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A deep learning model to triage and predict adenocarcinoma on pancreas cytology whole slide imaging

Pancreatic fine-needle aspirations are the gold-standard diagnostic procedure for the evaluation of pancreatic ductal adenocarcinoma. A suspicion for malignancy can escalate towards chemotherapy followed by a major surgery and therefore is a high-stakes task for the pathologist. In this paper, we pr...

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Detalles Bibliográficos
Autores principales: Sohn, Andrew, Miller, Daniel, Ribeiro, Efrain, Shankar, Nakul, Ali, Syed, Hruban, Ralph, Baras, Alexander
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10545767/
https://www.ncbi.nlm.nih.gov/pubmed/37783684
http://dx.doi.org/10.1038/s41598-023-42045-w