Applying Machine Learning to Fetal Echocardiograms: A Novel Method for Predicting Critical Coarctation of the Aorta

Robert McRae, Matthew J. Magoon, Kathryn Virk, Aaron Phillips, Malika Waschman, Kaitlyn Freeman, Shiraz Maskatia, Nelangi Pinto, Patrick M. Boyle, Bhawna Arya

Open source

DOI
10.1016/j.echo.2026.04.016
Published
2026-09
Container
Journal of the American Society of Echocardiography
Publisher
Elsevier BV
Open access
unknown

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BibTeX

@article{allodium:10.1016/j.echo.2026.04.016,
  title = {Applying Machine Learning to Fetal Echocardiograms: A Novel Method for Predicting Critical Coarctation of the Aorta},
  author = {Robert McRae and Matthew J. Magoon and Kathryn Virk and Aaron Phillips and Malika Waschman and Kaitlyn Freeman and Shiraz Maskatia and Nelangi Pinto and Patrick M. Boyle and Bhawna Arya},
  year = {2026},
  journal = {Journal of the American Society of Echocardiography},
  doi = {10.1016/j.echo.2026.04.016},
  url = {https://doi.org/10.1016/j.echo.2026.04.016}
}

RIS

TY  - JOUR
TI  - Applying Machine Learning to Fetal Echocardiograms: A Novel Method for Predicting Critical Coarctation of the Aorta
AU  - Robert McRae
AU  - Matthew J. Magoon
AU  - Kathryn Virk
AU  - Aaron Phillips
AU  - Malika Waschman
AU  - Kaitlyn Freeman
AU  - Shiraz Maskatia
AU  - Nelangi Pinto
AU  - Patrick M. Boyle
AU  - Bhawna Arya
PY  - 2026
JO  - Journal of the American Society of Echocardiography
DO  - 10.1016/j.echo.2026.04.016
UR  - https://doi.org/10.1016/j.echo.2026.04.016
ER  - 

APA

McRae, R., Magoon, M. J., Virk, K., Phillips, A., Waschman, M., Freeman, K., Maskatia, S., Pinto, N., Boyle, P. M., & Arya, B. (2026). Applying Machine Learning to Fetal Echocardiograms: A Novel Method for Predicting Critical Coarctation of the Aorta. Journal of the American Society of Echocardiography. https://doi.org/10.1016/j.echo.2026.04.016

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