Publications

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1. Prevalence and Impact of Myocardial Injury in Patients Hospitalized with COVID-19 Infection

   Published in Journal of the American College of Cardiology, 2020

2. Molecular Imaging of Cardiac Allograft Rejection: Targeting Apoptosis With Radiolabeled Duramycin

   Published in JACC Cardiovascular Imaging, 2020

3. Machine Learning in Cardiology-Ensuring Clinical Impact Lives Up to the Hype

   Published in Journal of Cardiovascular Pharmacology and Therapeutics, 2020

4. Prediction of mortality from 12-lead electrocardiogram voltage data using a deep neural network.

   Published in Nature Medicine, 2020

5. Reccurent spontaneous coronary artery dissection in the United States

   Published in International Journal of Cardiology, 2020

6. Predictors of In-Hospital Mortality after Transcatheter Aortic Valve Implantation

   Published in American Journal of Cardiology, 2020

7. Integrating blockchain technology with artificial intelligence for cardiovascular medicine

   Published in Nature Reviews Cardiology, 2020

8. Racial and sex differences in stroke risk in patients with atrial fibrillation

   Published in Journal of the American College of Cardiology, 2019

9. Integrative analysis of loss-of-function variants in clinical and genomic data reveals novel genes associated with cardiovascular traits.

   Published in BMC Medical Genomics, 2019

10. Sepsis in the era of data-driven medicine: personalizing risks, diagnoses, treatments and prognoses.

    Published in Briefings in Bioinformatics, 2019

11. A transcriptomic model to predict increase in fibrous cap thickness in response to high-dose statin treatment: Validation by serial intracoronary OCT imaging.

    Published in EBioMedicine, 2019

12. How artificial intelligence could redefine clinical trials in cardiovascular medicine: lessons learned from oncology

    Published in Personalized Medicine, 2019

13. Deep learning for cardiovascular medicine: a practical primer

    Published in European Heart Journal, 2019

14. Precision Medicine for Aortic Stenosis: The Future of Cardiology Today

    Published in JACC Cardiovascular Imaging, 2019

15. Prevalence, Presentation, and Associated Conditions of Patients With Fibromuscular Dysplasia.

    Published in JACC Cardiovascular Imaging, 2019

16. Evaluation of patient re-identification using laboratory test orders and mitigation via latent space variables

    Published in Proceedings of the Pacific Symposium on Biocomputing, 2019

17. Conditions and factors associated with spontaneous coronary artery dissection (from a national population-based cohort study)

    Published in The American Journal of Cardiology, 2018

18. Big data, artificial intelligence, and cardiovascular precision medicine

    Published in Expert Review of Precision Medicine and Drug Development, 2018

19. Pharmacological risk factors associated with hospital readmission rates in a psychiatric cohort identified using prescriptome data mining

    Published in BMC Medical Informatics and Decision Making, 2018

20. Pathology of Peripheral Artery Disease in Critical Limb Ischemia

    Published in Journal of the American College of Cardiology, 2018

21. Incidence and aetiology of bacterial meningitis among children aged 1-59  months in South Asia: systematic review and meta-analysis

    Published in Vaccine, 2018

22. Association of Hemoglobin A1c Levels With Use of Sulfonylureas, Dipeptidyl Peptidase 4 Inhibitors, and Thiazolidinediones in Patients With Type 2 Diabetes Treated With Metformin

    Published in JAMA Network Open, 2018

23. The whole is greater than the sum of its parts: combining classical statistical and machine intelligence methods in medicine

    Published in Heart, 2018

24. A 72-Year-Old Patient with Longstanding, Untreated Familial Hypercholesterolemia but no Coronary Artery Calcification: A Case Report

    Published in Cureus, 2018

25. A Network-Biology Informed Computational Drug Repositioning Strategy to Target Disease Risk Trajectories and Comorbidities of Peripheral Artery Disease

    Published in AMIA Summits in Translational Science, 2018

26. Artificial Intelligence in Cardiology

    Published in Journal of the American College of Cardiology, 2018

27. The next generation of precision medicine: observational studies, electronic health records, biobanks and continuous monitoring

    Published in Human Molecular Genetics, 2018

28. Machine learning in cardiovascular medicine: are we there yet?

    Published in Heart, 2018

29. Causal inference on electronic health records to assess blood pressure treatment targets: an application of the parametric g formula

    Published in Proceedings of the Pacific Symposium on Biocomputing, 2017

30. Automated disease cohort selection using word embeddings from Electronic Health Records

    Published in Proceedings of the Pacific Symposium on Biocomputing, 2017

31. Intracoronary Imaging, Cholesterol Efflux, and Transcriptomics after Intensive Statin Treatment in Diabetes

    Published in Scientific Reports, 2017

32. Enabling Precision Cardiology Through Multiscale Biology and Systems Medicine

    Published in JACC: Basic and Translational Science, 2017

33. Systematic analyses of drugs and disease indications in RepurposeDB reveal pharmacological, biological and epidemiological factors influencing drug repositioning

    Published in Briefings in Bioinformatics, 2017

34. Intracoronary Imaging, Cholesterol Efflux, and Transcriptomes After Intensive Statin Treatment: The YELLOW II Study

    Published in Journal of the American College of Cardiology, 2016

35. PREDICTIVE MODELING OF HOSPITAL READMISSION RATES USING ELECTRONIC MEDICAL RECORD-WIDE MACHINE LEARNING: A CASE-STUDY USING MOUNT SINAI HEART FAILURE COHORT

    Published in Proceedings of the Pacific Symposium on Biocomputing, 2016

36. Medical student preparedness for an era of personalized medicine: findings from one US medical school

    Published in Personalized Medicine, 2016

37. Comparison of the genome sequences of Candidatus Portiera aleyrodidarum primary endosymbionts of the whitefly Bemisia tabaci B and Q biotypes

    Published in Applied Environmental Microbiology, 2013

38. Genome sequences of the primary endosymbiont Candidatus Portiera aleyrodidarum in the whitefly Bemisia tabaci B and Q biotypes

    Published in Journal of Bacteriology, 2012