Coarse Race and Ethnicity Labels Mask Granular Underdiagnosis Disparities in Deep Learning Models for Chest Radiograph Diagnosis.

Humans Deep Learning Ethnicity Thorax Radiography

Journal

Radiology
ISSN: 1527-1315
Titre abrégé: Radiology
Pays: United States
ID NLM: 0401260

Informations de publication

Date de publication:
11 2023
Historique:
pmc-release: 01 11 2024
medline: 8 11 2023
pubmed: 7 11 2023
entrez: 7 11 2023
Statut: ppublish

Résumé

See also the editorial by Nikolic in this issue.

Identifiants

DOI: 10.1148/radiol.231693 PMID: 37934094 PMC: PMC10698499
pubmed: 37934094
doi: 10.1148/radiol.231693
pmc: PMC10698499
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

e231693

Commentaires et corrections

Type : CommentIn

Références

Nat Genet. 2004 Nov;36(11 Suppl):S28-33
pubmed: 15508000
Sci Data. 2019 Dec 12;6(1):317
pubmed: 31831740
Nat Med. 2021 Dec;27(12):2176-2182
pubmed: 34893776

Auteurs

Preetham Bachina (P)

From the University of Maryland Medical Intelligent Imaging (UM2ii) Center, University of Maryland School of Medicine, 670 W Baltimore St, First Floor, Room 1172, Baltimore, MD 21201 (P.B., S.P.G., P.K., A.K., V.S.P., P.H.Y.); Johns Hopkins University School of Medicine, Baltimore, Md (P.B.); Uniformed Services University of the Health Sciences, Bethesda, Md (S.P.G.); and Department of Biomedical Engineering, Johns Hopkins University, Baltimore, Md (J.S.).
ORCID: 0000-0001-9833-4487

Sean P Garin (SP)

From the University of Maryland Medical Intelligent Imaging (UM2ii) Center, University of Maryland School of Medicine, 670 W Baltimore St, First Floor, Room 1172, Baltimore, MD 21201 (P.B., S.P.G., P.K., A.K., V.S.P., P.H.Y.); Johns Hopkins University School of Medicine, Baltimore, Md (P.B.); Uniformed Services University of the Health Sciences, Bethesda, Md (S.P.G.); and Department of Biomedical Engineering, Johns Hopkins University, Baltimore, Md (J.S.).

Pranav Kulkarni (P)

From the University of Maryland Medical Intelligent Imaging (UM2ii) Center, University of Maryland School of Medicine, 670 W Baltimore St, First Floor, Room 1172, Baltimore, MD 21201 (P.B., S.P.G., P.K., A.K., V.S.P., P.H.Y.); Johns Hopkins University School of Medicine, Baltimore, Md (P.B.); Uniformed Services University of the Health Sciences, Bethesda, Md (S.P.G.); and Department of Biomedical Engineering, Johns Hopkins University, Baltimore, Md (J.S.).
ORCID: 0000-0001-5291-2202

Adway Kanhere (A)

From the University of Maryland Medical Intelligent Imaging (UM2ii) Center, University of Maryland School of Medicine, 670 W Baltimore St, First Floor, Room 1172, Baltimore, MD 21201 (P.B., S.P.G., P.K., A.K., V.S.P., P.H.Y.); Johns Hopkins University School of Medicine, Baltimore, Md (P.B.); Uniformed Services University of the Health Sciences, Bethesda, Md (S.P.G.); and Department of Biomedical Engineering, Johns Hopkins University, Baltimore, Md (J.S.).
ORCID: 0000-0001-5295-2634

Jeremias Sulam (J)

From the University of Maryland Medical Intelligent Imaging (UM2ii) Center, University of Maryland School of Medicine, 670 W Baltimore St, First Floor, Room 1172, Baltimore, MD 21201 (P.B., S.P.G., P.K., A.K., V.S.P., P.H.Y.); Johns Hopkins University School of Medicine, Baltimore, Md (P.B.); Uniformed Services University of the Health Sciences, Bethesda, Md (S.P.G.); and Department of Biomedical Engineering, Johns Hopkins University, Baltimore, Md (J.S.).
ORCID: 0000-0003-0946-1957

Vishwa S Parekh (VS)

From the University of Maryland Medical Intelligent Imaging (UM2ii) Center, University of Maryland School of Medicine, 670 W Baltimore St, First Floor, Room 1172, Baltimore, MD 21201 (P.B., S.P.G., P.K., A.K., V.S.P., P.H.Y.); Johns Hopkins University School of Medicine, Baltimore, Md (P.B.); Uniformed Services University of the Health Sciences, Bethesda, Md (S.P.G.); and Department of Biomedical Engineering, Johns Hopkins University, Baltimore, Md (J.S.).

Paul H Yi (PH)

From the University of Maryland Medical Intelligent Imaging (UM2ii) Center, University of Maryland School of Medicine, 670 W Baltimore St, First Floor, Room 1172, Baltimore, MD 21201 (P.B., S.P.G., P.K., A.K., V.S.P., P.H.Y.); Johns Hopkins University School of Medicine, Baltimore, Md (P.B.); Uniformed Services University of the Health Sciences, Bethesda, Md (S.P.G.); and Department of Biomedical Engineering, Johns Hopkins University, Baltimore, Md (J.S.).
ORCID: 0000-0001-9433-8093

Articles similaires

[Redispensing of expensive oral anticancer medicines: a practical application].

Lisanne N van Merendonk, Kübra Akgöl, Bastiaan Nuijen
1.00
Humans Antineoplastic Agents Administration, Oral Drug Costs Counterfeit Drugs

Smoking Cessation and Incident Cardiovascular Disease.

Jun Hwan Cho, Seung Yong Shin, Hoseob Kim et al.
1.00
Humans Male Smoking Cessation Cardiovascular Diseases Female

Evaluation of Low-Value Services Across Major Medicare Advantage Insurers and Traditional Medicare.

Ciara Duggan, Adam L Beckman, Ishani Ganguli et al.
1.00
Humans United States Aged Cross-Sectional Studies Medicare Part C

Effectiveness of Virtual Yoga for Chronic Low Back Pain: A Randomized Clinical Trial.

Hallie Tankha, Devyn Gaskins, Amanda Shallcross et al.
1.00
Humans Yoga Low Back Pain Female Male

Classifications MeSH

Recherchemedicale.com › Eucaryotes › Animaux › Chordés › Vertébrés › Mammifères › Eutheria › Primates › Haplorhini › Catarrhini › Hominidae › Humains › Coarse Race and Ethnicity Labels Mask Granular...
Recherchemedicale.com › Sciences de l'information › Méthodologies informatiques › Algorithmes › Intelligence artificielle › Réseaux neuronaux (ordinateur) › Apprentissage profond › Coarse Race and Ethnicity Labels Mask Granular...
Recherchemedicale.com › Caractéristiques de la population › Ethnies › Coarse Race and Ethnicity Labels Mask Granular...
Recherchemedicale.com › Régions du corps › Tronc › Thorax › Coarse Race and Ethnicity Labels Mask Granular...
Recherchemedicale.com › Diagnostic › Techniques et procédures diagnostiques › Imagerie diagnostique › Radiographie › Coarse Race and Ethnicity Labels Mask Granular...