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A network score-based metric to optimize the quality assurance of automatic radiotherapy target segmentations

BACKGROUND AND PURPOSE: Existing methods for quality assurance of the radiotherapy auto-segmentations focus on the correlation between the average model entropy and the Dice Similarity Coefficient (DSC) only. We identified a metric directly derived from the output of the network and correlated it wi...

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Detalles Bibliográficos
Autores principales: Rodríguez Outeiral, Roque, Ferreira Silvério, Nicole, González, Patrick J., Schaake, Eva E., Janssen, Tomas, van der Heide, Uulke A., Simões, Rita
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10587515/
https://www.ncbi.nlm.nih.gov/pubmed/37869474
http://dx.doi.org/10.1016/j.phro.2023.100500