A Multimodal Multi-Agent System for Clinician Supervised Post-Operative Patient Follow-Up
-
Updated
Aug 30, 2026 - Python
A Multimodal Multi-Agent System for Clinician Supervised Post-Operative Patient Follow-Up
PrimaCare AI - CXR-first multi-agent diagnostic support on MedGemma 1.5 4B + MedSigLIP. Submission to Kaggle MedGemma Impact Challenge (all 4 tracks). 5-agent pipeline with RAG, patient education at 3 reading levels, and ONNX-quantized edge inference.
Reliable clinical context recovery for multimodal medical AI using real retrieved evidence and NVIDIA cuVS.
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.
To associate your repository with the medsiglip topic, visit your repo's landing page and select "manage topics."