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Natural language processing and machine learning of electronic health records for prediction of first-time suicide attempts

OBJECTIVE: Limited research exists in predicting first-time suicide attempts that account for two-thirds of suicide decedents. We aimed to predict first-time suicide attempts using a large data-driven approach that applies natural language processing (NLP) and machine learning (ML) to unstructured (...

詳細記述

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書誌詳細
出版年:JAMIA Open
主要な著者: Tsui, Fuchiang R, Shi, Lingyun, Ruiz, Victor, Ryan, Neal D, Biernesser, Candice, Iyengar, Satish, Walsh, Colin G, Brent, David A
フォーマット: Artigo
言語:Inglês
出版事項: Oxford University Press 2021
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC7966858/
https://ncbi.nlm.nih.gov/pubmed/33758800
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamiaopen/ooab011
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