Lie Ju - RankMe

64 papers A* 4B 1Journal 46Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A General Model for Retinal Segmentation and Quantification. CoRR Zhonghua Wang, Lie Ju, Sijia Li, Wei Feng, Sijin Zhou, Ming Hu, Jianhao Xiong, Xiaoying Tang, Yifan Peng, Mingquan Lin, Yaodong Ding, Yong Zeng, Wenbin Wei, Li Dong, Zongyuan Ge
2026	J	`jnl`	A Vision-Language Foundation Model for Zero-shot Clinical Collaboration and Automated Concept Discovery in Dermatology. CoRR Siyuan Yan, Xieji Li, Dan Mo, Philipp Tschandl, Yiwen Jiang, Zhonghua Wang, Ming Hu, Lie Ju, Cristina Vico-Alonso, Yizhen Zheng, Jiahe Liu, Juexiao Zhou, Camilla Chello, Jen G. Cheung, Julien Anriot, Luc Thomas, Clare Primiero, Gin Tan, Aik Beng Ng, Simon See, Xiaoying Tang, Albert Ip, Xiaoyang Liao, Adrian Bowling, Martin Haskett, Shuang Zhao, Monika Janda, H. Peter Soyer, Victoria Mar, Harald Kittler, Zongyuan Ge
2026	J	`jnl`	Benchmarking real-world medical image classification with noisy labels: Challenges, practice, and outlook. Pattern Recognit. Yuan Ma, Junlin Hou, Chao Zhang, Yukun Zhou, Zongyuan Ge, Haoran Xie, Lie Ju
2026	J	`jnl`	oculomix: Hierarchical Sampling for Retinal-Based Systemic Disease Prediction. CoRR Hyunmin Kim, Yukun Zhou, Rahul A. Jonas, Lie Ju, Sunjin Hwang, Pearse A. Keane, Siegfried K. Wagner
2025	J	`jnl`	Author Correction: Hierarchical skin lesion image classification with prototypical decision tree. npj Digit. Medicine Zhen Yu, Toàn D. Nguyên, Lie Ju, Yaniv Gal, Maithili Sashindranath, C. Paul Bonnington, Lei Zhang, Victoria Mar, Zongyuan Ge
2025	J	`jnl`	Benchmarking Real-World Medical Image Classification with Noisy Labels: Challenges, Practice, and Outlook. CoRR Yuan Ma, Junlin Hou, Chao Zhang, Yukun Zhou, Zongyuan Ge, Haoran Xie, Lie Ju
2025	—	`conf`	Delving Into Out-of-Distribution Detection with Medical Vision-Language Models. MICCAI (5) Lie Ju, Sijin Zhou, Yukun Zhou, Huimin Lu, Zhuoting Zhu, Pearse A. Keane, Zongyuan Ge
2025	J	`jnl`	Delving into Out-of-Distribution Detection with Medical Vision-Language Models. CoRR Lie Ju, Sijin Zhou, Yukun Zhou, Huimin Lu, Zhuoting Zhu, Pearse A. Keane, Zongyuan Ge
2025	J	`jnl`	Generalist versus Specialist Vision Foundation Models for Ocular Disease and Oculomics. CoRR Yukun Zhou, Paul Nderitu, Jocelyn Hui Lin Goh, Justin Engelmann, Siegfried K. Wagner, Emma Anran Ran, Hongyang Jiang, Lie Ju, Ke Zou, Sahana Srinivasan, Hyunmin Kim, Takahiro Ninomiya, Zheyuan Wang, Gabriel Dawei Yang, Eden Ruffell, Dominic Williamson, Rui Santos, Gábor Márk Somfai, Carol Y. Cheung, Tien Yin Wong, Daniel C. Alexander, Yih Chung Tham, Pearse A. Keane
2025	B	`conf`	HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding. COLING Peng Xia, Xingtong Yu, Ming Hu, Lie Ju, Zhiyong Wang, Peibo Duan, Zongyuan Ge
2025	J	`jnl`	Hierarchical skin lesion image classification with prototypical decision tree. npj Digit. Medicine Zhen Yu, Toàn D. Nguyên, Lie Ju, Yaniv Gal, Maithili Sashindranath, C. Paul Bonnington, Lei Zhang, Victoria Mar, Zongyuan Ge
2025	J	`jnl`	Native Intelligence Emerges from Large-Scale Clinical Practice: A Retinal Foundation Model with Deployment Efficiency. CoRR Jia Guo, Jiawei Du, Shengzhu Yang, Shuai Lu, Wenquan Cheng, Kaiwen Zhang, Yihua Sun, Chuhong Yang, Weihang Zhang, Fang Chen, Yilan Wu, Lie Ju, Guochen Ning, Longfei Ma, Huiping Yao, Jinyuan Wang, Peilun Shi, Yukun Zhou, Jie Xu, Pearse A. Keane, Hanruo Liu, Hongen Liao, Ningli Wang, Huiqi Li
2025	J	`jnl`	Prompt-Driven Latent Domain Generalization for Medical Image Classification. IEEE Trans. Medical Imaging Siyuan Yan, Zhen Yu, Chi Liu, Lie Ju, Dwarikanath Mahapatra, Brigid Betz-Stablein, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge
2025	A*	`conf`	Towards Realistic Semi-supervised Medical Image Classification. AAAI Wenxue Li, Lie Ju, Feilong Tang, Peng Xia, Xinyu Xiong, Ming Hu, Lei Zhu, Zongyuan Ge
2025	J	`jnl`	Understanding the robustness of vision-language models to medical image artefacts. npj Digit. Medicine Zijie Cheng, Ariel Yuhan Ong, Siegfried K. Wagner, David Adrian Merle, Lie Ju, Hanyuan Zhang, Ruinian Chen, Linze Pang, Boxuan Li, Tiantian He, Emma Anran Ran, Hongyang Jiang, Gabriel Dawei Yang, Ke Zou, Jocelyn Hui Lin Goh, Sahana Srinivasan, André Altmann, Daniel C. Alexander, Carol Y. Cheung, Yih Chung Tham, Pearse A. Keane, Yukun Zhou
2024	A*	`conf`	Diversified and Personalized Multi-Rater Medical Image Segmentation. CVPR Yicheng Wu, Xiangde Luo, Zhe Xu, Xiaoqing Guo, Lie Ju, Zongyuan Ge, Wenjun Liao, Jianfei Cai
2024	J	`jnl`	Diversified and Personalized Multi-rater Medical Image Segmentation. CoRR Yicheng Wu, Xiangde Luo, Zhe Xu, Xiaoqing Guo, Lie Ju, Zongyuan Ge, Wenjun Liao, Jianfei Cai
2024	—	`conf`	Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations. MICCAI (10) Peng Xia, Ming Hu, Feilong Tang, Wenxue Li, Wenhao Zheng, Lie Ju, Peibo Duan, Huaxiu Yao, Zongyuan Ge
2024	J	`jnl`	Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations. CoRR Peng Xia, Ming Hu, Feilong Tang, Wenxue Li, Wenhao Zheng, Lie Ju, Peibo Duan, Huaxiu Yao, Zongyuan Ge
2024	J	`jnl`	Hierarchical Knowledge Guided Learning for Real-World Retinal Disease Recognition. IEEE Trans. Medical Imaging Lie Ju, Zhen Yu, Lin Wang, Xin Zhao, Xin Wang, C. Paul Bonnington, Zongyuan Ge
2024	J	`jnl`	MONICA: Benchmarking on Long-tailed Medical Image Classification. CoRR Lie Ju, Siyuan Yan, Yukun Zhou, Yang Nan, Xiaodan Xing, Peibo Duan, Zongyuan Ge
2024	J	`jnl`	Prompt-driven Latent Domain Generalization for Medical Image Classification. CoRR Siyuan Yan, Chi Liu, Zhen Yu, Lie Ju, Dwarikanath Mahapatra, Brigid Betz-Stablein, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge
2024	—	`conf`	TP-DRSeg: Improving Diabetic Retinopathy Lesion Segmentation with Explicit Text-Prompts Assisted SAM. MICCAI (8) Wenxue Li, Xinyu Xiong, Peng Xia, Lie Ju, Zongyuan Ge
2024	J	`jnl`	TP-DRSeg: Improving Diabetic Retinopathy Lesion Segmentation with Explicit Text-Prompts Assisted SAM. CoRR Wenxue Li, Xinyu Xiong, Peng Xia, Lie Ju, Zongyuan Ge
2024	—	`conf`	Universal Semi-supervised Learning for Medical Image Classification. MICCAI (12) Lie Ju, Yicheng Wu, Wei Feng, Zhen Yu, Lin Wang, Zhuoting Zhu, Zongyuan Ge
2023	—	`conf`	EPVT: Environment-Aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition. MICCAI (7) Siyuan Yan, Chi Liu, Zhen Yu, Lie Ju, Dwarikanath Mahapatra, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge
2023	J	`jnl`	EPVT: Environment-aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition. CoRR Siyuan Yan, Chi Liu, Zhen Yu, Lie Ju, Dwarikanath Mahapatrainst, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge
2023	J	`jnl`	HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding. CoRR Peng Xia, Xingtong Yu, Ming Hu, Lie Ju, Zhiyong Wang, Peibo Duan, Zongyuan Ge
2023	J	`jnl`	LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-tailed Multi-Label Visual Recognition. CoRR Peng Xia, Di Xu, Lie Ju, Ming Hu, Jun Chen, Zongyuan Ge
2023	J	`jnl`	Medical matting: Medical image segmentation with uncertainty from the matting perspective. Comput. Biol. Medicine Lin Wang, Xiufen Ye, Lie Ju, Wanji He, Donghao Zhang, Xin Wang, Yelin Huang, Wei Feng, Kaimin Song, Zongyuan Ge
2023	A*	`conf`	NurViD: A Large Expert-Level Video Database for Nursing Procedure Activity Understanding. NeurIPS Ming Hu, Lin Wang, Siyuan Yan, Don Ma, Qingli Ren, Peng Xia, Wei Feng, Peibo Duan, Lie Ju, Zongyuan Ge
2023	J	`jnl`	NurViD: A Large Expert-Level Video Database for Nursing Procedure Activity Understanding. CoRR Ming Hu, Lin Wang, Siyuan Yan, Don Ma, Qingli Ren, Peng Xia, Wei Feng, Peibo Duan, Lie Ju, Zongyuan Ge
2023	—	`conf`	Retinal Age Estimation with Temporal Fundus Images Enhanced Progressive Label Distribution Learning. MICCAI (7) Zhen Yu, Ruiye Chen, Peng Gui, Lie Ju, Xianwen Shang, Zhuoting Zhu, Mingguang He, Zongyuan Ge
2023	J	`jnl`	Retinal photograph-based deep learning system for detection of hyperthyroidism: a multicenter, diagnostic study. J. Big Data Li Dong, Lie Ju, Shiqi Hui, Lihua Luo, Xue Jiang, Zihan Nie, Ruiheng Zhang, Wenda Zhou, Heyan Li, Jost B. Jonas, Xin Wang, Xin Zhao, Chao He, Yuzhong Chen, Zhaohui Wang, Jianxiong Gao, Zongyuan Ge, Wenbin Wei, Dongmei Li
2023	—	`conf`	Towards Novel Class Discovery: A Study in Novel Skin Lesions Clustering. MICCAI (6) Wei Feng, Lie Ju, Lin Wang, Kaimin Song, Zongyuan Ge
2023	J	`jnl`	Towards Novel Class Discovery: A Study in Novel Skin Lesions Clustering. CoRR Wei Feng, Lie Ju, Lin Wang, Kaimin Song, Zongyuan Ge
2023	J	`jnl`	Towards Open-Scenario Semi-supervised Medical Image Classification. CoRR Lie Ju, Yicheng Wu, Wei Feng, Zhen Yu, Lin Wang, Zhuoting Zhu, Zongyuan Ge
2023	A*	`conf`	Unsupervised Domain Adaptation for Medical Image Segmentation by Selective Entropy Constraints and Adaptive Semantic Alignment. AAAI Wei Feng, Lie Ju, Lin Wang, Kaimin Song, Xin Zhao, Zongyuan Ge
2022	J	`jnl`	3D Matting: A Benchmark Study on Soft Segmentation Method for Pulmonary Nodules Applied in Computed Tomography. CoRR Lin Wang, Xiufen Ye, Donghao Zhang, Wanji He, Lie Ju, Yi Luo, Huan Luo, Xin Wang, Wei Feng, Kaimin Song, Xin Zhao, Zongyuan Ge
2022	J	`jnl`	3D Matting: A Soft Segmentation Method Applied in Computed Tomography. CoRR Lin Wang, Xiufen Ye, Donghao Zhang, Wanji He, Lie Ju, Xin Wang, Wei Feng, Kaimin Song, Xin Zhao, Zongyuan Ge
2022	J	`jnl`	3D matting: A benchmark study on soft segmentation method for pulmonary nodules applied in computed tomography. Comput. Biol. Medicine Lin Wang, Xiufen Ye, Donghao Zhang, Wanji He, Lie Ju, Yi Luo, Huan Luo, Xin Wang, Wei Feng, Kaimin Song, Xin Zhao, Zongyuan Ge
2022	—	`conf`	Flexible Sampling for Long-Tailed Skin Lesion Classification. MICCAI (3) Lie Ju, Yicheng Wu, Lin Wang, Zhen Yu, Xin Zhao, Xin Wang, C. Paul Bonnington, Zongyuan Ge
2022	J	`jnl`	Flexible Sampling for Long-tailed Skin Lesion Classification. CoRR Lie Ju, Yicheng Wu, Lin Wang, Zhen Yu, Xin Zhao, Xin Wang, C. Paul Bonnington, Zongyuan Ge
2022	J	`jnl`	Improving Medical Images Classification With Label Noise Using Dual-Uncertainty Estimation. IEEE Trans. Medical Imaging Lie Ju, Xin Wang, Lin Wang, Dwarikanath Mahapatra, Xin Zhao, Quan Zhou, Tongliang Liu, Zongyuan Ge
2022	—	`conf`	Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings. MICCAI (3) Zhen Yu, Toàn D. Nguyên, Yaniv Gal, Lie Ju, Shekhar S. Chandra, Lei Zhang, C. Paul Bonnington, Victoria Mar, Zhiyong Wang, Zongyuan Ge
2022	J	`jnl`	Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings. CoRR Zhen Yu, Toàn D. Nguyên, Yaniv Gal, Lie Ju, Shekhar S. Chandra, Lei Zhang, C. Paul Bonnington, Victoria Mar, Zhiyong Wang, Zongyuan Ge
2022	—	`conf`	Unsupervised Domain Adaptive Fundus Image Segmentation with Category-Level Regularization. MICCAI (2) Wei Feng, Lin Wang, Lie Ju, Xin Zhao, Xin Wang, Xiaoyu Shi, Zongyuan Ge
2022	J	`jnl`	Unsupervised Domain Adaptive Fundus Image Segmentation with Category-level Regularization. CoRR Wei Feng, Lin Wang, Lie Ju, Xin Zhao, Xin Wang, Xiaoyu Shi, Zongyuan Ge
2021	J	`jnl`	Improving Medical Image Classification with Label Noise Using Dual-uncertainty Estimation. CoRR Lie Ju, Xin Wang, Lin Wang, Dwarikanath Mahapatra, Xin Zhao, Mehrtash Harandi, Tom Drummond, Tongliang Liu, Zongyuan Ge
2021	J	`jnl`	Incremental learning for exudate and hemorrhage segmentation on fundus images. Inf. Fusion Wanji He, Xin Wang, Lin Wang, Yelin Huang, Zhiwen Yang, Xuan Yao, Xin Zhao, Lie Ju, Liao Wu, Lin Wu, Huimin Lu, Zongyuan Ge
2021	J	`jnl`	Leveraging Regular Fundus Images for Training UWF Fundus Diagnosis Models via Adversarial Learning and Pseudo-Labeling. IEEE Trans. Medical Imaging Lie Ju, Xin Wang, Xin Zhao, C. Paul Bonnington, Tom Drummond, Zongyuan Ge
2021	J	`jnl`	Long-Tailed Multi-Label Retinal Diseases Recognition Using Hierarchical Information and Hybrid Knowledge Distillation. CoRR Lie Ju, Xin Wang, Zhen Yu, Lin Wang, Xin Zhao, Zongyuan Ge
2021	—	`conf`	Medical Matting: A New Perspective on Medical Segmentation with Uncertainty. MICCAI (3) Lin Wang, Lie Ju, Donghao Zhang, Xin Wang, Wanji He, Yelin Huang, Zhiwen Yang, Xuan Yao, Xin Zhao, Xiufen Ye, Zongyuan Ge
2021	J	`jnl`	Medical Matting: A New Perspective on Medical Segmentation with Uncertainty. CoRR Lin Wang, Lie Ju, Donghao Zhang, Xin Wang, Wanji He, Yelin Huang, Zhiwen Yang, Xuan Yao, Xin Zhao, Xiufen Ye, Zongyuan Ge
2021	—	`conf`	Relational Subsets Knowledge Distillation for Long-Tailed Retinal Diseases Recognition. MICCAI (8) Lie Ju, Xin Wang, Lin Wang, Tongliang Liu, Xin Zhao, Tom Drummond, Dwarikanath Mahapatra, Zongyuan Ge
2021	J	`jnl`	Relational Subsets Knowledge Distillation for Long-tailed Retinal Diseases Recognition. CoRR Lie Ju, Xin Wang, Lin Wang, Tongliang Liu, Xin Zhao, Tom Drummond, Dwarikanath Mahapatra, Zongyuan Ge
2021	J	`jnl`	Synergic Adversarial Label Learning for Grading Retinal Diseases via Knowledge Distillation and Multi-Task Learning. IEEE J. Biomed. Health Informatics Lie Ju, Xin Wang, Xin Zhao, Huimin Lu, Dwarikanath Mahapatra, C. Paul Bonnington, Zongyuan Ge
2021	J	`jnl`	Unsupervised Domain Adaptation for Retinal Vessel Segmentation with Adversarial Learning and Transfer Normalization. CoRR Wei Feng, Lie Ju, Lin Wang, Kaimin Song, Xin Wang, Xin Zhao, Qingyi Tao, Zongyuan Ge
2020	J	`jnl`	Bridge the Domain Gap Between Ultra-wide-field and Traditional Fundus Images via Adversarial Domain Adaptation. CoRR Lie Ju, Xin Wang, Quan Zhou, Hu Zhu, Mehrtash Harandi, C. Paul Bonnington, Tom Drummond, Zongyuan Ge
2020	J	`jnl`	Leveraging Regular Fundus Images for Training UWF Fundus Diagnosis Models via Adversarial Learning and Pseudo-Labeling. CoRR Lie Ju, Xin Wang, Xin Zhao, C. Paul Bonnington, Tom Drummond, Zongyuan Ge
2020	J	`jnl`	Synergic Adversarial Label Learning with DR and AMD for Retinal Image Grading. CoRR Lie Ju, Xin Wang, Xin Zhao, C. Paul Bonnington, Zongyuan Ge
2019	J	`jnl`	Deep cascaded convolutional models for cattle pose estimation. Comput. Electron. Agric. Xiangyuan Li, Cheng Cai, Ruifei Zhang, Lie Ju, Jinrong He
2019	—	`conf`	Retinal Abnormalities Recognition Using Regional Multitask Learning. MICCAI (1) Xin Wang, Lie Ju, Xin Zhao, Zongyuan Ge
2018	J	`jnl`	Graph regularized multiview marginal discriminant projection. J. Vis. Commun. Image Represent. Heng Pan, Jinrong He, Yu Ling, Lie Ju, Guoliang He