Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge.
Gregory HolsteYiliang ZhouSong WangAjay JaiswalMingquan LinSherry ZhugeYuzhe YangDongkyun KimTrong-Hieu Nguyen MauMinh-Triet TranJaehyup JeongWongi ParkJongbin RyuFeng HongArsh VermaYosuke YamagishiChanghyun KimHyeryeong SeoMyungjoo KangLeo Anthony CeliZhiyong LuRonald M. SummersGeorge ShihZhangyang WangYifan PengPublished in: Medical Image Anal. (2024)
Keyphrases
- x ray
- multi label
- multi label classification
- class labels
- image classification
- x ray images
- text classification
- multi label learning
- text categorization
- digital x ray images
- medical imaging
- classification accuracy
- image annotation
- chest radiographs
- intraoperative
- low dose
- classification algorithm
- three dimensional
- machine learning
- binary classification
- graph cuts
- feature extraction
- binary classifiers
- feature set
- decision trees
- svm classifier
- feature space
- support vector machine
- supervised learning
- ct scans
- feature vectors
- lung cancer
- computer vision
- lung nodules
- multi class
- data mining