AI Agents for Healthcare: Radiology AI Workflow Tool

Описание: In this video, I showcase a complete AI-powered solution built for radiologists and medical imaging and diagnostic centers — from receiving raw DICOM files directly from CT/MRI/X-ray machines to generating structured radiology reports, segmentation overlays, and literature-backed recommendations.

🧠 What’s inside:
✅ Seamless integration with imaging machines (CT/MRI/X-ray) via DICOM Gateway
✅ Automatic DICOM-to-JPG conversion
✅ GenAI-powered analysis using a custom fine-tuned radiology LLM
✅ Structured output: Findings, Impression, Recommendations
✅ MedSAM-based image segmentation with bounding box support
✅ Keyword extraction + PubMed research insight agent
✅ Built with FastAPI, OHIF viewer, and LMStudio

⚙️ Tech Stack:
FastAPI · DICOMweb · MedSAM · LMStudio · Pydantic · React · PubMed API · MedGemma

✅ Designed for radiologists, teleradiology startups, and small hospitals looking to modernize workflows with on-prem AI agents.

🔗 Open to collaborations with radiology centers and healthtech companies.
💬 Drop your thoughts, questions, or collab ideas in the comments!

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