Sources of performance variability in deep learning-based polyp detection

PURPOSE: Validation metrics are a key prerequisite for the reliable tracking of scientific progress and for deciding on the potential clinical translation of methods. While recent initiatives aim to develop comprehensive theoretical frameworks for understanding metric-related pitfalls in image analy...

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Detalles Bibliográficos
Autores principales: Tran, T. N., Adler, T. J., Yamlahi, A., Christodoulou, E., Godau, P., Reinke, A., Tizabi, M. D., Sauer, P., Persicke, T., Albert, J. G., Maier-Hein, L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2023
Materias:
Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10329574/
https://www.ncbi.nlm.nih.gov/pubmed/37266886
http://dx.doi.org/10.1007/s11548-023-02936-9

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10329574/
https://www.ncbi.nlm.nih.gov/pubmed/37266886
http://dx.doi.org/10.1007/s11548-023-02936-9

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