clinical image analysis 1data-efficient learning 1llm-generated feature engineering 1privacy-preserving AI 1scar classification 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CV2026
ScaFE: Data-Efficient Scar Classification with LLM-Generated Clinical Feature Programs
Ruman Wang, Hangting Ye
The paper presents ScaFE, a system that uses a large language model to generate executable feature programs that measure visual scar attributes, enabling a lightweight Random Fores…
cs.CV2026
When LLMs Analyze Scars: From Images to Clinically-Meaningful Features
Ruman Wang, Hangting Ye
Medical image classification faces a fundamental dilemma: while deep learning models achieve remarkable performance at scale, real-world clinical scenarios often suffer from severe…