Automatic segmentation of clear cell renal cell tumors, kidney, and cysts in patients with von Hippel-Lindau syndrome using U-net architecture on magnetic resonance images

We demonstrate automated segmentation of clear cell renal cell carcinomas (ccRCC), cysts, and surrounding normal kidney parenchyma in patients with von Hippel-Lindau (VHL) syndrome using convolutional neural networks (CNN) on Magnetic Resonance Imaging (MRI). We queried 115 VHL patients and 117 scan...

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Detalles Bibliográficos
Autores principales: Anari, Pouria Yazdian, Lay, Nathan, Chaurasia, Aditi, Gopal, Nikhil, Samimi, Safa, Harmon, Stephanie, Gautam, Rabindra, Ma, Kevin, Firouzabadi, Fatemeh Dehghani, Turkbey, Evrim, Merino, Maria, Jones, Elizabeth C., Ball, Mark W., Linehan, W. Marston, Turkbey, Baris, Malayeri, Ashkan A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cornell University 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9928055/
https://www.ncbi.nlm.nih.gov/pubmed/36789136

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9928055/
https://www.ncbi.nlm.nih.gov/pubmed/36789136

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