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AI for Good Innovate for Impact
Use Case 15: AI Specialist Diagnosis and Treatment Resources -
Ophthalmology Model� 4.1-Healthcare
Organization: Zhongshan Ophthalmic Center, Sun Yat-sen University
Country: China
Contact Person(s):
Zhenzhe Lin, linzhenzhe@ gzzoc .com
Mingjie Luo, zoc _mjluo@ yeah .net
yuqiulin1@ huawei .com
1 Use Case Summary Table
Item Details
Category Healthcare
Problem Pre-consultation, Decision Making, Medical Education, Medical Research,
Addressed Hospital Management
Key Aspects of Mobile based solution, Multi-lingual Chatbot, Medical Reports, AI-Assisted
Solution Medical Image Diagnosis, Preliminary Diagnosis‐Eye Health Recommenda-
tions.
Technology Retrieval-Augmented Large Language Model (RAG-LLM), Machine Learning
Keywords (ML), Visionome, API
Data Availabil- Private
ity
Metadata (Type Text, Audio, Visual
of Data)
Model Training
and Fine-Tun- Pretrain with Medical data, SFT
ing
Testbeds or
Pilot Deploy- Pilot initiatives were implemented across multiple regions in China.
ments
Code reposito- Not yet available.
ries
85
