Research output per year
Research output per year
Personal profile
Biography
Dr. Danli Shi received her PhD from Zhongshan Ophthalmic Center, Sun Yat-sen University, following her MS and BS degrees from the Shanghai Jiao Tong University School of Medicine. As a physician–scientist with hands-on programming expertise, she has extensive experience in developing AI models for clinical application and in conducting both clinical and technological research. In 2023, she joined the School of Optometry at The Hong Kong Polytechnic University as a Research Assistant Professor.
Research interests
Generative AI / AI agents / Digital biomarkers / Myopia management / Autonomous clinic
Education/Academic qualification
Bachelor of Clinical Medicine, Shanghai Jiao Tong University
Master of Clinical Medicine, Shanghai Jiao Tong University
Doctor of Medicine, Sun Yat-Sen University
Fingerprint
Dive into the research topics where Danli Shi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
-
A multimodal visual–language foundation model for computational ophthalmology
Shi, D. (Corresponding Author), Zhang, W., Yang, J., Huang, S., Chen, X., Xu, P., Jin, K., Lin, S., Wei, J., Yusufu, M., Liu, S., Zhang, Q., Ge, Z., Xu, X. & He, M. (Corresponding Author), 21 Jun 2025, In: npj Digital Medicine. 8, 1, p. 1-13 13 p., 381.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access12 Citations (Scopus) -
Generation of Fundus Fluorescein Angiography Videos for Health Care Data Sharing
Wu, X., Wang, L., Chen, R., Liu, B., Zhang, W., Yang, X., Feng, Y., He, M. (Corresponding Author) & Shi, D. (Corresponding Author), 21 Aug 2025, In: JAMA Ophthalmology. 143, 8, p. 623-632 10 p., e251419.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access3 Citations (Scopus) -
Retinal vascular fingerprints predict incident stroke: findings from the UK Biobank cohort study
Yusufu, M., Friedman, D. S., Kang, M., Padhye, A., Shang, X. (Corresponding Author), Zhang, L., Shi, D. (Corresponding Author) & He, M. (Corresponding Author), 10 Jan 2025, In: Heart. 111, 7, p. 306-313 8 p., 4705.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access9 Citations (Scopus) -
Translation of Color Fundus Photography into Fluoresce in Angiography Using Deep Learning for Enhanced Diabetic Retinopathy Screening
Shi, D. (Corresponding Author), Zhang, W. (Corresponding Author), He, S. (Corresponding Author), Chen, Y., Song, F., Liu, S., Wang, R., Zheng, Y. & He, M., 15 Sept 2023, In: Ophthalmology Science. 3, 4, p. 1-10 10 p., 100401.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access27 Citations (Scopus) -
FFA-GPT: an automated pipeline for fundus fluorescein angiography interpretation and question-answer
Chen, X., Zhang, W., Xu, P., Zhao, Z., Zheng, Y., Shi, D. & He, M., 3 May 2024, In: npj Digital Medicine. 7, 1, p. 1-9 9 p., 111.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access35 Citations (Scopus)
Prizes
-
50th Geneva International Exhibition of Inventions 2025 - Gold Medal with Congratulations of the Jury
Shi, D. (Recipient), Apr 2025
Prize: Prize (research)
-
50th Geneva International Exhibition of Inventions 2025 - Special Merit Award from French Inventors Federation and Europe-France Inventors
Shi, D. (Recipient), Apr 2025
Prize: Prize (research)
Activities
- 1 Invited talk
-
视网膜微血管分析系统在心血管疾病中的应用
Shi, D. (Invited speaker)
1 Mar 2024Activity: Talk or presentation › Invited talk