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Author Details

Rahul C Deo
1999
70
36
PMIDPaper TitleJournal TitlePublished Year
36893548Differences in Cardiac Mechanics and Exercise Physiology Among Heart Failure With Preserved Ejection Fraction Phenomapping Subgroups.2023
37753448Deep learning-based model detects atrial septal defects from electrocardiography: a cross-sectional multicenter hospital-based study.EClinicalMedicine2023
38049662Perturbational phenotyping of human blood cells reveals genetically determined latent traits associated with subsets of common diseases.2023
34985971PIEZO1 mediates a mechanothrombotic pathway in diabetes.Sci Transl Med2022
36049595An Automated View Classification Model for Pediatric Echocardiography Using Artificial Intelligence.J Am Soc Echocardiogr2022
35656307Single Cell Biology: Exploring Somatic Cell Behaviors, Competition and Selection in Chronic Disease.Front Pharmacol2022
35654493Precision Phenotyping of Dilated Cardiomyopathy Using Multidimensional Data.J Am Coll Cardiol2022
35477255Cardiovascular Risk Assessment Using Artificial Intelligence-Enabled Event Adjudication and Hematologic Predictors.Circ Cardiovasc Qual Outcomes2022
35916132Multinational Federated Learning Approach to Train ECG and Echocardiogram Models for Hypertrophic Cardiomyopathy Detection.Circulation2022
36710903Importance of external validation and subgroup analysis of artificial intelligence in the detection of low ejection fraction from electrocardiograms.Eur Heart J Digit Health2022
33293198Ecosystem Barriers to Innovation Adoption in Clinical Practice.Trends Mol Med2021
34032474Recommendations for Statistical Reporting in Cardiovascular Medicine: A Special Report From the American Heart Association.Circulation2021
33976166A machine learning model for identifying patients at risk for wild-type transthyretin amyloid cardiomyopathy.Nature Communications2021
33976142Artificial intelligence-enabled fully automated detection of cardiac amyloidosis using electrocardiograms and echocardiograms.Nat Commun2021
32847406Moving Genomics to Routine Care: An Initial Pilot in Acute Cardiovascular Disease.Circ Genom Precis Med2020
32202936Research Priorities for Heart Failure With Preserved Ejection Fraction: National Heart, Lung, and Blood Institute Working Group Summary.Circulation2020
31779467Coronary Microvascular Dysfunction, Left Ventricular Remodeling, and Clinical Outcomes in Patients With Chronic Kidney Impairment.Circulation2020
33046906The structure of a calsequestrin filament reveals mechanisms of familial arrhythmia.Nat Struct Mol Biol2020
33079589Recommendations for Reporting Machine Learning Analyses in Clinical Research.Circ Cardiovasc Qual Outcomes2020
32912474Proposed Requirements for Cardiovascular Imaging-Related Machine Learning Evaluation (PRIME): A Checklist: Reviewed by the American College of Cardiology Healthcare Innovation Council.JACC Cardiovasc Imaging2020
33074761Machine Learning in Medicine: Will This Time Be Different?Circulation2020
30908098Response by Zhang and Deo to Letter Regarding Article, "Fully Automated Echocardiogram Interpretation in Clinical Practice: Feasibility and Diagnostic Accuracy".Circulation2019
31525078Automated and Interpretable Patient ECG Profiles for Disease Detection, Tracking, and Discovery.Circulation: Cardiovascular Quality and Outcomes2019
30857407Coronary Arteries and the Cell Count.Circulation2019
29203511Adipocyte JAK2 Regulates Hepatic Insulin Sensitivity Independently of Body Composition, Liver Lipid Content, and Hepatic Insulin Signaling.2018
30354584MAGUS: A Shared Tool for the Genetic Community.Circulation: Cardiovascular Quality and Outcomes2018
30354459Fully Automated Echocardiogram Interpretation in Clinical Practice.Circulation2018
29974860A Rapid Method for Directed Gene Knockout for Screening in G0 Zebrafish.Developmental Cell2018
28258421Phenomapping for the Identification of Hypertensive Patients with the Myocardial Substrate for Heart Failure with Preserved Ejection Fraction.J Cardiovasc Transl Res2017
28388431Induced Pluripotent Stem Cell Differentiation Enables Functional Validation of GWAS Variants in Metabolic Disease.Cell Stem Cell2017
28416283Activation of IRF1 in Human Adipocytes Leads to Phenotypes Associated with Metabolic Disease.Stem Cell Reports2017
29759522Bundle Branch Re-Entrant Ventricular Tachycardia: Novel Genetic Mechanisms in a Life-Threatening Arrhythmia.JACC Clin Electrophysiol2017
29245014Perinatal Licensing of Thermogenesis by IL-33 and ST2.Cell2017
27625338Alternative Splicing, Internal Promoter, Nonsense-Mediated Decay, or All Three: Explaining the Distribution of Truncation Variants in Titin.Circulation: Cardiovascular Genetics2016
27349929Editorial commentary: Induced pluripotent stem cell (IPSC) cardiomyocytes: My kingdom for a useful disease model!Trends in Cardiovascular Medicine2016
27453471Perinatal Licensing of Thermogenesis by IL-33 and ST2.Cell2016
28263936Learning About Machine Learning: The Promise and Pitfalls of Big Data and the Electronic Health Record.Circulation: Cardiovascular Quality and Outcomes2016
26572668Machine Learning in Medicine.Circulation2015
25632026Exome sequencing in suspected monogenic dyslipidemias.Circ Cardiovasc Genet2015
25406240Targeted deep sequencing reveals no definitive evidence for somatic mosaicism in atrial fibrillation.Circ Cardiovasc Genet2015
25623957RNA sequencing of mouse sinoatrial node reveals an upstream regulatory role for Islet-1 in cardiac pacemaker cells.Circ Res2015
25398313Phenomapping for novel classification of heart failure with preserved ejection fraction.Circulation2015
26473617An internal promoter underlies the difference in disease severity between N- and C-terminal truncation mutations of Titin in zebrafish.Elife2015
25111166Effects of the absence of apolipoprotein e on lipoproteins, neurocognitive function, and retinal function.JAMA Neurol2014
25633252Prioritizing causal disease genes using unbiased genomic features.Genome Biol2014
24975905Phenotypic spectrum of heart failure with preserved ejection fraction.Heart Failure Clinics2014
23582327Type 2 innate signals stimulate fibro/adipogenic progenitors to facilitate muscle regeneration.Cell2013
22246346Programming human pluripotent stem cells into white and brown adipocytes.Nat Cell Biol2012
22810586Interpreting cancer genomes using systematic host network perturbations by tumour virus proteins.Nature2012
22022522Pattern specification and immune response transcriptional signatures of pericardial and subcutaneous adipose tissue.PLoS ONE2011
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