A proposed online all-in-one platform that aims to easily allow medical professionals to upload images of skin lesions to a convolutional nerual network which will analyse the likelihood of whether the lesion is a malignant form of cancer, as well as the likely variant.
This project has three distinct packages in order for the platform to run:
Backend API server built with Typescript.
Technologies utilised:
- Fastify (Web Framework)
- Mercurius (GraphQL Middleware)
- MikroORM (PostgreSQL ORM)
- ioredis (Redis Client)
Frontend Website built with Typescript.
Technologies utilised:
- ReactJS (Frontend Framework)
- NextJS (Frontend Framework)
- Apollo Client (GraphQL Client / State Management)
- Bumbag (Components Library)
TBD
Instructions to run each individual package can be found in the README file of each package.