Automatic Segmentation of Kidneys using Deep Learning for Total Kidney Volume Quantification in Autosomal Dominant Polycystic Kidney Disease
Abstract 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 pro...
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Main Authors: | Kanishka Sharma, Christian Rupprecht, Anna Caroli, Maria Carolina Aparicio, Andrea Remuzzi, Maximilian Baust, Nassir Navab |
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Format: | article |
Language: | EN |
Published: |
Nature Portfolio
2017
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Online Access: | https://doaj.org/article/06fbeab9df4c4784b190baf7bef166d1 |
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