Skip to main content

Spring Deadline: Sunday, March 1 @ 11:59pm PT. Click here to apply.

SkinGPT-4 provides a generalizable foundation for fair and customizable skin disease classification models

SkinGPT-4 provides a generalizable foundation for fair and customizable skin disease classification models

December 1, 2025

SkinGPT-4 is an interactive dermatology diagnostic system powered by an advanced visual large language model. Leveraging a fine-tuned version of MiniGPT-4, trained on an extensive collection of skin d...

Accepted to JID 2025 (Oral Presentation)

Authors: Kiran Nijjer, Ryan Bui, Adnan Ahmed, Derek Jiu, Peter Wang

SkinGPT-4 is an interactive dermatology diagnostic system powered by an advanced visual large language model. Leveraging a fine-tuned version of MiniGPT-4, trained on an extensive collection of skin disease images (comprising 52,929 images) along with clinical concepts and doctors' notes, SkinGPT-4 can autonomously evaluate skin photos, identify characteristics and categories of skin conditions, perform in-depth analysis, and provide interactive treatment recommendations. [arXiv link TBA]

Read More News

Begin Your Journey

The application takes 10 minutes and is reviewed on a rolling basis. We look for strong technical signal—projects, coursework, or competition results—and a genuine curiosity to do real research.

If admitted, you will join a structured pipeline with direct mentorship to take your work from ideation to top conference submission at venues like NeurIPS, ACL, and EMNLP.

Begin ApplicationFinancial Aid