RahulCDeoMDPhD

PubMed

• Artificial Intelligence and Machine Learning in Cardiology.
  Rahul C Deo> ;Circulation. 2024 Apr 16
• Association between abnormal retinal perfusion indices by optical coherence tomography angiography and myocardial flow reserve by positron emission tomography/computed...
  Omar Abu-Qamar, David W Biery, Luísa S M Mendonça, Leanne Barrett, Laurel Martell, Camila Veronica S Freire, Jenifer M Brown, Sanjay Divakaran, Evan Wilson, Astrid Wer...> ;Journal of Nuclear Cardiology. 2024 Mar 26
• Artificial intelligence-enabled prediction of chemotherapy-induced cardiotoxicity from baseline electrocardiograms.
  Ryuichiro Yagi, Shinichi Goto, Yukihiro Himeno, Yoshinori Katsumata, Masahiro Hashimoto, Calum A MacRae, Rahul C Deo> ;Nature Communications. 2024 Mar 21
• 1 citations
  Perturbational phenotyping of human blood cells reveals genetically determined latent traits associated with subsets of common diseases.
  Homilius, M., Zhu, W., Eddy, S., Thompson, P., Zheng, H., Warren, C., Evans, C., Kim, D., Xuan, L., Nsubuga, C., Strecker, Z., Pettit, C., Cho, J., Howie, M., Thaler, ...> ;Nature Genetics. 2024 Jan 1
• 2 citations
  Deep learning-based model detects atrial septal defects from electrocardiography: a cross-sectional multicenter hospital-based study.
  Kotaro Miura, Ryuichiro Yagi, Hiroshi Miyama, Mai Kimura, Hideaki Kanazawa, Masahiro Hashimoto, Sayuki Kobayashi, Shiro Nakahara, Tetsuya Ishikawa, Isao Taguchi, Motoa...> ;Eclinicalmedicine. 2023 Sep 1
• Differences in Cardiac Mechanics and Exercise Physiology Among Heart Failure With Preserved Ejection Fraction Phenomapping Subgroups.
  Debra D Dixon, Lauren Beussink-Nelson, Rahul Deo, Sanjiv J Shah> ;The American Journal of Cardiology. 2023 Apr 15
• 10 citations
  Importance of external validation and subgroup analysis of artificial intelligence in the detection of low ejection fraction from electrocardiograms.
  Ryuichiro Yagi, Shinichi Goto, Yoshinori Katsumata, Calum A MacRae, Rahul C Deo> ;European Heart Journal. Digital Health. 2022 Dec 1
• 3 citations
  An Automated View Classification Model for Pediatric Echocardiography Using Artificial Intelligence.
  Addison Gearhart, Shinichi Goto, Rahul C Deo, Andrew J Powell> ;Journal of the American Society of Echocardiography. 2022 Dec 1
• 15 citations
  Multinational Federated Learning Approach to Train ECG and Echocardiogram Models for Hypertrophic Cardiomyopathy Detection.
  Shinichi Goto, Divyarajsinhji Solanki, Jenine E John, Ryuichiro Yagi, Max Homilius, Genki Ichihara, Yoshinori Katsumata, Hanna K Gaggin, Yuji Itabashi, Calum A MacRae,...> ;Circulation. 2022 Sep 6
• 17 citations
  Precision Phenotyping of Dilated Cardiomyopathy Using Multidimensional Data.
  Upasana Tayal, Job A J Verdonschot, Mark R Hazebroek, James Howard, John Gregson, Simon Newsome, Ankur Gulati, Chee Jian Pua, Brian P Halliday, Amrit S Lota, Rachel J ...> ;Journal of the American College of Cardiology. 2022 Jun 7
• 2 citations
  Cardiovascular Risk Assessment Using Artificial Intelligence-Enabled Event Adjudication and Hematologic Predictors.
  James G Truslow, Shinichi Goto, Max Homilius, Christopher Mow, John M Higgins, Calum A MacRae, Rahul C Deo> ;Circulation. Cardiovascular Quality and Outcomes. 2022 Jun 1
• 22 citations
  PIEZO1 mediates a mechanothrombotic pathway in diabetes.
  Wandi Zhu, Shihui Guo, Max Homilius, Cissy Nsubuga, Shane H Wright, Dajun Quan, Ashmita Kc, Samuel S Eddy, Rachelle A Victorio, Manu Beerens, Robert Flaumenhaft, Rahul...> ;Science Translational Medicine. 2022 Jan 5
• 1 citations
  Single Cell Biology: Exploring Somatic Cell Behaviors, Competition and Selection in Chronic Disease.
  Wandi Zhu, Rahul C Deo, Calum A MacRae> ;Frontiers in Pharmacology. 2022 Jan 1
• 29 citations
  Recommendations for Statistical Reporting in Cardiovascular Medicine: A Special Report From the American Heart Association.
  Andrew D. Althouse, Jennifer E. Below, Brian Claggett, Nancy J. Cox, James A. de Lemos, Rahul C. Deo, Sue Duval, Rory Hachamovitch, Sanjay Kaul, Scott W. Keith, Eric A...> ;Circulation. 2021 Jul 27
• 62 citations
  Artificial intelligence-enabled fully automated detection of cardiac amyloidosis using electrocardiograms and echocardiograms
  Shinichi Goto, Keitaro Mahara, Lauren Beussink-Nelson, Hidehiko Ikura, Yoshinori Katsumata, Jin Endo, Hanna K. Gaggin, Sanjiv J. Shah, Yuji Itabashi, Calum A. MacRae, ...> ;Nature Communications. 2021 May 11
• 50 citations
  A machine learning model for identifying patients at risk for wild-type transthyretin amyloid cardiomyopathy
  Ahsan Huda, Adam Castaño, Anindita Niyogi, Jennifer Schumacher, Michelle Stewart, Marianna Bruno, Mo Hu, Faraz S. Ahmad, Rahul C. Deo, Sanjiv J. Shah> ;Nature Communications. 2021 May 11
• 1 citations
  Ecosystem Barriers to Innovation Adoption in Clinical Practice.
  Calum A. MacRae, Rahul C. Deo, Stanley Y. Shaw> ;Trends in Molecular Medicine. 2021 Jan 1
• 10 citations
  Machine Learning in Medicine: Will This Time Be Different?
  Rahul C. Deo> ;Circulation. 2020 Oct 20
• 77 citations
  Recommendations for Reporting Machine Learning Analyses in Clinical Research.
  Laura M. Stevens, Bobak J. Mortazavi, Rahul C. Deo, Lesley H. Curtis, David P. Kao> ;Circulation. Cardiovascular Quality and Outcomes. 2020 Oct 14
• 10 citations
  The structure of a calsequestrin filament reveals mechanisms of familial arrhythmia.
  Erron W. Titus, Frederick H. Deiter, Julianne Wojciak, Melvin Scheinman, Natalia Jura, Rahul C. Deo, Chenxu Shi> ;Nature Structural & Molecular Biology. 2020 Oct 12
• 29 citations
  An International Multicenter Evaluation of Inheritance Patterns, Arrhythmic Risks, and Underlying Mechanisms of CASQ2-Catecholaminergic Polymorphic Ventricular Tachyca...
  Kevin Ng, Erron W. Titus, Krystien V.V. Lieve, Thomas M. Roston, Andrea Mazzanti, Frederick H. Deiter, Isabelle Denjoy, Jodie Ingles, Jan Till, Tomas Robyns, Sean Conn...> ;Circulation. 2020 Sep 8
• 101 citations
  Proposed Requirements for Cardiovascular Imaging-Related Machine Learning Evaluation (PRIME): A Checklist: Reviewed by the American College of Cardiology Healthcare In...
  Partho P. Sengupta, Sirish Shrestha, B. Berthon, Emmanuel Messas, Erwan Donal, Geoffrey H. Tison, James K. Min, Jan D'hooge, Jens-Uwe Voigt, Joel T. Dudley, Johan W. V...> ;JACC. Cardiovascular Imaging. 2020 Sep 1
• 3 citations
  Moving Genomics to Routine Care: An Initial Pilot in Acute Cardiovascular Disease.
  Zahra Aryan, Attila Szanto, Angeliki Pantazi, Tejaswini Reddi, Carolyn Rheinstein, Winslow Powers, Evan Wilson, Rahul C. Deo, Shimul Chowdhury, Lisa Salz, David Dimmoc...> ;Circulation. Genomic and Precision Medicine. 2020 Aug 26
• 182 citations
  Research Priorities for Heart Failure With Preserved Ejection Fraction: National Heart, Lung, and Blood Institute Working Group Summary.
  Sanjiv J. Shah, Barry A. Borlaug, Dalane W. Kitzman, Andrew D. McCulloch, Burns C. Blaxall, Rajiv Agarwal, Julio A. Chirinos, Sheila Collins, Rahul C. Deo, Mark T. Gla...> ;Circulation. 2020 Mar 24
• 47 citations
  Coronary Microvascular Dysfunction, Left Ventricular Remodeling, and Clinical Outcomes in Patients With Chronic Kidney Impairment
  Navkaranbir S. Bajaj, Amitoj Singh, Wunan Zhou, Ankur Gupta, Kana Fujikura, Christina Byrne, Hendrik J. Harms, Michael T. Osborne, Paco E. Bravo, Efstathia Andrikopolo...> ;Circulation. 2020 Jan 7
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