Efficient adversarial debiasing with concept activation vector - Medical image case-studies.

Correa, Ramon; Pahwa, Khushbu; Patel, Bhavik; Vachon, Celine M; Gichoya, Judy W; Banerjee, Imon

Correa, Ramon; Pahwa, Khushbu; Patel, Bhavik; Vachon, Celine M; Gichoya, Judy W; Banerjee, Imon.

Affiliation

Correa R; Arizona State University, SCAI, Tempe, AZ, 85281, USA. Electronic address: rlcorrea@asu.edu.
Pahwa K; University of California Los Angeles, LA, USA.
Patel B; Arizona State University, SCAI, Tempe, AZ, 85281, USA; Mayo Clinic, Department of Radiology, Phoenix, AZ, 85054, USA. Electronic address: https://twitter.com/@bhavik_md.
Vachon CM; Mayo Clinic, Department of Quantitative Health Sciences, Rochester, 55905, USA.
Gichoya JW; Emory University, Department of Radiology, Atlanta, GA, 44106, USA. Electronic address: https://twitter.com/@judywawira.
Banerjee I; Arizona State University, SCAI, Tempe, AZ, 85281, USA; Mayo Clinic, Department of Radiology, Phoenix, AZ, 85054, USA. Electronic address: ibanerj7@asu.edu.

J Biomed Inform ; 149: 104548, 2024 Jan.

Article de En | MEDLINE | ID: mdl-38043883

Sujet(s)
Mots clés

Adversarial fairness; Concept activation vector; Debiasing; Mammogram images; X-ray images

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Texte intégral: 1 Collection: 01-internacional Base de données: MEDLINE Sujet principal: Intelligence artificielle / Imagerie diagnostique / / Prise de décision clinique Limites: Humans Langue: En Journal: J Biomed Inform Sujet du journal: INFORMATICA MEDICA Année: 2024 Type de document: Article Pays de publication: États-Unis d'Amérique

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