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Zongyuan Ge

monash university

47H-index
355Paper Count
1.2WCitation Count
Published Papers 114
Publication Date
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Prospective analysis of long-term trajectories of functional scores before and after a diagnosis of stroke
errCommunications Medicine
IF6.3
err2026-06-12
err0
errOAAI
errXianwen Shang; Lei Liu; Xueli Zhang; Yu Huang; Xiayin Zhang; Danli Shi; Yanxian Chen; Zhuoting Zhu; Zongyuan Ge; Wei Wang; Honghua Yu; Mingguang He
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errSave
Enhancing Drug Response Prediction in Epilepsy with Emerging Multimodal Models: Focus on Clinical, Pharmacologic, and Genomic Factors
errCNS Drugs
IF7.4
err2026-05-16
err0
errOAAI
errAlison Anderson; Richard Shek-kwan Chang; Mark Howard; Zhibin Chen; Duong Nhu; Zongyuan Ge; Patrick Kwan
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errSave
Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis
errIEEE Transactions on Medical Imaging
IF9.8
err2026-05-04
err0
PREAI
errMd Nahiduzzaman; Steven Korevaar; Zongyuan Ge; Feng Xia; Alireza Bab-Hadiashar; Ruwan Tennakoon
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errSave
Leveraging Image-Text Pairs for Generalized Category Discovery in Medical Image Classification
errIEEE Transactions on Medical Imaging
IF9.8
err2026-05-04
err0
PREAI
errWei Feng; Bingjie Wang; Zhonghua Wang; Sijin Zhou; Zongyuan Ge
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errSave
Improving local connectivity of transformer for more accurate leaf vein segmentation
errApplied Soft Computing
IF6.6
err2026-04-24
err0
PREAI
errWanqiang Cai; Yan Zhang; Yifan Xue; Yingyao Ma; Jiasong Wu; Bin Wang; Zongyuan Ge
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errSave
Benchmarking real-world medical image classification with noisy labels: Challenges, practice, and outlook
errPattern Recognition
IF7.6
err2026-04-04
err0
errOAAI
errYuan Ma; Junlin Hou; Chao Zhang; Yukun Zhou; Zongyuan Ge; Haoran Xie; Lie Ju
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errSave
A Continuous Severity Index for Keratoconus Diagnosis Based on Kolmogorov–Arnold Networks in a Chinese Population
errOphthalmology Science
IF4.6
err2026-03-23
err0
errOAAI
errYing Qiao; Lin Wang; Lie Ju; Ming Hu; Jingbin Geng; Zishuo Li; Ling Sun; Lan Ding; Mi Tian; Chao Hu; Zongyuan Ge; Xiaoying Wang; Xingtao Zhou; Yang Shen; Xiaoyu Zhang
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errSave
Robust Multimodal Learning for Ophthalmic Disease Grading via Disentangled Representation
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT VIII
IF0
err2026-01-01
err0
PREAI
errWang, Xinkun; Wang, Yifang; Liang, Senwei; Tang, Feilong; Liu, Chengzhi; Hu, Ming; Hu, Chao; He, Junjun; Ge, Zongyuan; Razzak, Imran
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errSave
Privacy-Centric Seizure Detection Using Surface Normals, Pose and Segmentation Masks
errAI 2025: ADVANCES IN ARTIFICIAL INTELLIGENCE, PT II
IF0
err2026-01-01
err0
PREAI
errPonnambalam, Kishore Gandhi; Ilyas, Talha; Sivathamboo, Shobi; Ge, Zongyuan; Kwan, Patrick; Kuhlmann, Levin; Mehta, Deval
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errSave
Knowledge Tree Driven Contextualized Instruction Tuning of Foundation Models for Epilepsy Drug Recommendation
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT VI
IF0
err2026-01-01
err0
PREAI
errPham, Duy Khoa; Mehta, Deval; Jiang, Yiwen; Thom, Daniel; Chang, Richard Shek-kwan; Nazem-Zadeh, Mohammad; Foster, Emma; Fazio, Timothy; Holper, Sarah; Verspoor, Karin; Liu, Jiahe; Nhu, Duong; Barnard, Sarah; O'Brien, Terence; Chen, Zhibin; French, Jacqueline; Kwan, Patrick; Ge, Zongyuan
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errSave
MSWAL: 3D Multi-class Segmentation of Whole Abdominal Lesions Dataset
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT II
IF0
err2026-01-01
err0
PREAI
errWu, Zhaodong; Zhao, Qiaochu; Hu, Ming; Li, Yulong; Xue, Haochen; Jiang, Zhengyong; Stefanidis, Angelos; Wang, Qiufeng; Razzak, Imran; Ge, Zongyuan; He, Junjun; Qiao, Yu; Zheng, Zhong; Tang, Feilong; Dang, Kang; Su, Jionglong
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errSave
Delving Into Out-of-Distribution Detection with Medical Vision-Language Models
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT V
IF0
err2026-01-01
err0
PREAI
errJul, Lie; Zhou, Sijin; Zhou, Yukun; Lu, Huimin; Zhu, Zhuoting; Keane, Pearse A.; Ge, Zongyuan
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errSave
Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT IX
IF0
err2026-01-01
err0
PREAI
errLi, Wei; Hu, Ming; Wang, Guoan; Liu, Lihao; Zhou, Kaijing; Ning, Junzhi; Guo, Xin; Ge, Zongyuan; Gu, Lixu; He, Junjun
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errSave
A systematic review of vision and vision-language foundation models in ophthalmology
errAdvances in Ophthalmology Practice and Research
IF3.4
err2025-12-01
err0
errOAAI
errJin, Kai; Yu, Tao; Ying, Gui-shuang; Ge, Zongyuan; Li, Kelvin Zhenghao; Zhou, Yukun; Shi, Danli; Wang, Meng; Goktas, Polat; Grzybowski, Andrzej
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errSave
An intelligent; compact wearable pressure-strain combo sensor system for continuous fetal movement monitoring
errScience Advances
IF12.5
err2025-11-26
err0
PREAI
errLim Wei Yap; Arie Levin; Yiwen Jiang; Duong Nhu; Shu Gong; Ritesh Warty; David Vera Anaya; Qinhao Li; Yan Lu; Rui Gao; Xin Zhang; Talha Ilyas; Vinayak Smith; Allison Thomas; Aswandi Wibrianto; Yuxin Zhang; Jane Limas; Sharon A. McCracken; Jonathan M. Morris; Ben W. Mol; Euan M. Wallace; Arnold Lining Ju; Zongyuan Ge; Faezeh Marzbanrad; Wenlong Cheng
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errSave
Automated triage of cancer-suspicious skin lesions with 3D total-body photography
errnpj Digital Medicine
IF15.1
err2025-11-21
err0
errOAAI
errNicholas R. Kurtansky; Maura C. Gillis; Noel C. F. Codella; Brian M. D’Alessandro; Zongyuan Ge; Pascale Guitera; Allan C. Halpern; Harald Kittler; Josep Malvehy; Konstantinos Liopyris; Victoria J. Mar; Linda K. Martin; Lara Valeska Maul; Alexander Navarini; Tarlia Rajeswaran; Vin Rajeswaran; Nadia Reichman; H. Peter Soyer; Jochen Weber; Siyuan Yan; Veronica Rotemberg; Kivanc Kose
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errSave
Enhancing AI-based diabetic retinopathy diagnosis through universal cross-camera image adaptation
errBMJ OPEN OPHTHALMOLOGY
IF2.2
err2025-11-20
err0
errOAAI
errJoseph, Sanil; Chen, Xiaotian; Liu, Chi; Zhu, Zhuoting; Ramasamy, Kim; Ravilla, Thulasiraj D.; Ge, Zongyuan; He, Mingguang
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errSave
AI driven quantitative analysis of meibomian glands in children and adolescents: a benchmark dataset study
errEye and Vision
IF4
err2025-11-08
err0
errOAAI
errLi Li; Kunhong Xiao; Kunfeng Lai; Taichen Lai; Yujie Wang; Xianwen Shang; Ying Xue; Zongyuan Ge; Lingyi Liang; Mingguang He; Jiawen Lin; Zhuoting Zhu
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errSave
Predicting traditional Chinese medicine constitutions in adults aged ≥ 65 years: A machine learning approach
errJournal of Integrative Medicine
IF4
err2025-11-05
err0
PREAI
errChen Sun; Zhen Yu; Zong-yuan Ge; Wen-jun Wang; Bi-ying Wang; Hua-ling Song; Guo-qun Xie; Hai-lei Zhao; Yang Zhang; Xiang-long Xu
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errSave
Using deep learning systems for diagnosing common skin lesions in sexual health
errCommunications Medicine
IF6.3
err2025-11-03
err0
errOAAI
errNyi Nyi Soe; Phyu Mon Latt; David M. Lee; Zhen Yu; Martina Schmidt; Melanie Bissessor; Ei Thu Aung; Zongyuan Ge; Rashidur Rahman; Eric P. F. Chow; Jason J. Ong; Christopher K. Fairley; Lei Zhang
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Research Directions

No research directions
Co-authors
Cooperation Journals
J
Jost B. Jonas
H-index: 175 · Papers: 1.9K
B
Ben W. Mol
H-index: 131 · Papers: 2.3K
Y
Yuming Guo
H-index: 120 · Papers: 1.3K
王巍 cover
王巍 (Wei Wang)
H-index: 112 · Papers: 2.6K
A
Aimin Xu
H-index: 111 · Papers: 748
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