Mandair D, Tiwari P, Simon S, Colborn KL, Rosenberg MA. Prediction of incident myocardial infarction using machine learning applied to harmonized electronic health record data. BMC Med Inform Decis Mak. 2020 Oct 2;20(1):252. PubMed PMID: 33008368
Simon S, Ho PM. Ethnic and Racial Disparities in Acute Myocardial Infarction. Curr Cardiol Rep. 2020 Jul 9;22(9):88. PubMed PMID: 32648143
McFadden KL, Steinmetz SE, Carroll AM, Simon ST, Wallace A, Rojas DC. Test-retest reliability of the 40 Hz EEG auditory steady-state response. PLoS One. 2014;9(1):e85748. PubMed PMID: 24465679
Legget KT, Hild AK, Steinmetz SE, Simon ST, Rojas DC. MEG and EEG demonstrate similar test-retest reliability of the 40Hz auditory steady-state response. Int J Psychophysiol. 2017 Apr;114:16-23. PubMed PMID: 28161286
Simon ST, Mandair D, Tiwari P, Rosenberg MA. Prediction of Drug-Induced Long QT Syndrome Using Machine Learning Applied to Harmonized Electronic Health Record Data. J Cardiovasc Pharmacol Ther. 2021 Jul;26(4):335-340. PubMed PMID: 33682475
Arvanitis M, Simon S, Chan G, Fine D, Beardsley P, LaValley M, Jacobson D, Koch C, Berk JL, Connors LH, Ruberg FL. Retinol binding protein 4 (RBP4) concentration identifies V122I transthyretin cardiac amyloidosis. Amyloid. 2017 Mar;24(sup1):120-121. PubMed PMID: 28434357
Simon S, Rosenberg M et al. Prediction of Drug-induced Long QT syndrome using Machine Learning. Journal of Cardiovascular Pharmacology and Therapeutics. In Press. Accepted Jan 15, 2021.
Simon ST, Mandair D, Tiwari P, Rosenberg MA. Prediction of Drug-Induced Long QT Syndrome Using Machine Learning Applied to Harmonized Electronic Health Record Data. J Cardiovasc Pharmacol Ther. 2021 Jul;26(4):335-340. PubMed PMID: 33682475
Simon ST, Kini V, Levy AE, Ho PM. Medication adherence in cardiovascular medicine. BMJ. 2021 Aug 11;374:n1493. PubMed PMID: 34380627
Levy AE, Whittington MD, Anstett TJ, Simon ST, Wentworth A, Carter JE Jr, Ho PM. A Systems-Based Morbidity and Mortality Conference Was Associated With a Transient Reduction in ECG Completion Times. Qual Manag Health Care. 2021 Oct 29. [Epub ahead of print] PubMed PMID: 34724456
Kim RS, Simon S, Powers B, Sandhu A, Sanchez J, Borne RT, Tumolo A, Zipse M, West JJ, Aleong R, Tzou W, Rosenberg MA. Machine Learning Methodologies for Prediction of Rhythm-Control Strategy in Patients Diagnosed With Atrial Fibrillation: Observational, Retrospective, Case-Control Study. JMIR Med Inform. 2021 Dec 6;9(12):e29225. PubMed PMID: 34874889
Simon ST, Trinkley KE, Malone DC, Rosenberg MA. Interpretable Machine Learning Prediction of Drug-Induced QT Prolongation: Electronic Health Record Analysis. J Med Internet Res. 2022 Dec 1;24(12):e42163. PubMed PMID: 36454608
Simon S, Mandair D, Albakri A, Fohner A, Simon N, Lange L, Biggs M, Mukamal K, Psaty B, Rosenberg M. The Impact of Time Horizon on Classification Accuracy: Application of Machine Learning to Prediction of Incident Coronary Heart Disease. JMIR Cardio. 2022 Nov 2;6(2):e38040. PubMed PMID: 36322114
Stacy J, Kim R, Barrett C, Sekar B, Simon S, Banaei-Kashani F, Rosenberg MA. Qualitative Evaluation of an Artificial Intelligence-Based Clinical Decision Support System to Guide Rhythm Management of Atrial Fibrillation: Survey Study. JMIR Form Res. 2022 Aug 11;6(8):e36443. PubMed PMID: 35969422