Steven Simon, MD
Assistant Professor, Medicine-Cardiology
Medical School:
- MD, University of Colorado Denver School of Medicine (2013)
- BA, Cornell University (NY) (2008)
- Boston University Medical Center Program
- Boston University Medical Center Program, Chief Resident, Internal Medicine
- University of Colorado (University Hospital) Program, General Cardiology
Publications
- 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 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, 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
- 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
Practice Locations
UCHealth Anschutz Inpatient Pavilion - Anschutz Medical Campus
12605 E. 16th Ave
Aurora, CO 80045
720-848-0000
UCHealth Lone Tree Medical Center
9548 Park Meadows Drive
Lone Tree, CO 80124
720-848-2200
Hospital Affiliation
12605 E. 16th Ave
Aurora, CO 80045
720-848-0000
UCHealth Lone Tree Medical Center
9548 Park Meadows Drive
Lone Tree, CO 80124
720-848-2200
Hospital Affiliation
- University of Colorado Hospital
Specialty Information
Specialties
- Cardiology, Board Certification
- Internal Medicine, Board Certification
Clinical Interests
All aspects of general cardiology with a focus on prevention of cardiovascular disease.
All aspects of general cardiology with a focus on prevention of cardiovascular disease.
Personal Interests
In my spare time, I enjoy running, escaping to the mountains, and playing with my children.
In my spare time, I enjoy running, escaping to the mountains, and playing with my children.
General Information
Medical Schools:
- MD, University of Colorado Denver School of Medicine (2013)
Undergraduate Schools:
- BA, Cornell University (NY) (2008)
Internships:
- Boston University Medical Center Program (0001)
Residency Programs:
- Boston University Medical Center Program, Chief Resident, Internal Medicine (0001)
Fellowships:
- University of Colorado (University Hospital) Program, General Cardiology (0001)