Showing 23 publications by Veer Sangha
Artificial Intelligence-Enhanced Risk Stratification of Cancer Therapeutics-Related Cardiac Dysfunction Using Electrocardiographic Images.
Oikonomou EK, Sangha V, Dhingra LS, Aminorroaya A, Coppi A et al. (2025), Circulation. Cardiovascular quality and outcomes, 18(1), e011504
BibTeX
@article{artificialintel-2025/1,
title={Artificial Intelligence-Enhanced Risk Stratification of Cancer Therapeutics-Related Cardiac Dysfunction Using Electrocardiographic Images.},
author={Oikonomou EK, Sangha V, Dhingra LS, Aminorroaya A, Coppi A et al.},
journal={Circulation. Cardiovascular quality and outcomes},
volume={18},
pages={e011504},
year = "2025"
}
Heart failure risk stratification using artificial intelligence applied to electrocardiogram images: a multinational study
Dhingra LS, Aminorroaya A, Sangha V, Pedroso AF, Asselbergs FW et al. (2025), European Heart Journal
BibTeX
@article{heartfailureris-2025/1,
title={Heart failure risk stratification using artificial intelligence applied to electrocardiogram images: a multinational study},
author={Dhingra LS, Aminorroaya A, Sangha V, Pedroso AF, Asselbergs FW et al.},
journal={European Heart Journal},
number={ehae914},
publisher={Oxford University Press},
year = "2025"
}
An Ensemble Deep Learning Algorithm for Structural Heart Disease Screening Using Electrocardiographic Images: PRESENT SHD.
Dhingra LS, Aminorroaya A, Sangha V, Pedroso AF, Shankar SV et al. (2024)
BibTeX
@misc{anensembledeepl-2024/12,
title={An Ensemble Deep Learning Algorithm for Structural Heart Disease Screening Using Electrocardiographic Images: PRESENT SHD.},
author={Dhingra LS, Aminorroaya A, Sangha V, Pedroso AF, Shankar SV et al.},
year = "2024"
}
Artificial Intelligence Applications for Electrocardiography to Define New Digital Biomarkers of Cardiovascular Risk.
Sangha V & Khera R (2024), Circulation. Cardiovascular quality and outcomes, 17(12), e011483
BibTeX
@article{artificialintel-2024/12,
title={Artificial Intelligence Applications for Electrocardiography to Define New Digital Biomarkers of Cardiovascular Risk.},
author={Sangha V & Khera R},
journal={Circulation. Cardiovascular quality and outcomes},
volume={17},
pages={e011483},
year = "2024"
}
Biometric contrastive learning for data-efficient deep learning from electrocardiographic images.
Sangha V, Khunte A, Holste G, Mortazavi BJ, Wang Z et al. (2024), Journal of the American Medical Informatics Association : JAMIA, 31(4), 855-865
BibTeX
@article{biometriccontra-2024/4,
title={Biometric contrastive learning for data-efficient deep learning from electrocardiographic images.},
author={Sangha V, Khunte A, Holste G, Mortazavi BJ, Wang Z et al.},
journal={Journal of the American Medical Informatics Association : JAMIA},
volume={31},
pages={855-865},
year = "2024"
}
A Multicenter Evaluation of the Impact of Therapies on Deep Learning-based Electrocardiographic Hypertrophic Cardiomyopathy Markers.
Dhingra LS, Sangha V, Aminorroaya A, Bryde R, Gaballa A et al. (2024)
BibTeX
@misc{amulticentereva-2024/3,
title={A Multicenter Evaluation of the Impact of Therapies on Deep Learning-based Electrocardiographic Hypertrophic Cardiomyopathy Markers.},
author={Dhingra LS, Sangha V, Aminorroaya A, Bryde R, Gaballa A et al.},
year = "2024"
}
Augmenting reality in echocardiography.
Sangha V (2024), Heart (British Cardiac Society), 110(6), 387-388
BibTeX
@article{augmentingreali-2024/2,
title={Augmenting reality in echocardiography.},
author={Sangha V},
journal={Heart (British Cardiac Society)},
volume={110},
pages={387-388},
year = "2024"
}
Biometric contrastive learning for data-efficient deep learning from electrocardiographic images
Sangha V, Khunte A, Holste G, Mortazavi BJ, Wang Z et al. (2024), medRxiv, 31(4), 855-865
BibTeX
@inproceedings{biometriccontra-2024/1,
title={Biometric contrastive learning for data-efficient deep learning from electrocardiographic images},
author={Sangha V, Khunte A, Holste G, Mortazavi BJ, Wang Z et al.},
pages={855-865},
year = "2024"
}
Automated Diagnostic Reports from Images of Electrocardiograms at the Point-of-Care
Khunte A, Sangha V, Oikonomou E, Dhingra LS, Aminorroaya A et al. (2024)
BibTeX
@misc{automateddiagno-2024/,
title={Automated Diagnostic Reports from Images of Electrocardiograms at the Point-of-Care},
author={Khunte A, Sangha V, Oikonomou E, Dhingra LS, Aminorroaya A et al.},
year = "2024"
}
Scalable Risk Stratification for Heart Failure Using Artificial Intelligence applied to 12-lead Electrocardiographic Images: A Multinational Study
Dhingra L, Aminorroaya A, Sangha V, Camargos AP, Asselbergs F et al. (2024)
BibTeX
@misc{scalableriskstr-2024/,
title={Scalable Risk Stratification for Heart Failure Using Artificial Intelligence applied to 12-lead Electrocardiographic Images: A Multinational Study},
author={Dhingra L, Aminorroaya A, Sangha V, Camargos AP, Asselbergs F et al.},
year = "2024"
}
Artificial Intelligence Applied to Electrocardiographic Images for Scalable Screening of Transthyretin Amyloid Cardiomyopathy
Sangha V, Oikonomou E & Khera R (2024)
BibTeX
@misc{artificialintel-2024/,
title={Artificial Intelligence Applied to Electrocardiographic Images for Scalable Screening of Transthyretin Amyloid Cardiomyopathy},
author={Sangha V, Oikonomou E & Khera R},
year = "2024"
}
Detection of Left Ventricular Systolic Dysfunction From Electrocardiographic Images.
Sangha V, Nargesi AA, Dhingra LS, Khunte A, Mortazavi BJ et al. (2023), Circulation, 148(9), 765-777
BibTeX
@article{detectionofleft-2023/8,
title={Detection of Left Ventricular Systolic Dysfunction From Electrocardiographic Images.},
author={Sangha V, Nargesi AA, Dhingra LS, Khunte A, Mortazavi BJ et al.},
journal={Circulation},
volume={148},
pages={765-777},
year = "2023"
}
Detection of left ventricular systolic dysfunction from single-lead electrocardiography adapted for portable and wearable devices.
Khunte A, Sangha V, Oikonomou EK, Dhingra LS, Aminorroaya A et al. (2023), NPJ digital medicine, 6(1), 124
BibTeX
@article{detectionofleft-2023/7,
title={Detection of left ventricular systolic dysfunction from single-lead electrocardiography adapted for portable and wearable devices.},
author={Khunte A, Sangha V, Oikonomou EK, Dhingra LS, Aminorroaya A et al.},
journal={NPJ digital medicine},
volume={6},
pages={124},
year = "2023"
}
Biometric Contrastive Learning for Data-Efficient Deep Learning from Electrocardiographic Images
Sangha V, Khunte A, Holste G, Mortazavi B, Wang Z et al. (2023)
BibTeX
@misc{biometriccontra-2023/,
title={Biometric Contrastive Learning for Data-Efficient Deep Learning from Electrocardiographic Images},
author={Sangha V, Khunte A, Holste G, Mortazavi B, Wang Z et al.},
year = "2023"
}
Identification of Hypertrophic Cardiomyopathy on Electrocardiographic Images with Deep Learning
Sangha V, Dhingra LS, Oikonomou E, Aminorroaya A, Sikand N et al. (2023)
BibTeX
@misc{identificationo-2023/,
title={Identification of Hypertrophic Cardiomyopathy on Electrocardiographic Images with Deep Learning},
author={Sangha V, Dhingra LS, Oikonomou E, Aminorroaya A, Sikand N et al.},
year = "2023"
}
Deep Learning-enabled Detection of Aortic Stenosis from Noisy Single Lead Electrocardiograms
Aminorroaya A, Dhingra L, Sangha V, Oikonomou E, Khunte A et al. (2023)
BibTeX
@misc{deeplearningena-2023/,
title={Deep Learning-enabled Detection of Aortic Stenosis from Noisy Single Lead Electrocardiograms},
author={Aminorroaya A, Dhingra L, Sangha V, Oikonomou E, Khunte A et al.},
year = "2023"
}
Study Protocol for the Pilot Evaluation for SMartphone-adaptable Artificial Intelligence for PRediction and DeTection of Left Ventricular Systolic Dysfunction (The SMART-LV Pilot Study Protocol)
Dhingra LS, Aminorroaya A, Sangha V, Khunte A, Oikonomou E et al. (2023)
BibTeX
@misc{studyprotocolfo-2023/,
title={Study Protocol for the Pilot Evaluation for SMartphone-adaptable Artificial Intelligence for PRediction and DeTection of Left Ventricular Systolic Dysfunction (The SMART-LV Pilot Study Protocol)},
author={Dhingra LS, Aminorroaya A, Sangha V, Khunte A, Oikonomou E et al.},
year = "2023"
}
County-level variation in cardioprotective antihyperglycemic prescribing among medicare beneficiaries.
Hanna J, Nargesi AA, Essien UR, Sangha V, Lin Z et al. (2022), American journal of preventive cardiology, 11, 100370
BibTeX
@article{countylevelvari-2022/9,
title={County-level variation in cardioprotective antihyperglycemic prescribing among medicare beneficiaries.},
author={Hanna J, Nargesi AA, Essien UR, Sangha V, Lin Z et al.},
journal={American journal of preventive cardiology},
volume={11},
pages={100370},
year = "2022"
}
A multicenter evaluation of computable phenotyping approaches for SARS-CoV-2 infection and COVID-19 hospitalizations.
Khera R, Mortazavi BJ, Sangha V, Warner F, Patrick Young H et al. (2022), NPJ digital medicine, 5(1), 27
BibTeX
@article{amulticentereva-2022/3,
title={A multicenter evaluation of computable phenotyping approaches for SARS-CoV-2 infection and COVID-19 hospitalizations.},
author={Khera R, Mortazavi BJ, Sangha V, Warner F, Patrick Young H et al.},
journal={NPJ digital medicine},
volume={5},
pages={27},
year = "2022"
}
Automated multilabel diagnosis on electrocardiographic images and signals.
Sangha V, Mortazavi BJ, Haimovich AD, Ribeiro AH, Brandt CA et al. (2022), Nature communications, 13(1), 1583
BibTeX
@article{automatedmultil-2022/3,
title={Automated multilabel diagnosis on electrocardiographic images and signals.},
author={Sangha V, Mortazavi BJ, Haimovich AD, Ribeiro AH, Brandt CA et al.},
journal={Nature communications},
volume={13},
pages={1583},
year = "2022"
}
Detection of Left Ventricular Systolic Dysfunction from Single-Lead Electrocardiography Adapted for Wearable Devices
Khunte A, Sangha V, Oikonomou E, Dhingra L, Aminorroaya A et al. (2022)
BibTeX
@misc{detectionofleft-2022/,
title={Detection of Left Ventricular Systolic Dysfunction from Single-Lead Electrocardiography Adapted for Wearable Devices},
author={Khunte A, Sangha V, Oikonomou E, Dhingra L, Aminorroaya A et al.},
year = "2022"
}
Patterns of Prescribing Sodium-Glucose Cotransporter-2 Inhibitors for Medicare Beneficiaries in the United States.
Sangha V, Lipska K, Lin Z, Inzucchi SE, McGuire DK et al. (2021), Circulation. Cardiovascular quality and outcomes, 14(12), e008381
BibTeX
@article{patternsofpresc-2021/12,
title={Patterns of Prescribing Sodium-Glucose Cotransporter-2 Inhibitors for Medicare Beneficiaries in the United States.},
author={Sangha V, Lipska K, Lin Z, Inzucchi SE, McGuire DK et al.},
journal={Circulation. Cardiovascular quality and outcomes},
volume={14},
pages={e008381},
year = "2021"
}
Detection of Left Ventricular Systolic Dysfunction from Electrocardiographic Images
Sangha V, Nargesi AA, Dhingra LS, Khunte A, Mortazavi BJ et al. (0)
BibTeX
@misc{detectionofleft-/,
title={Detection of Left Ventricular Systolic Dysfunction from Electrocardiographic Images},
author={Sangha V, Nargesi AA, Dhingra LS, Khunte A, Mortazavi BJ et al.}
}