Generalization vs. Specificity: In Which Cases Should a Clinic Train its Own Segmentation Models?

As artificial intelligence for image segmentation becomes increasingly available, the question whether these solutions generalize between different hospitals and geographies arises. The present study addresses this question by comparing multi-institutional models to site-specific models. Using CT da...

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Detalles Bibliográficos
Autores principales: Schreier, Jan, Attanasi, Francesca, Laaksonen, Hannu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Oncology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7241256/
https://www.ncbi.nlm.nih.gov/pubmed/32477941
http://dx.doi.org/10.3389/fonc.2020.00675

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7241256/
https://www.ncbi.nlm.nih.gov/pubmed/32477941
http://dx.doi.org/10.3389/fonc.2020.00675

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