Transfer learning for the generalization of artificial intelligence in breast cancer detection: a case-control study.

Journal: Acta radiologica (Stockholm, Sweden : 1987)

Published Date: Dec 19, 2023

Abstract

BACKGROUND: Some researchers have questioned whether artificial intelligence (AI) systems maintain their performance when used for women from populations not considered during the development of the system.

Authors

Gerson Africano

Escuela de Ingenierías Eléctrica Electrónica y de Telecomunicaciones, Universidad Industrial de Santander, Bucaramanga, Colombia.
Otso Arponen

Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland. otso.arponen@tuni.fi.
Irina Rinta-Kiikka

Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
Said Pertuz

Escuela de Ingenierías Eléctrica Electrónica y de Telecomunicaciones, Universidad Industrial de Santander, Bucaramanga, Colombia.

Keywords

Adult Aged Artificial Intelligence Breast Breast Neoplasms Case-Control Studies Female Finland Humans Mammography Middle Aged Retrospective Studies Transfer, Psychology

External Resources

View on PubMed Access via DOI PubMed (38115699)

Transfer learning for the generalization of artificial intelligence in breast cancer detection: a case-control study.

Abstract

Authors

Keywords

External Resources

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