Identifying Cases of Metastatic Prostate Cancer Using Machine Learning on Electronic Health Records

Cancer stage is rarely captured in structured form in the electronic health record (EHR). We evaluate the performance of a classifier, trained on structured EHR data, in identifying prostate cancer patients with metastatic disease. Using EHR data for a cohort of 5,861 prostate cancer patients mapped...

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Bibliographic Details
Published in:AMIA Annu Symp Proc
Main Authors: Seneviratne, Martin G., Banda, Juan M., Brooks, James D., Shah, Nigam H., Hernandez-Boussard, Tina M.
Format: Artigo
Language:Inglês
Published: American Medical Informatics Association 2018
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Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6371284/
https://ncbi.nlm.nih.gov/pubmed/30815195
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