Visualizing and Lingustic Explaining Alzheimer's Disease

CONTENT

3D convolutional neural network (CNN) for classifying AD(Alzheimer's Disease) and NC(Normal Controls) in MRI scans with Grad-CAM and rule-based algorithm to provide explanation of result

Dataset

http://adni.loni.usc.edu/data-samples/data-types/

Reference

heatmapping.org

XAI Project

Project Name

A machine learning and statistical inference framework for explainable artificial intelligence(의사결정 이유를 설명할 수 있는 인간 수준의 학습·추론 프레임워크 개발)

Managed by

Ministry of Science and ICT/XAIC

Participated Affiliation

UNIST, Korea Univ., Yonsei Univ., KAIST., AItrics

Web Site

http://openXai.org