Mingguang He

According to our database, Mingguang He authored at least 41 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings.

Yue Wu, Xiaolan Chen, Weiyi Zhang, Shunming Liu, Wing Man Rita Sum, Xinyuan Wu, Xianwen Shang, Chea-su Kee, Mingguang He, Danli Shi

CoRR, July, 2025

APTOS-2024 challenge report: Generation of synthetic 3D OCT images from fundus photographs.

Bowen Liu, Weiyi Zhang, Peranut Chotcomwongse, Xiaolan Chen, Ruoyu Chen, Pawin Pakaymaskul, Niracha Arjkongharn, Nattaporn Vongsa, Xuelian Cheng, Zongyuan Ge, Kun Huang, Xiaohui Li, Yiru Duan, Zhenbang Wang, Baoye Xie, Qiang Chen, Huazhu Fu, Michael A. Mahr, Jiaqi Qu, Wangyiyang Chen, Shiye Wang, Yubo Tan, Yongjie Li, Mingguang He, Danli Shi, Paisan Ruamviboonsuk

CoRR, June, 2025

Benchmarking Large Multimodal Models for Ophthalmic Visual Question Answering with OphthalWeChat.

Pusheng Xu, Xia Gong, Xiaolan Chen, Weiyi Zhang, Jiancheng Yang, Bingjie Yan, Meng Yuan, Yalin Zheng, Mingguang He, Danli Shi

CoRR, May, 2025

Predicting Diabetic Macular Edema Treatment Responses Using OCT: Dataset and Methods of APTOS Competition.

Weiyi Zhang, Peranut Chotcomwongse, Yinwen Li, Pusheng Xu, Ruijie Yao, Lianhao Zhou, Yuxuan Zhou, Hui Feng, Qiping Zhou, Xinyue Wang, Shoujin Huang, Zihao Jin, Florence H. T. Chung, Shujun Wang, Yalin Zheng, Mingguang He, Danli Shi, Paisan Ruamviboonsuk

CoRR, May, 2025

AI-powered virtual eye: perspective, challenges and opportunities.

Yue Wu, Yibo Guo, Yulong Yan, Jiancheng Yang, Xin Zhou, Ching-Yu Cheng, Danli Shi, Mingguang He

CoRR, May, 2025

What is the role of human decisions in a world of artificial intelligence: an economic evaluation of human-AI collaboration in diabetic retinopathy screening.

Yueye Wang, Wenyi Hu, Keyao Zhou, Chi Liu, Jian Zhang, Zhuoting Zhu, Sanil Joseph, Qiuxia Yin, Lixia Luo, Xiaotong Han, Mingguang He, Lei Zhang

CoRR, March, 2025

DeepSeek-R1 Outperforms Gemini 2.0 Pro, OpenAI o1, and o3-mini in Bilingual Complex Ophthalmology Reasoning.

Pusheng Xu, Yue Wu, Kai Jin, Xiaolan Chen, Mingguang He, Danli Shi

CoRR, February, 2025

Fundus2Globe: Generative AI-Driven 3D Digital Twins for Personalized Myopia Management.

Danli Shi, Bowen Liu, Zhen Tian, Yue Wu, Jiancheng Yang, Ruoyu Chen, Bo Yang, Ou Xiao, Mingguang He

CoRR, February, 2025

A cross population study of retinal aging biomarkers with longitudinal pre-training and label distribution learning.

Zhen Yu, Ruiye Chen, Peng Gui, Wei Wang, Imran Razzak, Hamid Alinejad-Rokny, Xiaomin Zeng, Xianwen Shang, Lei Zhang, Xiaohong Yang, Honghua Yu, Wenyong Huang, Huimin Lu, Peter van Wijngaarden, Mingguang He, Zhuoting Zhu, Zongyuan Ge

npj Digit. Medicine, 2025

A multimodal visual-language foundation model for computational ophthalmology.

Danli Shi, Weiyi Zhang, Jiancheng Yang, Siyu Huang, Xiaolan Chen, Pusheng Xu, Kai Jin, Shan Lin, Jin Wei, Mayinuer Yusufu, Shunming Liu, Qing Zhang, Zongyuan Ge, Xun Xu, Mingguang He

npj Digit. Medicine, 2025

Embodied artificial intelligence in ophthalmology.

Yao Qiu, Xiaolan Chen, Xinyuan Wu, Yunqian Li, Pusheng Xu, Kai Jin, Xianwen Shang, Peranut Chotcomwongse, Mingguang He, Danli Shi

npj Digit. Medicine, 2025

Development and multicenter validation of an AI driven model for quantitative meibomian gland evaluation.

Li Li, Kunhong Xiao, Taichen Lai, Kunfeng Lai, Jiawen Lin, Zongyuan Ge, Lingyi Liang, Hao Huang, Xiaoshan Zhang, Li Liu, Yujie Wang, Xianwen Shang, Mingguang He, Ying Xue, Zhuoting Zhu

npj Digit. Medicine, 2025

Prospective pragmatic trial of automated retinal photography and AI glaucoma screening in Australian primary care.

Catherine L. Jan, Sanil Joseph, Algis J. Vingrys, Jacqueline Henwood, Zongyuan Ge, Randall S. Stafford, Mingguang He

npj Digit. Medicine, 2025

Real-world feasibility, accuracy and acceptability of automated retinal photography and AI-based cardiovascular disease risk assessment in Australian primary care settings: a pragmatic trial.

Wenyi Hu, Zhihong Lin, Malcolm Clark, Jacqueline Henwood, Xianwen Shang, Ruiye Chen, Katerina V. Kiburg, Lei Zhang, Zongyuan Ge, Peter van Wijngaarden, Zhuoting Zhu, Mingguang He

npj Digit. Medicine, 2025

Addressing underestimation and explanation of retinal fundus photo-based cardiovascular disease risk score: Algorithm development and validation.

Zhihong Lin, Chi Liu, Danli Shi, Yueye Wang, Wenyi Hu, Jacqueline Henwood, Katerina V. Kiburg, Peter van Wijngaarden, Malcolm Clark, Xianwen Shang, Xiaotong Han, Lei Zhang, Mingguang He, Zongyuan Ge

Comput. Biol. Medicine, 2025

Interpretable Few-Shot Retinal Disease Diagnosis with Concept-Guided Prompting of Vision-Language Models.

Deval Mehta, Yiwen Jiang, Catherine L. Jan, Mingguang He, Kshitij S. Jadhav, Zongyuan Ge

Proceedings of the Information Processing in Medical Imaging, 2025

2024

Economic evaluation for medical artificial intelligence: accuracy vs. cost-effectiveness in a diabetic retinopathy screening case.

Yueye Wang, Chi Liu, Wenyi Hu, Lixia Luo, Danli Shi, Jian Zhang, Qiuxia Yin, Lei Zhang, Xiaotong Han, Mingguang He

npj Digit. Medicine, 2024

A deep learning system for myopia onset prediction and intervention effectiveness evaluation in children.

Ziyi Qi, Tingyao Li, Jun Chen, Jason C. Yam, Yang Wen, Gengyou Huang, Hua Zhong, Mingguang He, Dan Zhu, Rongping Dai, Bo Qian, Jingjing Wang, Chaoxu Qian, Wei Wang, Yanfei Zheng, Jian Zhang, Xianglong Yi, Zheyuan Wang, Bo Zhang, Chunyu Liu, Tianyu Cheng, Xiaokang Yang, Jun Li, Yan-Ting Pan, Xiaohu Ding, Ruilin Xiong, Yan Wang, Yan Zhou, Dagan Feng, Sichen Liu, Linlin Du, Jinliuxing Yang, Zhuoting Zhu, Lei Bi, Jinman Kim, Fangyao Tang, Yuzhou Zhang, Xiujuan Zhang, Haidong Zou, Marcus Ang, Clement C. Tham, Carol Y. Cheung, Chi Pui Pang, Bin Sheng, Xiangui He, Xun Xu

npj Digit. Medicine, 2024

FFA-GPT: an automated pipeline for fundus fluorescein angiography interpretation and question-answer.

Xiaolan Chen, Weiyi Zhang, Pusheng Xu, Ziwei Zhao, Yingfeng Zheng, Danli Shi, Mingguang He

npj Digit. Medicine, 2024

Translating color fundus photography to indocyanine green angiography using deep-learning for age-related macular degeneration screening.

Ruoyu Chen, Weiyi Zhang, Fan Song, Honghua Yu, Dan Cao, Yingfeng Zheng, Mingguang He, Danli Shi

npj Digit. Medicine, 2024

FFA Sora, video generation as fundus fluorescein angiography simulator.

Xinyuan Wu, Lili Wang, Ruoyu Chen, Bowen Liu, Weiyi Zhang, Xi Yang, Yifan Feng, Mingguang He, Danli Shi

CoRR, 2024

EyeDiff: text-to-image diffusion model improves rare eye disease diagnosis.

Ruoyu Chen, Weiyi Zhang, Bowen Liu, Xiaolan Chen, Pusheng Xu, Shunming Liu, Mingguang He, Danli Shi

CoRR, 2024

Visual Question Answering in Ophthalmology: A Progressive and Practical Perspective.

Xiaolan Chen, Ruoyu Chen, Pusheng Xu, Weiyi Zhang, Xianwen Shang, Mingguang He, Danli Shi

CoRR, 2024

Fundus to Fluorescein Angiography Video Generation as a Retinal Generative Foundation Model.

Weiyi Zhang, Jiancheng Yang, Ruoyu Chen, Siyu Huang, Pusheng Xu, Xiaolan Chen, Shanfu Lu, Hongyu Cao, Mingguang He, Danli Shi

CoRR, 2024

EyeCLIP: A visual-language foundation model for multi-modal ophthalmic image analysis.

Danli Shi, Weiyi Zhang, Jiancheng Yang, Siyu Huang, Xiaolan Chen, Mayinuer Yusufu, Kai Jin, Shan Lin, Shunming Liu, Qing Zhang, Mingguang He

CoRR, 2024

UWF-RI2FA: Generating Multi-frame Ultrawide-field Fluorescein Angiography from Ultrawide-field Retinal Imaging Improves Diabetic Retinopathy Stratification.

Ruoyu Chen, Kezheng Xu, Kangyan Zheng, Weiyi Zhang, Yan Lu, Danli Shi, Mingguang He

CoRR, 2024

Choroidal Vessel Segmentation on Indocyanine Green Angiography Images via Human-in-the-Loop Labeling.

Ruoyu Chen, Ziwei Zhao, Mayinuer Yusufu, Xianwen Shang, Danli Shi, Mingguang He

CoRR, 2024

EyeFound: A Multimodal Generalist Foundation Model for Ophthalmic Imaging.

Danli Shi, Weiyi Zhang, Xiaolan Chen, Yexin Liu, Jiancheng Yang, Siyu Huang, Yih Chung Tham, Yingfeng Zheng, Mingguang He

CoRR, 2024

Evaluating large language models in medical applications: a survey.

Xiaolan Chen, Jiayang Xiang, Shanfu Lu, Yexin Liu, Mingguang He, Danli Shi

CoRR, 2024

EyeGPT: Ophthalmic Assistant with Large Language Models.

Xiaolan Chen, Ziwei Zhao, Weiyi Zhang, Pusheng Xu, Le Gao, Mingpu Xu, Yue Wu, Yinwen Li, Danli Shi, Mingguang He

CoRR, 2024

Decoding the genetic comorbidity network of Alzheimer's disease.

Xueli Zhang, Dantong Li, Siting Ye, Shunming Liu, Shuo Ma, Min Li, Qiliang Peng, Lianting Hu, Xianwen Shang, Mingguang He, Lei Zhang

BioData Min., 2024

Fundus2Video: Cross-Modal Angiography Video Generation from Static Fundus Photography with Clinical Knowledge Guidance.

Weiyi Zhang, Siyu Huang, Jiancheng Yang, Ruoyu Chen, Zongyuan Ge, Yingfeng Zheng, Danli Shi, Mingguang He

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Improving Consistency in Cardiovascular Disease Risk Assessment: Cross-Camera Adaptation for Retinal Images.

Weiyi Zhang, Danli Shi, Mingguang He

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Medical visual question answering: A survey.

Zhihong Lin, Donghao Zhang, Qingyi Tao, Danli Shi, Gholamreza Haffari, Qi Wu, Mingguang He, Zongyuan Ge

Artif. Intell. Medicine, September, 2023

EBD: an eye biomarker database.

Xueli Zhang, Lingcong Kong, Shunming Liu, Xiayin Zhang, Xianwen Shang, Zhuoting Zhu, Yu Huang, Shuo Ma, Jason Ha, Katerina V. Kiburg, Chunwen Zheng, Yunyan Hu, Cong Li, Guanrong Wu, Yingying Liang, Mengxia He, Yan Wang, Xiaohe Bai, Danli Shi, Wei Wang, Chi Zhang, Ke Zhao, Haining Yuan, Guang Hu, Yijun Hu, Huiying Liang, Honghua Yu, Lei Zhang, Mingguang He

Bioinform., May, 2023

Contrastive pre-training and linear interaction attention-based transformer for universal medical reports generation.

Zhihong Lin, Donghao Zhang, Danli Shi, Renjing Xu, Qingyi Tao, Lin Wu, Mingguang He, Zongyuan Ge

J. Biomed. Informatics, February, 2023

Retinal Age Estimation with Temporal Fundus Images Enhanced Progressive Label Distribution Learning.

Zhen Yu, Ruiye Chen, Peng Gui, Lie Ju, Xianwen Shang, Zhuoting Zhu, Mingguang He, Zongyuan Ge

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Camera Adaptation for Fundus-Image-Based CVD Risk Estimation.

Zhihong Lin, Danli Shi, Donghao Zhang, Xianwen Shang, Mingguang He, Zongyuan Ge

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

A Label Uncertainty-Guided Multi-Stream Model for Disease Screening.

Chi Liu, Zongyuan Ge, Mingguang He, Xiaotong Han

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2019

Biological Age Estimated from Retinal Imaging: A Novel Biomarker of Aging.

Chi Liu, Wei Wang, Zhixi Li, Yu Jiang, Xiaotong Han, Jason Ha, Wei Meng, Mingguang He

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2012

Correlation of anterior segment optical coherence tomography measurements with graft trephine diameter following descemet stripping automated endothelial keratoplasty.

Gavin S. Tan, Mingguang He, Donald T. Tan, Jodhbir S. Mehta

BMC Medical Imaging, 2012