Ben Marafino to Electronic Health Records
This is a "connection" page, showing publications Ben Marafino has written about Electronic Health Records.
Connection Strength
2.200
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Development and validation of a machine learning model to identify individuals at high risk for psychotic disorders using medical record data. BMC Psychiatry. 2026 02 10; 26(1).
Score: 0.648
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Predicting preventable hospital readmissions with causal machine learning. Health Serv Res. 2020 12; 55(6):993-1002.
Score: 0.450
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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: 0.394
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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: 0.303
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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: 0.286
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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: 0.119