Lovedeep Singh Dhingra, MBBS, MHS
Associate Research ScientistAbout
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Associate Research Scientist
Biography
Dr. Lovedeep Singh Dhingra is an Associate Research Scientist in the Section of Cardiovascular Medicine at Yale School of Medicine and a member of the Cardiovascular Data Science (CarDS) Lab. He also holds a Master of Health Science (MHS) in Clinical Informatics and Data Science from the Yale School of Medicine.
Dr. Dhingra trained in medicine at the All India Institute of Medical Sciences (AIIMS), New Delhi, India's premier medical school. During his training, he applied computer vision to detect pediatric shock at TavLab, served as Academic Secretary of the Asian Medical Students Association (India), and founded TEDxAIIMS — the first TEDx event held at a medical school in India. He subsequently practiced as a Medical Officer before joining Yale.
His research focuses on developing, validating, and deploying AI tools that extract diagnostic and predictive information from low-cost, widely available clinical modalities, including ECG images and portable, wearable ECGs. His work on identifying structural heart diseases from ECG images, including screenshots and smartphone photographs, was awarded the 2025 William W. Parmley Young Author Achievement Award from JACC and is being evaluated for clinical deployment within the Yale New Haven Health System. He has also led work on heart failure risk prediction from ECG images and wearable-adapted single-lead ECGs, and on AI-based identification of hypertrophic cardiomyopathy.
Beyond ECG diagnostics, Dr. Dhingra investigates national patterns of digital health adoption and cardiovascular health disparities, contributes to LEGEND-T2DM (a multinational effort to assess real-world cardiovascular effectiveness and safety of diabetes therapies), and is developing DIRECT-DM, a multi-site digital registry for type 2 diabetes within the Yale New Haven Health System. His work also spans natural language processing, including automated extraction of clinical information from echocardiography reports, discharge summaries, and catheterization records.
His research has been published in the European Heart Journal, JACC, Circulation, JAMA Cardiology, Nature Cardiovascular Research, and npj Digital Medicine, among others, and has been covered by Forbes, the Associated Press, Bloomberg, The Verge, and others. He has received multiple national and international awards for this work, including the Parmley Prize and a Finalist designation for the Elizabeth Barrett-Connor Research Award in Epidemiology and Prevention for Investigators in Training.
In his free time, Lovedeep enjoys reading, playing board games, and stargazing.
Departments & Organizations
Education & Training
- MHS
- Yale School of Medicine, Clinical Informatics and Data Science (2025)
- MBBS
- All India Institute of Medical Sciences (AIIMS), New Delhi (2020)
Research
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Overview
Medical Research Interests
ORCID
0000-0002-5664-4126- View Lab Website
Cardiovascular Data Science (CarDS) Lab
Research at a Glance
Yale Co-Authors
Publications Timeline
Research Interests
Rohan Khera, MD, MS
Arya Aminorroaya, MD, MPH
Harlan Krumholz, MD, SM
Evangelos K. Oikonomou, MD, DPhil
Aline Pedroso, PhD
Veer Sangha
Electronic Health Records
Machine Learning
Electrocardiography
Natural Language Processing
Deep Learning
Heart Failure
Publications
Featured Publications
Heart failure risk stratification using artificial intelligence applied to electrocardiogram images: a multinational study
Dhingra L, Aminorroaya A, Sangha V, Pedroso A, Asselbergs F, Brant L, Barreto S, Ribeiro A, Krumholz H, Oikonomou E, Khera R. Heart failure risk stratification using artificial intelligence applied to electrocardiogram images: a multinational study. European Heart Journal 2025, 46: 1044-1053. PMID: 39804243, PMCID: PMC12086686, DOI: 10.1093/eurheartj/ehae914.Peer-Reviewed Original ResearchCitationsAltmetricEnsemble Deep Learning Algorithm for Structural Heart Disease Screening Using Electrocardiographic Images PRESENT SHD
Dhingra L, Aminorroaya A, Sangha V, Pedroso A, Shankar S, Coppi A, Foppa M, Brant L, Barreto S, Ribeiro A, Krumholz H, Oikonomou E, Khera R. Ensemble Deep Learning Algorithm for Structural Heart Disease Screening Using Electrocardiographic Images PRESENT SHD. Journal Of The American College Of Cardiology 2025, 85: 1302-1313. PMID: 40139886, PMCID: PMC12199746, DOI: 10.1016/j.jacc.2025.01.030.Peer-Reviewed Original ResearchCitationsAltmetricArtificial Intelligence–Enabled Prediction of Heart Failure Risk From Single-Lead Electrocardiograms
Dhingra L, Aminorroaya A, Pedroso A, Khunte A, Sangha V, McIntyre D, Chow C, Asselbergs F, Brant L, Barreto S, Ribeiro A, Krumholz H, Oikonomou E, Khera R. Artificial Intelligence–Enabled Prediction of Heart Failure Risk From Single-Lead Electrocardiograms. JAMA Cardiology 2025, 10: 574-584. PMID: 40238120, PMCID: PMC12004248, DOI: 10.1001/jamacardio.2025.0492.Peer-Reviewed Original ResearchCitationsAltmetricUse of Wearable Devices in Individuals With or at Risk for Cardiovascular Disease in the US, 2019 to 2020
Dhingra L, Aminorroaya A, Oikonomou E, Nargesi A, Wilson F, Krumholz H, Khera R. Use of Wearable Devices in Individuals With or at Risk for Cardiovascular Disease in the US, 2019 to 2020. JAMA Network Open 2023, 6: e2316634. PMID: 37285157, PMCID: PMC10248745, DOI: 10.1001/jamanetworkopen.2023.16634.Peer-Reviewed Original ResearchCitationsAltmetricMultinational patterns of second line antihyperglycaemic drug initiation across cardiovascular risk groups: federated pharmacoepidemiological evaluation in LEGEND-T2DM
Khera R, Dhingra L, Aminorroaya A, Li K, Zhou J, Arshad F, Blacketer C, Bowring M, Bu F, Cook M, Dorr D, Duarte-Salles T, DuVall S, Falconer T, French T, Hanchrow E, Horban S, Lau W, Li J, Liu Y, Lu Y, Man K, Matheny M, Mathioudakis N, McLemore M, Minty E, Morales D, Nagy P, Nishimura A, Ostropolets A, Pistillo A, Posada J, Pratt N, Reyes C, Ross J, Seager S, Shah N, Simon K, Wan E, Yang J, Yin C, You S, Schuemie M, Ryan P, Hripcsak G, Krumholz H, Suchard M. Multinational patterns of second line antihyperglycaemic drug initiation across cardiovascular risk groups: federated pharmacoepidemiological evaluation in LEGEND-T2DM. BMJ Medicine 2023, 2: e000651. PMID: 37829182, PMCID: PMC10565313, DOI: 10.1136/bmjmed-2023-000651.Peer-Reviewed Original ResearchCitationsAltmetricCardiovascular Care Innovation through Data-Driven Discoveries in the Electronic Health Record
Dhingra L, Shen M, Mangla A, Khera R. Cardiovascular Care Innovation through Data-Driven Discoveries in the Electronic Health Record. The American Journal Of Cardiology 2023, 203: 136-148. PMID: 37499593, PMCID: PMC10865722, DOI: 10.1016/j.amjcard.2023.06.104.Peer-Reviewed Reviews, Practice Guidelines, Standards, and Consensus StatementsCitationsAltmetric
2026
Electrocardiogram-Based Deep Learning to Prioritize Testing for Transthyretin Amyloid Cardiomyopathy.
Croon P, Batinica B, Dhingra L, Choi R, Oikonomou E, Shankar S, Sangha V, van der Boon R, Michels M, van Ettinger M, Zwetsloot P, Teruya S, Gallegos Kattan C, Miller E, Noory N, Westin O, Fensman S, Poulsen S, Singh A, Balla S, Achten A, Vlachopoulos C, Antonopoulos A, Bruining N, Gillmore J, Maurer M, Ruberg F, Fontana M, Khera R. Electrocardiogram-Based Deep Learning to Prioritize Testing for Transthyretin Amyloid Cardiomyopathy. JAMA: The Journal Of The American Medical Association 2026 PMID: 42663420, PMCID: PMC13525484, DOI: 10.1001/jama.2026.16785.Peer-Reviewed Original ResearchAltmetricDEVELOPMENT AND MULTINATIONAL VALIDATION OF ARTIFICIAL INTELLIGENCE-ENABLED ASCVD RISK STRATIFICATION USING ELECTROCARDIOGRAMS
Batinica B, Oikonomou E, Pedroso A, Aminorroaya A, Barreto S, Brant L, Ribeiro A, Dhingra L, Khera R. DEVELOPMENT AND MULTINATIONAL VALIDATION OF ARTIFICIAL INTELLIGENCE-ENABLED ASCVD RISK STRATIFICATION USING ELECTROCARDIOGRAMS. American Journal Of Preventive Cardiology 2026, 101794. DOI: 10.1016/j.ajpc.2026.101794.Peer-Reviewed Original ResearchUse of Social Media for Health Information Among US Adults.
Pedroso A, Dhingra L, Khan M, Carter M, Aminorroaya A, Khera R. Use of Social Media for Health Information Among US Adults. JAMA: The Journal Of The American Medical Association 2026, 336: 336-339. PMID: 42377946, PMCID: PMC13320700, DOI: 10.1001/jama.2026.8682.Peer-Reviewed Original ResearchCitationsAltmetricWearable Devices and Data Sharing in the US
Pedroso A, Dhingra L, Aminorroaya A, Khera R. Wearable Devices and Data Sharing in the US. JAMA Network Open 2026, 9: e2617733. PMID: 42268609, PMCID: PMC13254737, DOI: 10.1001/jamanetworkopen.2026.17733.Peer-Reviewed Original ResearchCitationsAltmetric
Academic Achievements & Community Involvement
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Featured
honor 2025 William W. Parmley Young Author Achievement Award
03/28/2026International AwardJournal of the American College of Cardiology (JACC), American College of Cardiologyhonor Elizabeth Barrett-Connor Research Award in Epidemiology and Prevention for Investigators in Training (Finalist)
11/07/2025International AwardAmerican Heart Association, Council on Epidemiology and Preventionactivity Learning from each contact: AI-driven biomarkers from routine clinical care
11/07/2025 - 11/10/2025LectureAmerican Heart Association Scientific Sessions 2025DetailsNew Orleans, LA, United Statesactivity Who's your Audience Mr. Anderson? An end-user approach to EMR-based interventions
11/16/2024 - 11/18/2024LectureAmerican Heart Association Scientific Sessions 2024DetailsChicago, IL, United Statesactivity UK Research and Innovation – Medical Research Council (UKRI MRC)
2025 - PresentPeer Review Groups and Grant Study SectionsGrant Revieweractivity medRxiv
2021 - PresentPeer Review Groups and Grant Study SectionsAffiliate
Activities
activity Nature Communications
2026 - PresentJournal ServiceRevieweractivity Dutch Research Council (NWO), Talent Programme Veni – Applied and Engineering Sciences
2026 - PresentPeer Review Groups and Grant Study SectionsGrant Revieweractivity Dutch Heart Foundation (Hartstichting), postdoctoral grants
2026 - PresentPeer Review Groups and Grant Study SectionsGrant Revieweractivity npj Digital Medicine
2023 - PresentJournal ServiceRevieweractivity JAMA
2024 - PresentJournal ServiceReviewer
Honors
honor Early Career Investigator Travel Grant
11/11/2023International AwardAmerican Heart Association, Council on Quality of Care and Outcomes Researchhonor Yale-AWS Cloud Credits for Research Program Grant
04/01/2023Yale University AwardYale University and Amazon Web Serviceshonor All India Rank 10 among 300,000+ candidates, AIIMS MBBS Entrance Examination 2014
07/01/2014National AwardAll India Institute of Medical Sciences (AIIMS), New DelhiDetailsIndiahonor All India Rank 2 among 650,000+ candidates, All India Pre-Medical Test (AIPMT) 2014
06/01/2014National AwardCentral Board of Secondary Education (CBSE), Government of IndiaDetailsIndiahonor National Talent Search Examination (NTSE) Scholarship
11/01/2011National AwardNational Council of Educational Research and Training (NCERT), Government of IndiaDetailsIndia
News & Links
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News
- April 28, 2026
Choosing Safer Diabetes Medications for Older Adults
- March 16, 2026
Yale School of Medicine Faculty To Present New Cardiovascular Research at National Cardiology Conference
- February 11, 2026
Using AI to Guide AI
- January 23, 2025
New AI Tool Identifies Risk of Future Heart Failure
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