detection. - Zhifan Gao; Chenchu Xu; Heye Zhang; Shuo Li 001; Victor Hugo C. de Albuquerque (IEEE Internet Things J., 2020)

Salient Object Detection in the Distributed Cloud-Edge Intelligent Network. - Zhifan Gao; Heye Zhang; Shizhou Dong; Shanhui Sun; Xin Wang 045; Guang Yang 006; Wanqing Wu; Shuo Li 001; Victor Hugo C. de Albuquerque (IEEE Netw., 2020)

Learning physical properties in complex visual scenes: An intelligent machine for perceiving blood flow dynamics from static CT angiography imaging. - Zhifan Gao; Xin Wang 045; Shanhui Sun; Dan Wu 002; Junjie Bai; Youbing Yin; Xin Liu 023; Heye Zhang; Victor Hugo C. de Albuquerque (Neural Networks, 2020)

Privileged Modality Distillation for Vessel Border Detection in Intracoronary Imaging. - Zhifan Gao; Jonathan Chung 002; Mohamed Abdelrazek 002; Stephanie Leung; William Kongto Hau; Zhanchao Xian; Heye Zhang; Shuo Li 001 (IEEE Trans. Medical Imaging, 2020)

Joint Segmentation and Quantification of Main Coronary Vessels Using Dual-Branch Multi-scale Attention Network. - Hongwei Zhang; Dong Zhang 012; Zhifan Gao; Heye Zhang (MICCAI (1), 2021)

Video salient object detection using dual-stream spatiotemporal attention. - Chenchu Xu; Zhifan Gao; Heye Zhang; Shuo Li 001; Victor Hugo C. de Albuquerque (Appl. Soft Comput., 2021)

MIST-net: Multi-domain Integrative Swin Transformer network for Sparse-View CT Reconstruction. - Jiayi Pan 003; Weiwen Wu; Zhifan Gao; Heye Zhang (CoRR, 2021)

Applying Cross-Modality Data Processing for Infarction Learning in Medical Internet of Things. - Chenchu Xu; Zhifan Gao; Dong Zhang 009; Jinglin Zhang; Lei Xu 037; Shuo Li 001 (IEEE Internet Things J., 2021)

Multi-level semantic adaptation for few-shot segmentation on cardiac image sequences. - Saidi Guo; Lin Xu 008; Cheng Feng; Huahua Xiong; Zhifan Gao; Heye Zhang (Medical Image Anal., 2021)

Industrial Pervasive Edge Computing-Based Intelligence IoT for Surveillance Saliency Detection. - Jinglin Zhang; Chenchu Xu; Zhifan Gao; Joel J. P. C. Rodrigues; Victor Hugo C. de Albuquerque (IEEE Trans. Ind. Informatics, 2021)

Multitask Learning for Estimating Multitype Cardiac Indices in MRI and CT Based on Adversarial Reverse Mapping. - Chengjin Yu; Zhifan Gao; Weiwei Zhang 006; Guang Yang 006; Shu Zhao; Heye Zhang; Yanping Zhang 001; Shuo Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Swin Deformable Attention U-Net Transformer (SDAUT) for Explainable Fast MRI. - Jiahao Huang; Xiaodan Xing; Zhifan Gao; Guang Yang 006 (MICCAI (6), 2022)

A Geometry-Constrained Deformable Attention Network for Aortic Segmentation. - Weiyuan Lin; Hui Liu; Lin Gu 003; Zhifan Gao (MICCAI (5), 2022)

Discrepancy and Gradient-Guided Multi-modal Knowledge Distillation for Pathological Glioma Grading. - Xiaohan Xing; Zhen Chen 013; Meilu Zhu; Yuenan Hou; Zhifan Gao; Yixuan Yuan (MICCAI (5), 2022)

CS2: A Controllable and Simultaneous Synthesizer of Images and Annotations with Minimal Human Intervention. - Xiaodan Xing; Jiahao Huang; Yang Nan 002; Yinzhe Wu 001; Chengjia Wang; Zhifan Gao; Simon Walsh; Guang Yang 006 (MICCAI (8), 2022)

Data and Physics Driven Learning Models for Fast MRI - Fundamentals and Methodologies from CNN, GAN to Attention and Transformers. - Jiahao Huang; Yingying Fang; Yang Nan 002; Huanjun Wu; Yinzhe Wu 001; Zhifan Gao; Yang Li 010; Zidong Wang 001; Pietro Liò; Daniel Rueckert; Yonina C. Eldar; Guang Yang 006 (CoRR, 2022)

Vessel-GAN: Angiographic reconstructions from myocardial CT perfusion with explainable generative adversarial networks. - Chulin Wu; Heye Zhang; Jiaqi Chen; Zhifan Gao; Pengfei Zhang 017; Khan Muhammad 001; Javier Del Ser (Future Gener. Comput. Syst., 2022)

Swin transformer for fast MRI. - Jiahao Huang; Yingying Fang; Yinzhe Wu 001; Huanjun Wu; Zhifan Gao; Yang Li 010; Javier Del Ser; Jun Xia 002; Guang Yang 006 (Neurocomputing, 2022)

Multi-domain integrative Swin transformer network for sparse-view tomographic reconstruction. - Jiayi Pan 003; Heye Zhang; Weifei Wu; Zhifan Gao; Weiwen Wu (Patterns, 2022)

Unsupervised Tissue Segmentation via Deep Constrained Gaussian Network. - Yang Nan 002; Peng Tang; Guyue Zhang; Caihong Zeng; Zhihong Liu; Zhifan Gao; Heye Zhang; Guang Yang 006 (IEEE Trans. Medical Imaging, 2022)

Annealing Genetic GAN for Imbalanced Web Data Learning. - Jingyu Hao; Chengjia Wang; Guang Yang 006; Zhifan Gao; Jinglin Zhang; Heye Zhang (IEEE Trans. Multim., 2022)

Controllable Deep Learning Denoising Model for Ultrasound Images Using Synthetic Noisy Image. - Mingfu Jiang; Chenzhi You; Mingwei Wang; Heye Zhang; Zhifan Gao; Dawei Wu; Tao Tan 002 (CGI (1), 2023)

Conditional Physics-Informed Graph Neural Network for Fractional Flow Reserve Assessment. - Baihong Xie; Xiujian Liu; Heye Zhang; Chenchu Xu; Tieyong Zeng; Yixuan Yuan; Guang Yang 006; Zhifan Gao (MICCAI (7), 2023)

Gradient and Feature Conformity-Steered Medical Image Classification with Noisy Labels. - Xiaohan Xing; Zhen Chen 013; Zhifan Gao; Yixuan Yuan (MICCAI (6), 2023)

A Physics-Guided Deep Learning Approach for Functional Assessment of Cardiovascular Disease in IoT-Based Smart Health. - Dong Zhang 012; Xiujian Liu; Jun Xia 002; Zhifan Gao; Heye Zhang; Victor Hugo C. de Albuquerque (IEEE Internet Things J., 2023)

Multiple Adversarial Learning Based Angiography Reconstruction for Ultra-Low-Dose Contrast Medium CT. - Weiwei Zhang 006; Zhen Zhou; Zhifan Gao; Guang Yang 006; Lei Xu 037; Weiwen Wu; Heye Zhang (IEEE J. Biomed. Health Informatics, 2023)

Intelligent Internet of Things in Mammography Screening Using Multicenter Transformation Between Unified Capsules. - Boyan Wang; Xuegang Hu; Jinglin Zhang; Chenchu Xu; Zhifan Gao (IEEE Internet Things J., 2023)

Progressive Perception Learning for Main Coronary Segmentation in X-Ray Angiography. - Hongwei Zhang; Zhifan Gao; Dong Zhang 012; William Kongto Hau; Heye Zhang (IEEE Trans. Medical Imaging, 2023)

Multi-level multi-type self-generated knowledge fusion for cardiac ultrasound segmentation. - Chengjin Yu; Shuang Li; Dhanjoo N. Ghista; Zhifan Gao; Heye Zhang; Javier Del Ser; Lin Xu 008 (Inf. Fusion, 2023)

Motion estimation based on projective information disentanglement for 3D reconstruction of rotational coronary angiography. - Xiujian Liu; Si Li; Bin Wang; Lin Xu 008; Zhifan Gao; Guang Yang 006 (Comput. Biol. Medicine, 2023)

Survival prediction of heart failure patients using motion-based analysis method. - Saidi Guo; Heye Zhang; Yifeng Gao; Hui Wang 113; Lei Xu 037; Zhifan Gao; Antonella Guzzo; Giancarlo Fortino (Comput. Methods Programs Biomed., 2023)

Reliable Mutual Distillation for Medical Image Segmentation Under Imperfect Annotations. - Chaowei Fang; Qian Wang; Lechao Cheng; Zhifan Gao; Chengwei Pan; Zhen Cao; Zhaohui Zheng 004; Dingwen Zhang (IEEE Trans. Medical Imaging, 2023)

Hierarchical Perception Adversarial Learning Framework for Compressed Sensing MRI. - Zhifan Gao; Yifeng Guo; Jiajing Zhang; Tieyong Zeng; Guang Yang 006 (IEEE Trans. Medical Imaging, 2023)

Vessel Contour Detection in Intracoronary Images via Bilateral Cross-Domain Adaptation. - Yihua Zhi; William Kongto Hau; Heye Zhang; Zhifan Gao (IEEE J. Biomed. Health Informatics, 2023)

Distance transform learning for structural and functional analysis of coronary artery from dual-view angiography. - Dong Zhang 012; Heye Zhang; Hongwei Zhang; Lei Xu 037; Jinglin Zhang; Zhifan Gao (Future Gener. Comput. Syst., 2023)

Accurate 3D contrast-free myocardial infarction delineation using a 4D dual-stream spatiotemporal feature learning framework. - Jinhao Liu; Xinglai Zhu; Chenchu Xu; Lei Xu 037; Zhifan Gao; Kemal Polat; Fayadh Alenezi (Appl. Soft Comput., 2023)

Causal knowledge fusion for 3D cross-modality cardiac image segmentation. - Saidi Guo; Xiujian Liu; Heye Zhang; Qixin Lin; Lei Xu 037; Changzheng Shi; Zhifan Gao; Antonella Guzzo; Giancarlo Fortino (Inf. Fusion, 2023)

Multi-view stereoscopic attention network for 3D tumor classification in automated breast ultrasound. - Wanli Ding; Heye Zhang; Shuxin Zhuang; Zhemin Zhuang; Zhifan Gao (Expert Syst. Appl., 2023)

UniUSNet: A Promptable Framework for Universal Ultrasound Disease Prediction and Tissue Segmentation. - Zehui Lin; Zhuoneng Zhang; Xindi Hu; Zhifan Gao; Xin Yang 009; Yue Sun; Dong Ni 001; Tao Tan 002 (BIBM, 2024)

VertFound: Synergizing Semantic and Spatial Understanding for Fine-Grained Vertebrae Classification via Foundation Models. - Yinhao Wu; Jinzhou Tang; Zequan Yao; Mingjie Li; Yuan Hong 004; Dongdong Yu; Zhifan Gao; Bin Chen; Shen Zhao (MICCAI (12), 2024)

Variational Field Constraint Learning for Degree of Coronary Artery Ischemia Assessment. - Qi Zhang; Xiujian Liu; Heye Zhang; Chenchu Xu; Guang Yang 006; Yixuan Yuan; Tao Tan 002; Zhifan Gao (MICCAI (3), 2024)

Fuzzy Attention-Based Border Rendering Network for Lung Organ Segmentation. - Sheng Zhang 024; Yang Nan 002; Yingying Fang; Shiyi Wang; Xiaodan Xing; Zhifan Gao; Guang Yang 006 (MICCAI (9), 2024)

Stealing Knowledge from Pre-trained Language Models for Federated Classifier Debiasing. - Meilu Zhu; Qiushi Yang; Zhifan Gao; Jun Liu 007; Yixuan Yuan (MICCAI (10), 2024)

Prediction of Freezing of Gait in Parkinson's disease based on multi-channel time-series neural network. - Boyan Wang; Xuegang Hu; Rongjun Ge; Chenchu Xu; Jinglin Zhang; Zhifan Gao; Shu Zhao; Kemal Polat (Artif. Intell. Medicine, 2024)

Semi-supervised domain adaptation incorporating three-way decision for multi-view echocardiographic sequence segmentation. - Shuxin Zhuang; Heye Zhang; Wanli Ding; Zhemin Zhuang; Jinglin Zhang; Zhifan Gao (Appl. Soft Comput., 2024)

STGNet: Spatio-temporal graph neural networks considering inherent properties of physiological signals for camera-based remote photoplethysmography. - Jiahao Xiong; Weihua Ou; Yi Yao; Yingying Liu; Zhifan Gao; Zhonghua Liu; Jianping Gou (Biomed. Signal Process. Control., 2024)

Quantification of functional hemodynamics in aortic valve disease using cardiac computed tomography angiography. - Xiujian Liu; Ge Guo; Anbang Wang; Yupeng Wang; Shaomin Chen; Penghui Zhao; Zhaowei Yin; Suxuan Liu; Zhifan Gao; Heye Zhang; Lingyun Zu (Comput. Biol. Medicine, 2024)

Accurate segmentation of liver tumor from multi-modality non-contrast images using a dual-stream multi-level fusion framework. - Chenchu Xu; Xue Wu; Boyan Wang; Jie Chen 025; Zhifan Gao; Xiujian Liu; Heye Zhang (Comput. Medical Imaging Graph., 2024)

Distraction-aware hierarchical learning for vascular structure segmentation in intravascular ultrasound images. - Wenhao Zhong; Heye Zhang; Zhifan Gao; William Kongto Hau; Guang Yang 006; Xiujian Liu; Lin Xu 008 (Comput. Medical Imaging Graph., 2024)

Unsupervised physics-informed deep learning for assessing pulmonary artery hemodynamics. - Xiujian Liu; Baihong Xie; Dong Zhang 012; Heye Zhang; Zhifan Gao; Victor Hugo C. de Albuquerque (Expert Syst. Appl., 2024)

Segmentation-assisted hierarchical constrained state space approach for robust carotid artery wall motion measurement. - Jinhui Wu; Heye Zhang; Xiujian Liu; Minhua Lu; Zhifan Gao (Expert Syst. Appl., 2024)

Adaptive dynamic inference for few-shot left atrium segmentation. - Jun Chen; Xuejiao Li; Heye Zhang; Yongwon Cho; Sung Ho Hwang; Zhifan Gao; Guang Yang 006 (Medical Image Anal., 2024)

Collaborative compensative transformer network for salient object detection. - Jun Chen; Heye Zhang; Mingming Gong; Zhifan Gao (Pattern Recognit., 2024)

Iterative Residual Optimization Network for Limited-Angle Tomographic Reconstruction. - Jiayi Pan 003; Hengyong Yu; Zhifan Gao; Shaoyu Wang 002; Heye Zhang; Weiwen Wu (IEEE Trans. Image Process., 2024)

A Deformable Constraint Transport Network for Optimal Aortic Segmentation From CT Images. - Weiyuan Lin; Zhifan Gao; Hui Liu; Heye Zhang (IEEE Trans. Medical Imaging, 2024)

Embedding Tasks Into the Latent Space: Cross-Space Consistency for Multi-Dimensional Analysis in Echocardiography. - Zhenxuan Zhang; Chengjin Yu; Heye Zhang; Zhifan Gao (IEEE Trans. Medical Imaging, 2024)

Frequency-Enhanced Geometric-Constrained Reconstruction for Localizing Myocardial Infarction in 12-Lead Electrocardiograms. - Shichang Lian; Zhifan Gao; Hui Wang 113; Xiujian Liu; Lei Xu 037; Huafeng Liu 003; Heye Zhang (IEEE Trans. Biomed. Eng., 2024)

Non-Invasive Assessment of Coronary Microvascular Dysfunction Using Vascular Deformation-Based Flow Estimation. - Xiaofei Xue; Dan Deng; Heye Zhang; Zhifan Gao; Ping Zhu; William Kongto Hau; Zhihui Zhang; Xiujian Liu (IEEE Trans. Biomed. Eng., 2024)

Hierarchical Relational Inference for Few-Shot Learning in 3D Left Atrial Segmentation. - Xuejiao Li; Jun Chen; Heye Zhang; Yongwon Cho; Sung Ho Hwang; Zhifan Gao; Guang Yang 006 (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Constraint-Aware Learning for Fractional Flow Reserve Pullback Curve Estimation From Invasive Coronary Imaging. - Dong Zhang 012; Xiujian Liu; Anbang Wang; Hongwei Zhang; Guang Yang 006; Heye Zhang; Zhifan Gao (IEEE Trans. Medical Imaging, 2024)

Multimodal Cross Global Learnable Attention Network for MR images denoising with arbitrary modal missing. - Mingfu Jiang; Shuai Wang; Ka-Hou Chan; Yue Sun; Yi Xu; Zhuoneng Zhang; Qinquan Gao; Zhifan Gao; Tong Tong 001; Hing-Chiu Chang; Tao Tan 002 (Comput. Medical Imaging Graph., 2025)

Causal recurrent intervention for cross-modal cardiac image segmentation. - Qixin Lin; Saidi Guo; Heye Zhang; Zhifan Gao (Comput. Medical Imaging Graph., 2025)

Energy loss minimization-based side branch flow model for FFR calculation based on intracoronary images. - Xiangling Lai; Xiaofei Xue; Zhifan Gao; Baihong Xie; Heye Zhang; Dong Yong; Haibo Jia; Xiujian Liu (Comput. Methods Programs Biomed., 2025)

A priority-guided contrastive network for delineating vascular layers in arterial ultrasound. - Minhua Lu; Tianyu Lin; Weiyuan Lin; Zhaohui Li; Zhifan Gao (Expert Syst. Appl., 2025)

FedHNR: Federated hierarchical resilient learning for echocardiogram segmentation with annotation noise. - Yiwen Wang; Wanli Ding; Weiyuan Lin; Tao Tan 002; Zhifan Gao (Expert Syst. Appl., 2025)

Advancing congenital heart defects screening from chest X-ray with multi-organ feature consistency and fusion learning. - Chengjin Yu; Rui Chen; Xinyi Wu; Zekun Tan; Tingyu Li; Hongyu Wu; Weidong Qiao; Xiaomei Zhong; Longwei Sun; Zhifan Gao; Weiyuan Lin; Yicong Wu; et al. (Expert Syst. Appl., 2025)

FedMDD: Multi-deliberation based calibration for federated long-tailed learning. - Yiwen Wang; Jiaxin Li; Heye Zhang; Jingfeng Zhang; Feng Wan; Anqi Qiu; Zhifan Gao (Knowl. Based Syst., 2025)

Multiple token rearrangement Transformer network with explicit superpixel constraint for segmentation of echocardiography. - Wanli Ding; Heye Zhang; Xiujian Liu; Zhenxuan Zhang; Shuxin Zhuang; Zhifan Gao; Lin Xu 008 (Medical Image Anal., 2025)

An orchestration learning framework for ultrasound imaging: Prompt-Guided Hyper-Perception and Attention-Matching Downstream Synchronization. - Zehui Lin; Shuo Li 001; Shanshan Wang; Zhifan Gao; Yue Sun; Chan-Tong Lam; Xindi Hu; Xin Yang 009; Dong Ni 001; Tao Tan 002 (Medical Image Anal., 2025)

Revisiting medical image retrieval via knowledge consolidation. - Yang Nan 002; Huichi Zhou; Xiaodan Xing; Giorgos Papanastasiou; Lei Zhu 003; Zhifan Gao; Alejandro F. Frangi; Guang Yang 006 (Medical Image Anal., 2025)

Bi-variational physics-informed operator network for fractional flow reserve curve assessment from coronary angiography. - Baihong Xie; Heye Zhang; Anbang Wang; Xiujian Liu; Zhifan Gao (Medical Image Anal., 2025)

FedBM: Stealing knowledge from pre-trained language models for heterogeneous federated learning. - Meilu Zhu; Qiushi Yang; Zhifan Gao; Yixuan Yuan; Jun Liu 007 (Medical Image Anal., 2025)

Main Coronary Flow Calculation With the Assistance of Physiological Side Branch Flow. - Anbang Wang; Heye Zhang; Baihong Xie; Zhifan Gao; Yong Dong; Changnong Peng; Xiujian Liu (IEEE Trans. Biomed. Eng., 2025)

Multi-Level Noise Sampling From Single Image for Low-Dose Tomography Reconstruction. - Weiwen Wu; Yifei Long; Zhifan Gao; Guang Yang 006; Fangxiao Cheng; Jianjia Zhang (IEEE J. Biomed. Health Informatics, 2025)

Explainable Classification of Benign-Malignant Pulmonary Nodules With Neural Networks and Information Bottleneck. - Haixing Zhu; Weipeng Liu; Zhifan Gao; Heye Zhang (IEEE Trans. Neural Networks Learn. Syst., 2025)

Pretext Task Adversarial Learning for Unpaired Low-field to Ultra High-field MRI Synthesis. - Zhenxuan Zhang; Peiyuan Jing; Coraline Beitone; Jiahao Huang; Zhifan Gao; Guang Yang 006; Peter J. Lally (CoRR, 2025)

GEMA-Score: Granular Explainable Multi-Agent Score for Radiology Report Evaluation. - Zhenxuan Zhang; Kinhei Lee; Weihang Deng; Huichi Zhou; Zihao Jin; Jiahao Huang; Zhifan Gao; Dominic C. Marshall; Yingying Fang; Guang Yang 006 (CoRR, 2025)

Task-oriented Uncertainty Collaborative Learning for Label-Efficient Brain Tumor Segmentation. - Zhenxuan Zhang; Hongjie Wu; Jiahao Huang; Baihong Xie; Zhifan Gao; Junxian Du; Peter J. Lally; Guang Yang 006 (CoRR, 2025)

Reason Like a Radiologist: Chain-of-Thought and Reinforcement Learning for Verifiable Report Generation. - Peiyuan Jing; Kinhei Lee; Zhenxuan Zhang; Huichi Zhou; Zhengqing Yuan; Zhifan Gao; Lei Zhu 003; Giorgos Papanastasiou; Yingying Fang; Guang Yang 006 (CoRR, 2025)

RSFR: A Coarse-to-Fine Reconstruction Framework for Diffusion Tensor Cardiac MRI with Semantic-Aware Refinement. - Jiahao Huang; Fanwen Wang; Pedro F. Ferreira; Haosen Zhang; Yinzhe Wu 001; Zhifan Gao; Lei Zhu 003; Angelica I. Avilés-Rivero; Carola-Bibiane Schönlieb; Andrew D. Scott; Zohya Khalique; Maria Dwornik; et al. (CoRR, 2025)

Multi-Domain Adversarial Variational Bayesian Inference for Domain Generalization. - Zhifan Gao; Saidi Guo; Chenchu Xu; Jinglin Zhang; Mingming Gong; Javier Del Ser; Shuo Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

From Coarse to Continuous: Progressive Refinement Implicit Neural Representation for Motion-Robust Anisotropic MRI Reconstruction. - Zhenxuan Zhang; Lipei Zhang; Yanqi Cheng; Zi Wang 005; Fanwen Wang; Haosen Zhang; Yue Yang; Yinzhe Wu 001; Jiahao Huang; Angelica I. Avilés-Rivero; Zhifan Gao; Guang Yang 006; et al. (CoRR, 2025)