- GH164
- +852 2766 4825
- danli.shi@polyu.edu.hk
- 施博士的研究領域包括眼科數碼健康、生成式人工智能、多模態人工智能，以及整合人工智能與臨床實踐。
ORCID ID
SCOPUS ID研究概述
Dr Shi’s main research interests are digital biomarkers of the eye and multimodality AI. Her novel application of cross-modality framework in eye research has attracted collaborative research in China and overseas.
學歷
- Bachelor of Clinical Medicine, Shanghai Jiao Tong University
- Master of Clinical Medicine, Shanghai Jiao Tong University
- Doctor of Medicine, Sun Yat-Sen University
- Shi D, Lin Z, Wang W, Tan Z, Shang X, Zhang X, Meng W, Ge Z and He M. A deep learning system for fully automated retinal vessel measurement in high throughput image analysis. Frontiers in Cardiovascular Medicine. 2022;9:823436.
- Lin Z, Shi D, Zhang D, Shang X, He M and Ge Z. Camera adaptation for fundus-image-based CVD risk estimation. International Conference on Medical Image Computing and Computer-Assisted Intervention. 2022:593-603.
- Huang Y, Li C, Shi D, Wang H, Shang X, Wang W, Zhang X, Zhang X, Hu Y and Tang S. Integrating oculomics with genomics reveals imaging biomarkers for preventive and personalized prediction of arterial aneurysms. EPMA Journal. 2023;14:73-86.
- He S, Bulloch G, Zhang L, Meng W, Shi D* and He M*. Comparing common retinal vessel caliber measurement software with an automatic deep learning system. Current Eye Research. 2023:1-7.
- Lin Z, Zhang D, Tao Q, Shi D, Haffari G, Wu Q, He M and Ge Z. Medical visual question answering: A survey. Artificial Intelligence in Medicine. 2023:102611.
- He S, Bulloch G, Zhang L, Xie Y, Wu W, He Y, Meng W, Shi D* and He M*. Cross-camera performance of deep learning algorithms to diagnose common ophthalmic diseases: a comparative study highlighting feasibility to portable fundus camera use. Curr Eye Res. 2023;48:857-863.
- Zhu Z, Shi D, Guankai P, Tan Z, Shang X, Hu W, Liao H, Zhang X, Huang Y and Yu H. Retinal age gap as a predictive biomarker for mortality risk. British Journal of Ophthalmology. 2023;107:547-554.
- Fu Y, Yusufu M, Wang Y, He M, Shi D* and Wang R*. Association of retinal microvascular density and complexity with incident coronary heart disease. Atherosclerosis. 2023;380:117196.
- Shi D, He S, Yang J, Zheng Y and He M. One-shot retinal artery and vein segmentation via cross-modality pretraining. Ophthalmology Science. 2023:100363.
- Shi D, Zhang W, He S, Chen Y, Song F, Liu S, Wang R, Zheng Y and He M. Translation of color fundus photography into fluorescein angiography using deep learning for enhanced diabetic retinopathy screening. Ophthalmology Science. 2023:100401.
