Deep Learning Enables Prostate MRI Segmentation: A Large Cohort Evaluation With Inter-Rater Variability Analysis

Whole-prostate gland (WPG) segmentation plays a significant role in prostate volume measurement, treatment, and biopsy planning. This study evaluated a previously developed automatic WPG segmentation, deep attentive neural network (DANN), on a large, continuous patient cohort to test its feasibility...

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Detalles Bibliográficos
Autores principales: Liu, Yongkai, Miao, Qi, Surawech, Chuthaporn, Zheng, Haoxin, Nguyen, Dan, Yang, Guang, Raman, Steven S., Sung, Kyunghyun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Oncology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8724207/
https://www.ncbi.nlm.nih.gov/pubmed/34993152
http://dx.doi.org/10.3389/fonc.2021.801876

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8724207/
https://www.ncbi.nlm.nih.gov/pubmed/34993152
http://dx.doi.org/10.3389/fonc.2021.801876

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