Automated Detection of Pancreatic Cystic Lesions on CT Using Deep Learning

Pancreatic cystic lesions (PCL) are a frequent and underreported incidental finding on CT scans and can transform into neoplasms with devastating consequences. We developed and evaluated an algorithm based on a two-step nnU-Net architecture for automated detection of PCL on CTs. A total of 543 cysts...

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Detalhes bibliográficos
Publicado no:Diagnostics (Basel)
Main Authors: Abel, Lorraine, Wasserthal, Jakob, Weikert, Thomas, Sauter, Alexander W., Nesic, Ivan, Obradovic, Marko, Yang, Shan, Manneck, Sebastian, Glessgen, Carl, Ospel, Johanna M., Stieltjes, Bram, Boll, Daniel T., Friebe, Björn
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2021
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8158747/
https://ncbi.nlm.nih.gov/pubmed/34069328
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/diagnostics11050901
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