https://github.com/aeternalis-ingenium/v4vision-poc-backend

API to infer automated disease detection and report generation from medical images.
https://github.com/aeternalis-ingenium/v4vision-poc-backend

llm machine-learning med-tech multimodal-deep-learning multimodality radiology software-engineering

Last synced: 2 months ago
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API to infer automated disease detection and report generation from medical images.

• Host: GitHub
• URL: https://github.com/aeternalis-ingenium/v4vision-poc-backend
• Owner: Aeternalis-Ingenium
• Created: 2024-02-04T20:30:34.000Z (12 months ago)
• Default Branch: trunk
• Last Pushed: 2024-10-21T23:43:38.000Z (3 months ago)
• Last Synced: 2024-10-22T20:45:10.498Z (3 months ago)
• Topics: llm, machine-learning, med-tech, multimodal-deep-learning, multimodality, radiology, software-engineering
• Language: Python
• Homepage:
• Size: 35.2 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 4
• Metadata Files:
  • Readme: README.md
  • Codeowners: .github/CODEOWNERS

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README

        
# V4Vision - Web App

# Introduction

V4Vision is an ambitious project that pushes the redefinition of the role of radiologist by training a multimodal ML model to detect deseases from medical images and write its radiologic report.

This repository contains the source code for the web app that hosts the multimodal model. The web app hosts the multimodal ml model for inference.

# Tech Stack

V4Vision utilises the following technologies:

* FastAPI (Backend)

* Qwik (Frontend)

* Docker (Container)

* GitHub Actions (Continuous Operations)

* PyTorch (ML)