AUCReshaping: improved sensitivity at high-specificity

The evaluation of deep-learning (DL) systems typically relies on the Area under the Receiver-Operating-Curve (AU-ROC) as a performance metric. However, AU-ROC, in its holistic form, does not sufficiently consider performance within specific ranges of sensitivity and specificity, which are critical f...

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Detalles Bibliográficos
Autores principales: Bhat, Sheethal, Mansoor, Awais, Georgescu, Bogdan, Panambur, Adarsh B., Ghesu, Florin C., Islam, Saahil, Packhäuser, Kai, Rodríguez-Salas, Dalia, Grbic, Sasa, Maier, Andreas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10689839/
https://www.ncbi.nlm.nih.gov/pubmed/38036602
http://dx.doi.org/10.1038/s41598-023-48482-x

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10689839/
https://www.ncbi.nlm.nih.gov/pubmed/38036602
http://dx.doi.org/10.1038/s41598-023-48482-x

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