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Deep Learning Automation of Kidney, Liver, and Spleen Segmentation for Organ Volume Measurements in Autosomal Dominant Polycystic Kidney Disease

Organ volume measurements are a key metric for managing ADPKD (the most common inherited renal disease). However, measuring organ volumes is tedious and involves manually contouring organ outlines on multiple cross-sectional MRI or CT images. The automation of kidney contouring using deep learning h...

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Detalles Bibliográficos
Autores principales: Sharbatdaran, Arman, Romano, Dominick, Teichman, Kurt, Dev, Hreedi, Raza, Syed I., Goel, Akshay, Moghadam, Mina C., Blumenfeld, Jon D., Chevalier, James M., Shimonov, Daniil, Shih, George, Wang, Yi, Prince, Martin R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9326744/
https://www.ncbi.nlm.nih.gov/pubmed/35894017
http://dx.doi.org/10.3390/tomography8040152