VinDr-CXR: An open dataset of chest X-rays with radiologist’s annotations
VinDr-CXR: An open dataset of chest X-rays with radiologist’s annotations
About this item
Full title
Author / Creator
Nguyen, Ha Q. , Lam, Khanh , Le, Linh T. , Pham, Hieu H. , Tran, Dat Q. , Nguyen, Dung B. , Le, Dung D. , Pham, Chi M. , Tong, Hang T. T. , Dinh, Diep H. , Do, Cuong D. , Doan, Luu T. , Nguyen, Cuong N. , Nguyen, Binh T. , Nguyen, Que V. , Hoang, Au D. , Phan, Hien N. , Nguyen, Anh T. , Ho, Phuong H. , Ngo, Dat T. , Nguyen, Nghia T. , Nguyen, Nhan T. , Dao, Minh and Vu, Van
Publisher
London: Nature Publishing Group UK
Journal title
Language
English
Formats
Publication information
Publisher
London: Nature Publishing Group UK
Subjects
More information
Scope and Contents
Contents
Most of the existing chest X-ray datasets include labels from a list of findings without specifying their locations on the radiographs. This limits the development of machine learning algorithms for the detection and localization of chest abnormalities. In this work, we describe a dataset of more than 100,000 chest X-ray scans that were retrospecti...
Alternative Titles
Full title
VinDr-CXR: An open dataset of chest X-rays with radiologist’s annotations
Authors, Artists and Contributors
Author / Creator
Lam, Khanh
Le, Linh T.
Pham, Hieu H.
Tran, Dat Q.
Nguyen, Dung B.
Le, Dung D.
Pham, Chi M.
Tong, Hang T. T.
Dinh, Diep H.
Do, Cuong D.
Doan, Luu T.
Nguyen, Cuong N.
Nguyen, Binh T.
Nguyen, Que V.
Hoang, Au D.
Phan, Hien N.
Nguyen, Anh T.
Ho, Phuong H.
Ngo, Dat T.
Nguyen, Nghia T.
Nguyen, Nhan T.
Dao, Minh
Vu, Van
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_817ebc9659b64d40ade23de3d55d6e47
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_817ebc9659b64d40ade23de3d55d6e47
Other Identifiers
ISSN
2052-4463
E-ISSN
2052-4463
DOI
10.1038/s41597-022-01498-w
