Label-set impact on deep learning-based prostate segmentation on MRI

BACKGROUND: Prostate segmentation is an essential step in computer-aided detection and diagnosis systems for prostate cancer. Deep learning (DL)-based methods provide good performance for prostate gland and zones segmentation, but little is known about the impact of manual segmentation (that is, lab...

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Detalles Bibliográficos
Autores principales: Meglič, Jakob, Sunoqrot, Mohammed R. S., Bathen, Tone Frost, Elschot, Mattijs
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Vienna 2023
Materias:
Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10519913/
https://www.ncbi.nlm.nih.gov/pubmed/37749333
http://dx.doi.org/10.1186/s13244-023-01502-w

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10519913/
https://www.ncbi.nlm.nih.gov/pubmed/37749333
http://dx.doi.org/10.1186/s13244-023-01502-w

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