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Zongyuan Ge

monash university

47H-index
361Paper Count
1.2WCitation Count
Published Papers 120
Publication Date
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Ocular fundus examination in emergency medicine: an Australian survey of equipment, training, current practice, and clinician perceptions
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IF3.2
err2026-09-17
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errOAAI
errYujie Wang; Wenyi Hu; Raphael Chang; Li Li; Sam Freeman; Carmel Crock; Franz E. Babl; Gary Ayton; Lucia Le-Kim; Hamed Akhlaghi; Honghua Yu; Tissa Wijeratne; Zongyuan Ge; Myra B. McGuinness; Peter Van Wijngaarden; Mingguang He; Zhuoting Zhu
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Multi-Aspect Knowledge-Enhanced Dermatological Vision-Language Pretraining with Multi-Agent Data Generation
err2026-08-17
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PREAI
errXieji Li; Siyuan Yan; Yingsheng Liu; H. Peter Soyer; Monika Janda; Victoria Mar; Zongyuan Ge
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Fundus image-based glaucoma screening via retinal knowledge-oriented dynamic multi-level feature integration
err2026-07-01
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PREAI
errLiu, Chi; Zhou, Yuzhuo; Shen, Sheng; Ge, Zongyuan; Jing, Fengshi; Zhang, Shiran; Jiang, Yu; Wang, Anli; Liu, Wenjian; Yang, Feilong; Zhu, Tianqing; Han, Xiaotong
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Seeing cracks in frequency: FD-Mamba accurately segments cracks via frequency-difference priors
err2026-07-01
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PREAI
errCai, Wanqiang; Zheng, Junwen; Liu, Xiaoyu; Sun, Jiarui; Hu, Yutao; Wu, Jiasong; Chen, Da; Ge, Zongyuan; Cohen, Laurent D.
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Prospective analysis of long-term trajectories of functional scores before and after a diagnosis of stroke
err2026-06-12
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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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Enhancing Drug Response Prediction in Epilepsy with Emerging Multimodal Models: Focus on Clinical, Pharmacologic, and Genomic Factors
err2026-05-16
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errOAAI
errAlison Anderson; Richard Shek-kwan Chang; Mark Howard; Zhibin Chen; Duong Nhu; Zongyuan Ge; Patrick Kwan
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Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis
err2026-05-04
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PREAI
errMd Nahiduzzaman; Steven Korevaar; Zongyuan Ge; Feng Xia; Alireza Bab-Hadiashar; Ruwan Tennakoon
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Improving local connectivity of transformer for more accurate leaf vein segmentation
err2026-04-24
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PREAI
errWanqiang Cai; Yan Zhang; Yifan Xue; Yingyao Ma; Jiasong Wu; Bin Wang; Zongyuan Ge
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Benchmarking real-world medical image classification with noisy labels: Challenges, practice, and outlook
err2026-04-04
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errOAAI
errYuan Ma; Junlin Hou; Chao Zhang; Yukun Zhou; Zongyuan Ge; Haoran Xie; Lie Ju
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A Continuous Severity Index for Keratoconus Diagnosis Based on Kolmogorov–Arnold Networks in a Chinese Population
err2026-03-23
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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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Robust Multimodal Learning for Ophthalmic Disease Grading via Disentangled Representation
err2026-01-01
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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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Privacy-Centric Seizure Detection Using Surface Normals, Pose and Segmentation Masks
err2026-01-01
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PREAI
errPonnambalam, Kishore Gandhi; Ilyas, Talha; Sivathamboo, Shobi; Ge, Zongyuan; Kwan, Patrick; Kuhlmann, Levin; Mehta, Deval
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Knowledge Tree Driven Contextualized Instruction Tuning of Foundation Models for Epilepsy Drug Recommendation
err2026-01-01
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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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MSWAL: 3D Multi-class Segmentation of Whole Abdominal Lesions Dataset
err2026-01-01
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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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Delving Into Out-of-Distribution Detection with Medical Vision-Language Models
err2026-01-01
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PREAI
errJul, Lie; Zhou, Sijin; Zhou, Yukun; Lu, Huimin; Zhu, Zhuoting; Keane, Pearse A.; Ge, Zongyuan
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Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model
err2026-01-01
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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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A systematic review of vision and vision-language foundation models in ophthalmology
err2025-12-01
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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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An intelligent; compact wearable pressure-strain combo sensor system for continuous fetal movement monitoring
err2025-11-26
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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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