/InSpect

Classifying SPECT scans using Deep Learning

Primary LanguageJupyter Notebook

InSpect v2.0

Classifying SPECT scans of psychiatric pathologies using deep learning techniques.

Technical Updates

  • developed using base python with a torch backend inside a docker container

Docker Instructions

  • link to docker container: https://hub.docker.com/repository/docker/kest3869/inspect/general
  • docker pull command: docker pull kest3869/inspect:latest
  • running docker container: the script env.sh will mount the docker container in the expected structure, the data can be in this directory or it's parent directory so that it remains in the scope of the docker container

Legacy

Contains first iteration of project coded in jupyter notebooks with a keras/tensorflow backend

Author Details

Kevin Stull

CU Boulder Undergraduate in Applied Mathematics

kest3869@colorado.edu