Search Results - "Tiwari, Premanand"

Prediction of incident myocardial infarction using machine learning applied to harmonized electronic health record data by Mandair, Divneet, Tiwari, Premanand, Simon, Steven, Colborn, Kathryn L, Rosenberg, Michael A

“…With cardiovascular disease increasing, substantial research has focused on the development of prediction tools. We compare deep learning and machine learning…”
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A machine learning evaluation of patient characteristics associated with prescribing of guideline-directed medical therapy for heart failure by Kim, Rachel, Suresh, Krithika, Rosenberg, Michael A, Tan, Malinda S, Malone, Daniel C, Allen, Larry A, Kao, David P, Anderson, Heather D, Tiwari, Premanand, Trinkley, Katy E

“…Patients with heart failure and reduced ejection fraction (HFrEF) are consistently underprescribed guideline-directed medications. Although many barriers to…”
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DEVELOPMENT OF A PREDICTION MODEL FOR INCIDENT MYOCARDIAL INFARCTION USING MACHINE LEARNING APPLIED TO HARMONIZED ELECTRONIC HEALTH RECORD DATA by Mandair, Divneet, Tiwari, Premanand, Simon, Steven, Rosenberg, Michael

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Prediction of Drug-Induced Long QT Syndrome Using Machine Learning Applied to Harmonized Electronic Health Record Data by Simon, Steven T, Mandair, Divneet, Tiwari, Premanand, Rosenberg, Michael A

“…Drug-induced QT prolongation is a potentially preventable cause of morbidity and mortality, however there are no widespread clinical tools utilized to predict…”
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Assessment of a Machine Learning Model Applied to Harmonized Electronic Health Record Data for the Prediction of Incident Atrial Fibrillation by Tiwari, Premanand, Colborn, Kathryn L, Smith, Derek E, Xing, Fuyong, Ghosh, Debashis, Rosenberg, Michael A

“…Atrial fibrillation (AF) is the most common sustained cardiac arrhythmia, and its early detection could lead to significant improvements in outcomes through…”
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Abstract 13186: A Machine Learning Evaluation of Patient Characteristics Associated With Guideline-Directed Prescribing for Heart Failure and Reduced Ejection Fraction by Trinkley, Katy, Suresh, Krithika, Kim, Rachel, Rosenberg, Michael, Tan, Malinda, Anderson, Heather, Allen, Larry A, Kao, David P, Tiwari, Premanand, Malone, Daniel

“…IntroductionPatients with heart failure and reduced ejection fraction (HFrEF) are consistently under-prescribed guideline-directed medications. Many barriers…”
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Abstract 13948: Machine Learning Using Electronic Health Records to Predict 6-Month Incident Atrial Fibrillation by Tiwari, Premanand, Colborn, Kathryn L, Smith, Derek E, Xing, Fuyong, Ghosh, Debashis, Rosenberg, Michael A

“…IntroductionEarly detection of atrial fibrillation (AF) has potential to significantly reduce stroke risk via initiation of anticoagulation. Although the best…”
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