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Automatic Segmentation of Kidneys using Deep Learning for Total Kidney Volume Quantification in Autosomal Dominant Polycystic Kidney Disease

Autosomal Dominant Polycystic Kidney Disease (ADPKD) is the most common inherited disorder of the kidneys. It is characterized by enlargement of the kidneys caused by progressive development of renal cysts, and thus assessment of total kidney volume (TKV) is crucial for studying disease progression...

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Detalles Bibliográficos
Autores principales: Sharma, Kanishka, Rupprecht, Christian, Caroli, Anna, Aparicio, Maria Carolina, Remuzzi, Andrea, Baust, Maximilian, Navab, Nassir
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5435691/
https://www.ncbi.nlm.nih.gov/pubmed/28515418
http://dx.doi.org/10.1038/s41598-017-01779-0