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lung-cancer's Introduction

Explaining and Visualizing Lung cancer classification

CONTENT

3D convolutional neural network (CNN) for classifying lung nodules in CT scans with Layerwise Relevance Propagation (LRP) algorithm to provide explanation of result

Dataset

https://luna16.grand-challenge.org/download/

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

lung-cancer's People

Contributors

wjnam avatar

Stargazers

 avatar Chaitanya Rahalkar avatar  avatar Hong-Gyu Jung avatar Ingyo Chung avatar Joonyoung Yi avatar Byungsoo Kim avatar  avatar  avatar seung pyo Seo avatar Dong-Kyun Han avatar  avatar CWKim avatar Youngeun Lee avatar SungJun Park avatar  avatar  avatar  avatar 윤민섭 avatar  avatar  avatar Ji-Hoon Jeong avatar  avatar  avatar HyeongJin Kim avatar  avatar  avatar Sohee Cho avatar

Watchers

James Cloos avatar  avatar Aven avatar Bumchae Kim avatar saehoon kim & sam.ksh avatar Hong-Gyu Jung avatar

lung-cancer's Issues

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