Ben Marafino to Electronic Health Records
This is a "connection" page, showing publications Ben Marafino has written about Electronic Health Records.
Connection Strength
1.704
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Predicting preventable hospital readmissions with causal machine learning. Health Serv Res. 2020 12; 55(6):993-1002.
Score: 0.494
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Validation of Prediction Models for Critical Care Outcomes Using Natural Language Processing of Electronic Health Record Data. JAMA Netw Open. 2018 12 07; 1(8):e185097.
Score: 0.433
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Efficient and sparse feature selection for biomedical text classification via the elastic net: Application to ICU risk stratification from nursing notes. J Biomed Inform. 2015 Apr; 54:114-20.
Score: 0.333
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N-gram support vector machines for scalable procedure and diagnosis classification, with applications to clinical free text data from the intensive care unit. J Am Med Inform Assoc. 2014 Sep-Oct; 21(5):871-5.
Score: 0.315
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Evaluation of an intervention targeted with predictive analytics to prevent readmissions in an integrated health system: observational study. BMJ. 2021 08 11; 374:n1747.
Score: 0.130