Mingguang He

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 18

Top Topics

Angiography Images

Question Answering

Vessel Segmentation

Top Venues

npj Digit. Medicine

Artif. Intell. Medicine

Publications

Yueye Wang, Chi Liu, Wenyi Hu, Lixia Luo, Danli Shi, Jian Zhang, Qiuxia Yin, Lei Zhang, Xiaotong Han, Mingguang He
Economic evaluation for medical artificial intelligence: accuracy vs. cost-effectiveness in a diabetic retinopathy screening case. npj Digit. Medicine 7 (1) (2024)
Xiaolan Chen, Jiayang Xiang, Shanfu Lu, Yexin Liu, Mingguang He, Danli Shi
Evaluating large language models in medical applications: a survey. CoRR (2024)
Danli Shi, Weiyi Zhang, Xiaolan Chen, Yexin Liu, Jiancheng Yang, Siyu Huang, Yih Chung Tham, Yingfeng Zheng, Mingguang He
EyeFound: A Multimodal Generalist Foundation Model for Ophthalmic Imaging. CoRR (2024)
Xiaolan Chen, Ziwei Zhao, Weiyi Zhang, Pusheng Xu, Le Gao, Mingpu Xu, Yue Wu, Yinwen Li, Danli Shi, Mingguang He
EyeGPT: Ophthalmic Assistant with Large Language Models. CoRR (2024)
Ruoyu Chen, Ziwei Zhao, Mayinuer Yusufu, Xianwen Shang, Danli Shi, Mingguang He
Choroidal Vessel Segmentation on Indocyanine Green Angiography Images via Human-in-the-Loop Labeling. CoRR (2024)
Xiaolan Chen, Weiyi Zhang, Pusheng Xu, Ziwei Zhao, Yingfeng Zheng, Danli Shi, Mingguang He
FFA-GPT: an automated pipeline for fundus fluorescein angiography interpretation and question-answer. npj Digit. Medicine 7 (1) (2024)
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
A deep learning system for myopia onset prediction and intervention effectiveness evaluation in children. npj Digit. Medicine 7 (1) (2024)
Ruoyu Chen, Weiyi Zhang, Fan Song, Honghua Yu, Dan Cao, Yingfeng Zheng, Mingguang He, Danli Shi
Translating color fundus photography to indocyanine green angiography using deep-learning for age-related macular degeneration screening. npj Digit. Medicine 7 (1) (2024)
Zhihong Lin, Donghao Zhang, Qingyi Tao, Danli Shi, Gholamreza Haffari, Qi Wu, Mingguang He, Zongyuan Ge
Medical visual question answering: A survey. Artif. Intell. Medicine 143 (2023)
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
EBD: an eye biomarker database. Bioinform. 39 (5) (2023)
Zhen Yu, Ruiye Chen, Peng Gui, Lie Ju, Xianwen Shang, Zhuoting Zhu, Mingguang He, Zongyuan Ge
Retinal Age Estimation with Temporal Fundus Images Enhanced Progressive Label Distribution Learning. MICCAI (7) (2023)
Zhihong Lin, Donghao Zhang, Danli Shi, Renjing Xu, Qingyi Tao, Lin Wu, Mingguang He, Zongyuan Ge
Contrastive pre-training and linear interaction attention-based transformer for universal medical reports generation. J. Biomed. Informatics 138 (2023)
Chi Liu, Zongyuan Ge, Mingguang He, Xiaotong Han
Label uncertainty-guided multi-stream model for disease screening. CoRR (2022)
Zhihong Lin, Danli Shi, Donghao Zhang, Xianwen Shang, Mingguang He, Zongyuan Ge
Camera Adaptation for Fundus-Image-Based CVD Risk Estimation. MICCAI (2) (2022)
Chi Liu, Zongyuan Ge, Mingguang He, Xiaotong Han
A Label Uncertainty-Guided Multi-Stream Model for Disease Screening. ISBI (2022)
Zhihong Lin, Danli Shi, Donghao Zhang, Xianwen Shang, Mingguang He, Zongyuan Ge
Camera Adaptation for Fundus-Image-Based CVD Risk Estimation. CoRR (2022)
Zhihong Lin, Donghao Zhang, Qingyi Tao, Danli Shi, Gholamreza Haffari, Qi Wu, Mingguang He, Zongyuan Ge
Medical Visual Question Answering: A Survey. CoRR (2021)
Chi Liu, Wei Wang, Zhixi Li, Yu Jiang, Xiaotong Han, Jason Ha, Wei Meng, Mingguang He
Biological Age Estimated from Retinal Imaging: A Novel Biomarker of Aging. MICCAI (1) (2019)
Gavin S. Tan, Mingguang He, Donald T. Tan, Jodhbir S. Mehta
Correlation of anterior segment optical coherence tomography measurements with graft trephine diameter following descemet stripping automated endothelial keratoplasty. BMC Medical Imaging 12 (2012)