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A Deep Learning Approach to Diagnostic Classification of Prostate Cancer Using Pathology–Radiology Fusion

BACKGROUND: A definitive diagnosis of prostate cancer requires a biopsy to obtain tissue for pathologic analysis, but this is an invasive procedure and is associated with complications. PURPOSE: To develop an artificial intelligence (AI)‐based model (named AI‐biopsy) for the early diagnosis of prost...

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Detalles Bibliográficos
Autores principales: Khosravi, Pegah, Lysandrou, Maria, Eljalby, Mahmoud, Li, Qianzi, Kazemi, Ehsan, Zisimopoulos, Pantelis, Sigaras, Alexandros, Brendel, Matthew, Barnes, Josue, Ricketts, Camir, Meleshko, Dmitry, Yat, Andy, McClure, Timothy D., Robinson, Brian D., Sboner, Andrea, Elemento, Olivier, Chughtai, Bilal, Hajirasouliha, Iman
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8360022/
https://www.ncbi.nlm.nih.gov/pubmed/33719168
http://dx.doi.org/10.1002/jmri.27599