Be Careful About Metrics When Imbalanced Data Is Used for a Deep Learning Model

Chest. 2024 Mar;165(3):e87-e89. doi: 10.1016/j.chest.2023.10.039.

Authors

Takuma Usuzaki¹, Kengo Takahashi², Ryusei Inamori²

Affiliations

¹ Department of Diagnostic Radiology, Tohoku University Hospital, Sendai, Japan. Electronic address: takuma.usuzaki.p6@dc.tohoku.ac.jp.
² Department of Clinical Imaging, Graduate School of Medicine, Tohoku University, Sendai, Japan.

PMID: 38461027
DOI: 10.1016/j.chest.2023.10.039

No abstract available

Publication types

Letter

MeSH terms

Benchmarking
Deep Learning*
Humans
Machine Learning