A geometry and dose-volume based performance monitoring of artificial intelligence models in radiotherapy treatment planning for prostate cancer

BACKGROUND AND PURPOSE: Clinical Artificial Intelligence (AI) implementations lack ground-truth when applied on real-world data. This study investigated how combined geometrical and dose-volume metrics can be used as performance monitoring tools to detect clinically relevant candidates for model ret...

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Detalles Bibliográficos
Autores principales: De Kerf, Geert, Claessens, Michaël, Raouassi, Fadoua, Mercier, Carole, Stas, Daan, Ost, Piet, Dirix, Piet, Verellen, Dirk
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Original Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10550805/
https://www.ncbi.nlm.nih.gov/pubmed/37809056
http://dx.doi.org/10.1016/j.phro.2023.100494

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10550805/
https://www.ncbi.nlm.nih.gov/pubmed/37809056
http://dx.doi.org/10.1016/j.phro.2023.100494

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