Skip to content
#

pad-ufes-20

Star

Here are 2 public repositories matching this topic...

Language: All
Filter by language
All 2 Python 1 TypeScript 1

multimodal-derm / derm-platform

Star 0

Multimodal skin lesion classifier fusing MedSigLIP vision, ClinicalBERT text, and ABCD dermoscopy features via cross-attention. 0.76 macro F1 on PAD-UFES-20. Deployed with Next.js, Go, FastAPI, and MedGemma 4B for clinical reasoning.

deep-learning pytorch medical-imaging dermatology computervision multimodal-learning rag fastapi clinical-nlp skin-cancer-detection healthcare-ai vision-language-model medgemma pad-ufes-20 medsiglip
  • Updated May 1, 2026
  • TypeScript

stabgan / padufes20-protocol-leak

Star 0

A protocol-induced label leak in PAD-UFES-20: 13 clinical fields are blank as a block for 824 lesions, none malignant. One content-free bit reproduces 79% of the metadata model's discriminative power and matches all 21 clinical fields in multimodal fusion.

machine-learning medical-imaging missing-data reproducibility dermatology multimodal-learning skin-cancer data-leakage shortcut-learning pad-ufes-20
  • Updated Aug 4, 2026
  • Python

Add this topic to your repo

To associate your repository with the pad-ufes-20 topic, visit your repo's landing page and select "manage topics."

Learn more