Mingguang He

According to our database, Mingguang He authored at least 22 papers between 2012 and 2024.

Collaborative distances:

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

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

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

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