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Yefeng Zheng

Westlake University

65H-index
667Paper Count
1.7WCitation Count
Published Papers 125
Publication Date
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An all-in-one foundation model for multimodal medical image restoration and enhancement
errNature Machine Intelligence
IF23.9
err2026-10-13
err0
PREAI
errLuyang Cao; Zhijian Wu; Jian Zhang; Lei Qi; Yang Gao; Hairong Zheng; Yefeng Zheng; Yinghuan Shi
errShare
errSave
Comorbidity-Aware Radiology Report Generation
errIEEE Transactions on Medical Imaging
IF9.8
err2026-09-18
err0
PREAI
errHongze Zhu; Hong Liu; Yawen Huang; Chen Hu; Jiaxuan Jiang; Ming Hu; Xun Lin; Gaoyi Yang; Yefeng Zheng
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errSave
Prior-driven multimodal contrastive learning with Fourier cross-attention to detect aortic dissection in 3D non-contrast CT
errComputerized Medical Imaging and Graphics
IF4.9
err2026-09-18
err0
PREAI
errZhan Feng; Yulin Zhang; Yuxuan Qiu; Duoer Zhang; Wenbo Xiao; Fan Rao; Hong Wang; Wentao Zhu; Yefeng Zheng
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errSave
Learnable frozen feature augmentation for few-shot biomarker prediction from pathology whole-slide images
errBioinformatics
IF5.4
err2026-08-07
err0
errOAAI
errDi Zhang; Jiashuai Liu; Youyuan Ma; Jiusong Ge; Zhi Zeng; Wenfang Sun; Qidong Liu; Kai He; Yefeng Zheng; Weimiao Yu; Chen Li; Zeyu Gao; null
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errSave
Spatial-channel feature fusion transformer for multimodal tumor delineation
errApplied Soft Computing
IF6.6
err2026-07-25
err0
PREAI
errZiwei Zhu; Yawen Huang; Yuexiang Li; Se-in Jang; Yefeng Zheng; Cheng Lu
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errSave
Taking a Deep Look at Multi-Rater Agreement for Calibrated Medical Image Segmentation
errIEEE Transactions on Medical Imaging
IF9.8
err2026-07-17
err0
PREAI
errJingjing Li; Huidong Xie; Wei Ji; Zongwei Zhou; Shuang Yu; Junde Wu; Qi Bi; Yefeng Zheng
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errSave
Harmonized medical federated learning via redundancy-aware client consistency
errPattern Recognition
IF7.6
err2026-07-01
err0
PREAI
errYi, Jingjun; Li, Yuexiang; Zhang, Hao; Bi, Qi; Ji, Wei; Huang, Huimin; Huang, Yawen; Zheng, Yefeng; Huang, Feiyue
errShare
errSave
IQE-CLIP: Instance-Aware Query Embedding for Zero-/Few-Shot Anomaly Detection in Medical Domain
errIEEE Transactions on Image Processing
IF13.7
err2026-06-02
err0
PREAI
errHong Huang; Weixiang Sun; Zhijian Wu; Donghuan Lu; Xian Wu; Yefeng Zheng
errShare
errSave
Dynamic Neural Attenuation Fields (D-NAF): A Self-Supervised Framework for 4D CBCT Reconstruction
errIEEE Transactions on Computational Imaging
IF4.8
err2026-05-27
err0
PREAI
errYulin Zhang; Yuxuan Long; Tianling Lyu; Fan Rao; Dianlin Hu; Yue Li; Feng Wang; Yefeng Zheng; Wentao Zhu
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errSave
Leveraging Text-Modulated Semantic Guidance for Low-Light Endoscopic Image Enhancement
errIEEE Transactions on Medical Imaging
IF9.8
err2026-05-19
err0
PREAI
errHong Wang; Zhijian Wu; Haodu Fang; Dong Wei; Jinghan Sun; Yefeng Zheng; Jianhua Ma
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errSave
FedSemiDG: Domain generalized federated semi-supervised medical image segmentation
errMedical Image Analysis
IF11.8
err2026-04-22
err0
PREAI
errZhipeng Deng; Zhe Xu; Tsuyoshi Isshiki; Yefeng Zheng
errShare
errSave
A lightweight physics-driven dual exposure correction network for endoscopic images
errPattern Recognition
IF7.6
err2026-02-24
err0
PREAI
errZhijian Wu; Hong Wang; Yefeng Zheng
errShare
errSave
ConRF: Zero-shot stylization of 3D scenes with conditioned radiation fields
errPattern Recognition
IF7.6
err2026-01-21
err0
errOAAI
errXingyu Miao; Yang Bai; Haoran Duan; Fan Wan; Yawen Huang; Yang Long; Yefeng Zheng
errShare
errSave
PD-INR: Prior-Driven Implicit Neural Representations for TOF-PET Reconstruction
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT III
IF0
err2026-01-01
err0
PREAI
errLong, Yuxuan; Zhang, Yulin; Wang, Hong; Kuang, Xiaodong; Huang, Hailiang; Rao, Fan; Liu, Huafeng; Zheng, Yefeng; Zhu, Wentao
errShare
errSave
A Prior-Driven Lightweight Network for Endoscopic Exposure Correction
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XI
IF0
err2026-01-01
err0
PREAI
errWu, Zhijian; Wang, Hong; Shi, Yuxuan; Huang, Dingjiang; Zheng, Yefeng
errShare
errSave
RRG-DPO: Direct Preference Optimization for Clinically Accurate Radiology Report Generation
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT V
IF0
err2026-01-01
err0
PREAI
errLiu, Hong; Wei, Dong; Xu, Zhe; Wu, Xian; Zheng, Yefeng; Wang, Liansheng
errShare
errSave
Homophily Edge Augment Graph Neural Network for High-Class Homophily Variance Learning
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2025-12-05
err0
PREAI
errMingjian Guang; Rui Zhang; Dawei Cheng; Xiaoyang Wang; Xin Liu; Jie Yang; Yi Ouyang; Xian Wu; Yefeng Zheng
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errSave
MoDE: Improving Mixture of Depression Experts With Mutual Information Estimator for Depression Detection
errIEEE Transactions on Affective Computing
IF9.8
err2025-11-07
err0
PREAI
errXianbing Zhao; Hang Yang; Di Wang; Buzhou Tang; Yefeng Zheng
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errSave
Clinical pathway-aware large language models for reliable and transparent medical dialogue
errJournal of Biomedical Informatics
IF4.5
err2025-10-31
err0
PREAI
errJiageng Wu; Xian Wu; Yefeng Zheng; Jie Yang
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errSave
A collaborative large language model for drug analysis
errNature Biomedical Engineering
IF26.6
err2025-09-23
err0
errOAAI
errHongjian Zhou; Fenglin Liu; Jinge Wu; Wenjun Zhang; Guowei Huang; Lei Clifton; David Eyre; Haochen Luo; Fengyuan Liu; Kim Branson; Patrick Schwab; Xian Wu; Yefeng Zheng; Anshul Thakur; David A. Clifton
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errSave

Research Directions

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Co-authors
Cooperation Journals
F
Frederik Barkhof
H-index: 179 · Papers: 2.8K
D
Dinggang Shen
H-index: 143 · Papers: 2.1K
W
William R. Jarnagin
H-index: 136 · Papers: 1.1K
D
Daniel Rueckert
H-index: 132 · Papers: 1.6K
Ling Shao cover
Ling Shao (Ling Shao)
H-index: 124 · Papers: 1.1K
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