Deo, Rahul C.

Machine Learning in Medicine

Deo, R. C. (2015) · Circulation

Artificial Intelligence in HealthcareMachine Learning in Healthcare

Cited by 3,466

Phenomapping for Novel Classification of Heart Failure With Preserved Ejection Fraction

Shah, S. J., Katz, D. H., Selvaraj, S., Burke, M. A., Yancy, C. W., Gheorghiade, M., Bonow, R. O., Huang, C.-C., & Deo, R. C. (2015) · Circulation

Heart Failure Treatment and ManagementCardiovascular Function and Risk Factors

Cited by 1,157

Fully Automated Echocardiogram Interpretation in Clinical Practice: Feasibility and Diagnostic Accuracy

Zhang, J., Gajjala, S., Agrawal, P., Tison, G. H., Hallock, L. A., Beussink-Nelson, L., Lassen, M. H., Fan, E., Aras, M. A., Jordan, C., et al. (2018) · Circulation

Artificial Intelligence in Healthcare and EducationCardiovascular Function and Risk Factors

Cited by 1,006

Type 2 Innate Signals Stimulate Fibro/Adipogenic Progenitors to Facilitate Muscle Regeneration

Heredia, J. E., Mukundan, L., Chen, F. M., Mueller, A. A., Deo, R. C., Locksley, R. M., Rando, T. A., & Chawla, A. (2013) · Cell

Muscle Physiology and DisordersCardiac Fibrosis and Remodeling

Cited by 818

Research Priorities for Heart Failure With Preserved Ejection Fraction: National Heart, Lung, and Blood Institute Working Group Summary

Shah, S. J., Borlaug, B. A., Kitzman, D. W., McCulloch, A. D., Blaxall, B. C., Agarwal, R., Chirinos, J. A., Collins, S., Deo, R. C., Gladwin, M. T., et al. (2020) · Circulation

Cardiovascular Function and Risk FactorsHeart Failure Treatment and Management

Cited by 436

Metabolic signatures of exercise in human plasma

Lewis, G. D., Farrell, L., Wood, M. J., Martinovic, M., Arany, Z., Rowe, G. C., Souza, A., Cheng, S., McCabe, E. L., Yang, E., et al. (2010) · Science Translational Medicine

Metabolomics and Mass Spectrometry StudiesCardiovascular and exercise physiology

Cited by 432

Interpreting cancer genomes using systematic host network perturbations by tumour virus proteins

Rozenblatt-Rosen, O., Deo, R. C., Padi, M., Adelmant, G., Calderwood, M. A., Rolland, T., Grace, M., Dricot, A., Askenazi, M., Tavares, M., et al. (2012) · Nature

Bioinformatics and Genomic NetworksViral-associated cancers and disorders

Cited by 378

Recommendations for Reporting Machine Learning Analyses in Clinical Research

Stevens, L. M., Mortazavi, B. J., Deo, R. C., Curtis, L., & Kao, D. P. (2020) · Circulation: Cardiovascular Quality and Outcomes

Machine Learning in HealthcareArtificial Intelligence in Healthcare

Cited by 268

Artificial intelligence-enabled fully automated detection of cardiac amyloidosis using electrocardiograms and echocardiograms

Goto, S., Mahara, K., Beussink-Nelson, L., Ikura, H., Katsumata, Y., Endo, J., Gaggin, H. K., Shah, S. J., Itabashi, Y., MacRae, C. A., et al. (2021) · Nature Communications

Amyloidosis: Diagnosis, Treatment, OutcomesECG Monitoring and Analysis

Cited by 245

Automated and interpretable patient ECG profiles for disease detection, tracking, and discovery

Tison, G. H., Zhang, J., Delling, F. N., & Deo, R. C. (2019) · Circulation: Cardiovascular Quality and Outcomes

ECG Monitoring and AnalysisArtificial Intelligence in Healthcare

Cited by 208

Induced Pluripotent Stem Cell Differentiation Enables Functional Validation of GWAS Variants in Metabolic Disease

Warren, C. R., O’Sullivan, J. F., Friesen, M., Becker, C. E., Zhang, X., Liu, P., Wakabayashi, Y., Morningstar, J. E., Shi, X., Choi, J., et al. (2017) · Cell stem cell

Pluripotent Stem Cells ResearchGenetic Associations and Epidemiology

Cited by 191

Multinational Federated Learning Approach to Train ECG and Echocardiogram Models for Hypertrophic Cardiomyopathy Detection

Goto, S., Solanki, D., John, J. E., Yagi, R., Homilius, M., Ichihara, G., Katsumata, Y., Gaggin, H. K., Itabashi, Y., MacRae, C. A., et al. (2022) · Circulation

ECG Monitoring and AnalysisCardiomyopathy and Myosin Studies

Cited by 130

RNA Sequencing of Mouse Sinoatrial Node Reveals an Upstream Regulatory Role for Islet-1 in Cardiac Pacemaker Cells

Vedantham, V., Galang, G., Evangelista, M., Deo, R. C., & Srivastava, D. (2015) · Circulation Research

Cardiac electrophysiology and arrhythmiasCongenital heart defects research

Cited by 117

Effects of the Absence of Apolipoprotein E on Lipoproteins, Neurocognitive Function, and Retinal Function

Mak, A. C. Y., Pullinger, C. R., Tang, L. F., Wong, J. S., Deo, R. C., Schwarz, J.-M., Gugliucci, A., Movsesyan, I., Ishida, B. Y., Chu, C., et al. (2014) · JAMA Neurology

Lipid metabolism and disordersLipoproteins and Cardiovascular Health

Cited by 94