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This repository is deprecated

The project is migrating to a different tech stack and can now be found at https://github.com/OpenImaging/miqa.

MIQA

MIQA is a medical scan QA/QC application. It takes .nifti files and a CSV file as input, and outputs the same CSV file with additional QA/QC results.

The server is built on Django, a Python web framework, and the client application is built with Vue.js, Vuetify, and Vue CLI. The medical scan visualization is powered by VTK.js

A screen record

Active learning

MIQA has an implementation of active learning. It uses MRIQC to extract features out of scans then uses labeled data and Random Forest Regression to evaluate if a dataset meets the standard.

Development

MIQA can be developed on Linux. See development for details.

Deployment

MIQA can be deployed on any Linux system. This repo provides a solution with Docker.

Try out MIQA

The simplest way to try out MIQA is to follow these steps here. You could also build MIQA from scratch with the scripts here.

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