vision language models finetuning notebooks & use cases (Medgemma - paligemma - florence .....)
A multi agent healthcare assistant system implemented using Python and Langgraph. The agents include icd10 code extractor, SOAP document generator and medical image report generator. This project uses one of the latest LLMs, MedGemma model.
Gradio-based web UI for medical image interpretation using Google's MedGemma vision-language model.
brain-network-chart
Convert DICOM medical images to JPEG for easy viewing, sharing, and AI model input (e.g. Google's MedGemma).
🧠 BrainGemma3D - Brain Report Automation via Inflated Vision Transformers in 3D
MedGemma 1.5 Instruct LoRA fine-tuning + Gradio app for Real-time Interaction on CT-Scan, MRI, X-RAY images
CardioGuard is an end-to-end health technology platform that collects real-time cardiac data from Holter ECG devices, performs anomaly detection using a multi-layer AI pipeline (CNN + Rule Engine + MedGemma), and provides clinical-grade monitoring for patients and doctors.
Comprehensive State-of-the-Art (SOTA) documentation for AI in Radiology, covering foundation models like Pillar-0, Merlin, MedGemma, CheXagent, and MedImageInsight
MedFlow AI — FastAPI/React microservices for medical triage and imaging analysis with Google MedGemma (Gradio/API); Dockerized, analytics-ready, and suitable for demo/research use.
Offline TB screening for community health workers: MedGemma chest X-ray, cough audio, voice intake, 15 languages. 3rd of 850+, Google MedGemma Impact Challenge 2026.
OpenConsult — an open-source, locally run AI assistant for the GP consultation: transcription, structured notes, clinical decision support and an experimental spoken history-taking mode.
Smart pharmacy assistant for ViaPharma customers. Provides personalized OTC product recommendations based on symptoms using medical AI and safety-first approach.
Privacy-first menopause assistant: local symptom tracking, RAG-backed chat, and clinician-style summaries powered by MedGemma.
Cross-platform Flutter port of Sunny — on-device AI skin tracking for iOS & Android, powered by MedGemma via flutter_gemma
End-to-end medical AI platform with MedGemma specialist models, Claude orchestration, and explainable AI reports.
This project aims to support neurologists in monitoring patients undergoing anti-amyloid therapy for Alzheimer's disease — treatments that, while promising, can cause side effects such as Amyloid-Related Imaging Abnormalities with edema (ARIA-E), which leads to brain edema visible on FLAIR MRI scans.
Fine-tune MedGemma-1.5-4B-it (via QLoRA) to output polygon coordinates for tracing the cardiac chambers on echocardiographic frames. More info at: https://discuss.ai.google.dev/t/atria-echotrace-fine-tuning-medgemma-1-5-for-polygon-based-heart-structure-contouring/172907
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