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Veer Sangha, DPhil Student

Veer Sangha BSc

DPhil Student

Biography

Veer is pursuing an Engineering DPhil with the Computational Health Informatics (CHI) Lab, where he is supervised by Professor David Clifton.

Veer is passionate about AI-driven innovation in healthcare. He previously completed his BS in Computer Science at Yale University, where he worked with the Cardiovascular Data Science Lab to develop AI-enabled technologies to make the detection of cardiovascular disease more accessible in resource-limited settings across the world. He was awarded a Rhodes Scholarship.

Awards and Prizes

  • Rhodes Scholarship
  • American Heart Association (AHA) Elizabeth Barrett-Connor Research Award in Epidemiology and Prevention for Investigators in Training, Winner
  • Quality of Care Outcomes and Research (QCOR) Early Career Investigator Award, Finalist

Research Interests

Veer's interests include utilizing AI for the analysis of multiple modalities of clinical data from the EHR.

ORCiD

Related Academics

Publications

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

Altmetric score is
BibTeX View PDF
@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)

Altmetric score is
BibTeX View PDF
@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

Altmetric score is
BibTeX View PDF
@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

Altmetric score is
BibTeX View PDF
@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)

Altmetric score is
BibTeX View PDF
@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)

Altmetric score is
BibTeX View PDF
@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"
}

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

Altmetric score is
BibTeX View PDF
@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

Altmetric score is
BibTeX View PDF
@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)

Altmetric score is
BibTeX View PDF
@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)

Altmetric score is
BibTeX View PDF
@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"
}
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