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The Reproducibility of Deep Learning-Based Segmentation of the Prostate Gland and Zones on T2-Weighted MR Images

Volume of interest segmentation is an essential step in computer-aided detection and diagnosis (CAD) systems. Deep learning (DL)-based methods provide good performance for prostate segmentation, but little is known about the reproducibility of these methods. In this work, an in-house collected datas...

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Detalles Bibliográficos
Autores principales: Sunoqrot, Mohammed R. S., Selnæs, Kirsten M., Sandsmark, Elise, Langørgen, Sverre, Bertilsson, Helena, Bathen, Tone F., Elschot, Mattijs
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8471645/
https://www.ncbi.nlm.nih.gov/pubmed/34574031
http://dx.doi.org/10.3390/diagnostics11091690