Comparative Effectiveness of Machine Learning Approaches for Predicting Gastrointestinal Bleeds in Patients Receiving Antithrombotic Treatment

IMPORTANCE: Anticipating the risk of gastrointestinal bleeding (GIB) when initiating antithrombotic treatment (oral antiplatelets or anticoagulants) is limited by existing risk prediction models. Machine learning algorithms may result in superior predictive models to aid in clinical decision-making....

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:JAMA Netw Open
Prif Awduron: Herrin, Jeph, Abraham, Neena S., Yao, Xiaoxi, Noseworthy, Peter A., Inselman, Jonathan, Shah, Nilay D., Ngufor, Che
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: American Medical Association 2021
Pynciau:
Original Investigation
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC8140376/
https://ncbi.nlm.nih.gov/pubmed/34019087
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1001/jamanetworkopen.2021.10703
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