Steven Simon, MD

Publications

• Simon ST, Lin M, Trinkley KE, Aleong R, Rafaels N, Crooks KR, Reiter MJ, Gignoux CR, Rosenberg MA. A polygenic risk score for the QT interval is an independent predictor of drug-induced QT prolongation. PLoS One. 2024;19(6):e0303261. PubMed PMID: 38885227
• 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
• 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, 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 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.
• 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
• 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
• 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
• 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

Professional Memberships

• American Medical Association, Member
• American College of Cardiology, Member
• National Lipid Association, Member

Practice Locations

• University of Colorado Hospital

Specialty Information

• Cardiology, Board Certification
• Internal Medicine, Board Certification

• Heart and Circulation - Coronary Disease
• Heart and Circulation
• Heart and Circulation - Cardiovascular Disease
• Heart and Circulation - Heart Diseases - Prevention