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Author Details

Bobak J Mortazavi
Center for Outcomes Research and Evaluation, Yale New Haven Hospital
2012
49
15
Richard Andrew Taylor (CM4AI)
PMIDPaper TitleJournal TitlePublished Year
36905605Nonexercise machine learning models for maximal oxygen uptake prediction in national population surveys.J Am Med Inform Assoc2023
37745527Biometric Contrastive Learning for Data-Efficient Deep Learning from Electrocardiographic Images.medRxiv2023
37768790Variational Autoencoders for Biomedical Signal Morphology Clustering and Noise Detection.IEEE J Biomed Health Inform2023
36905605Nonexercise machine learning models for maximal oxygen uptake prediction in national population surveys.J Am Med Inform Assoc2023
37363851Hypothesis Scoring for Confidence-Aware Blood Pressure Estimation With Particle Filters.IEEE J Biomed Health Inform2023
37745527Biometric Contrastive Learning for Data-Efficient Deep Learning from Electrocardiographic Images.medRxiv2023
37768790Variational Autoencoders for Biomedical Signal Morphology Clustering and Noise Detection.IEEE J Biomed Health Inform2023
37363851Hypothesis Scoring for Confidence-Aware Blood Pressure Estimation With Particle Filters.IEEE J Biomed Health Inform2023
35332137Automated multilabel diagnosis on electrocardiographic images and signals.Nat Commun2022
35873901Boosted-SpringDTW for Comprehensive Feature Extraction of PPG Signals.IEEE Open J Eng Med Biol2022
35332137Automated multilabel diagnosis on electrocardiographic images and signals.Nat Commun2022
35873901Boosted-SpringDTW for Comprehensive Feature Extraction of PPG Signals.IEEE Open J Eng Med Biol2022
34337602A Survey of Challenges and Opportunities in Sensing and Analytics for Risk Factors of Cardiovascular Disorders.ACM Trans Comput Healthc2021
34078100Toward Dynamic Risk Prediction of Outcomes After Coronary Artery Bypass Graft: Improving Risk Prediction With Intraoperative Events Using Gradient Boosting.Circ Cardiovasc Qual Outcomes2021
33688915Use of Machine Learning Models to Predict Death After Acute Myocardial Infarction.JAMA Cardiol2021
33788846Clinical characteristics and outcomes for 7,995 patients with SARS-CoV-2 infection.PLoS One2021
33616664Use of Mechanical Circulatory Support Devices Among Patients With Acute Myocardial Infarction Complicated by Cardiogenic Shock.JAMA Netw Open2021
33512322The Use of Telehealth Technology to Support Health Coaching for Older Adults: Literature Review.JMIR Hum Factors2021
33596898Temporal relationship of computed and structured diagnoses in electronic health record data.BMC Med Inform Decis Mak2021
34337602A Survey of Challenges and Opportunities in Sensing and Analytics for Risk Factors of Cardiovascular Disorders.ACM Trans Comput Healthc2021
34468950Establishing a Global Standard for Wearable Devices in Sport and Exercise Medicine: Perspectives from Academic and Industry Stakeholders.Sports Med2021
34601947Performance Metrics for the Comparative Analysis of Clinical Risk Prediction Models Employing Machine Learning.Circ Cardiovasc Qual Outcomes2021
34365036Postprandial concentration of circulating branched chain amino acids are able to predict the carbohydrate content of the ingested mixed meal.Clin Nutr2021
33596898Temporal relationship of computed and structured diagnoses in electronic health record data.BMC Med Inform Decis Mak2021
33788846Clinical characteristics and outcomes for 7,995 patients with SARS-CoV-2 infection.PLoS One2021
33512322The Use of Telehealth Technology to Support Health Coaching for Older Adults: Literature Review.JMIR Hum Factors2021
33616664Use of Mechanical Circulatory Support Devices Among Patients With Acute Myocardial Infarction Complicated by Cardiogenic Shock.JAMA Netw Open2021
33688915Use of Machine Learning Models to Predict Death After Acute Myocardial Infarction.JAMA Cardiol2021
34468950Establishing a Global Standard for Wearable Devices in Sport and Exercise Medicine: Perspectives from Academic and Industry Stakeholders.Sports Med2021
34601947Performance Metrics for the Comparative Analysis of Clinical Risk Prediction Models Employing Machine Learning.Circ Cardiovasc Qual Outcomes2021
34078100Toward Dynamic Risk Prediction of Outcomes After Coronary Artery Bypass Graft: Improving Risk Prediction With Intraoperative Events Using Gradient Boosting.Circ Cardiovasc Qual Outcomes2021
34365036Postprandial concentration of circulating branched chain amino acids are able to predict the carbohydrate content of the ingested mixed meal.Clin Nutr2021
31606361Machine Learning Prediction of Mortality and Hospitalization in Heart Failure With Preserved Ejection Fraction.JACC Heart Fail2020
31940569Using Intelligent Personal Annotations to Improve Human Activity Recognition for Movements in Natural Environments.IEEE J Biomed Health Inform2020
32040163Association of Use of an Intravascular Microaxial Left Ventricular Assist Device vs Intra-aortic Balloon Pump With In-Hospital Mortality and Major Bleeding Among Patients With Acute Myocardial Infarction Complicated by Cardiogenic Shock.JAMA2020
31606361Machine Learning Prediction of Mortality and Hospitalization in Heart Failure With Preserved Ejection Fraction.JACC Heart Fail2020
33615237BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates.Proc Mach Learn Res2020
33649743Developing Personalized Models of Blood Pressure Estimation from Wearable Sensors Data Using Minimally-trained Domain Adversarial Neural Networks.Proc Mach Learn Res2020
32873671Protocol for project recovery after cardiac surgery: a single-center cohort study leveraging digital platform to characterise longitudinal patient-reported postoperative recovery patterns.BMJ Open2020
33079589Recommendations for Reporting Machine Learning Analyses in Clinical Research.Circ Cardiovasc Qual Outcomes2020
32743602Clinical Characteristics and Outcomes for 7,995 Patients with SARS-CoV-2 Infection.medRxiv2020
32692385Intravascular Microaxial Left Ventricular Assist Device vs Intra-aortic Balloon Pump for Cardiogenic Shock-Reply.JAMA2020
33019236Reinforcement Learning using EEG signals for Therapeutic Use of Music in Emotion Management.Annu Int Conf IEEE Eng Med Biol Soc2020
33649743Developing Personalized Models of Blood Pressure Estimation from Wearable Sensors Data Using Minimally-trained Domain Adversarial Neural Networks.Proc Mach Learn Res2020
33615237BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates.Proc Mach Learn Res2020
32040163Association of Use of an Intravascular Microaxial Left Ventricular Assist Device vs Intra-aortic Balloon Pump With In-Hospital Mortality and Major Bleeding Among Patients With Acute Myocardial Infarction Complicated by Cardiogenic Shock.JAMA2020
31940569Using Intelligent Personal Annotations to Improve Human Activity Recognition for Movements in Natural Environments.IEEE J Biomed Health Inform2020
33079589Recommendations for Reporting Machine Learning Analyses in Clinical Research.Circ Cardiovasc Qual Outcomes2020
32692385Intravascular Microaxial Left Ventricular Assist Device vs Intra-aortic Balloon Pump for Cardiogenic Shock-Reply.JAMA2020
32743602Clinical Characteristics and Outcomes for 7,995 Patients with SARS-CoV-2 Infection.medRxiv2020
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Collaborators

Harlan M Krumholz
Yale School of Medicine
Co-authored papers 19
Majid Sarrafzadeh
University of California los angeles
Co-authored papers 13
Nathan C Hurley
Texas A&M University
Co-authored papers 8
Frederick A Masoudi
University of Colorado School of Medicine
Co-authored papers 8
Chenxi Huang
Center for Outcomes Research and Evaluation, Yale New Haven Hospital
Co-authored papers 6
Wade Schulz (CM4AI)
Yale University
Co-authored papers 6
Jonathan Woodbridge
university of california los angeles
Co-authored papers 5
John A Spertus
University of Missouri-Kansas City School of Medicine
Co-authored papers 5
Alex A T Bui
University of California Los Angeles
Co-authored papers 5
Hassan Ghasemzadeh
College of Health Solutions, Arizona State University
Co-authored papers 5
Alex A T Bui
Co-authored papers 5
Sanket S Dhruva
University of California san francisco
Co-authored papers 5
John S Rumsfeld
Stanford University
Co-authored papers 4
Shu-Xia Li
Center for Outcomes Research and Evaluation, Yale University School of Medicine
Co-authored papers 4
Erica S Spatz
Yale School of Medicine
Co-authored papers 4
Adrian D Haimovich
Beth Israel Deaconess Medical Center
Co-authored papers 4
Rohan Khera
Yale School of Medicine
Co-authored papers 4
Richard Andrew Taylor (CM4AI)
Yale University
Co-authored papers 3
Frederick Warner
Center for Outcomes Research and Evaluation, Yale-New Haven Hospital
Co-authored papers 3
Nabil Alshurafa
Institute for Innovations in Developmental Sciences, Northwestern University
Co-authored papers 3
Andreas Coppi
Center for Outcomes Research and Evaluation, Yale-New Haven Hospital
Co-authored papers 3
Jeptha P Curtis
Yale University School of Medicine
Co-authored papers 3
Akiko Iwasaki
Yale University
Co-authored papers 2
Merceditas Villanueva
Yale University
Co-authored papers 2
Jacob McPadden
Yale School of Medicine
Co-authored papers 2
Jonathan M Siner
Yale University School of Medicine
Co-authored papers 2
Charles S Dela Cruz
Department of Microbial Pathogenesis Yale University New Haven
Co-authored papers 2
Shelli F Farhadian
Yale School of Medicine
Co-authored papers 2
Rebecca Pulk
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Eric J Velazquez
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