Deep learning to detect left ventricular structural abnormalities in chest X-rays

Bhave, S., Rodriguez, V., Poterucha, T., Mutasa, S., Aberle, D., Capaccione, K. M., Chen, Y., Dsouza, B., Dumeer, S., Goldstein, J., Hodes, A., Leb, J., Lungren, M., Miller, M., Monoky, D., Navot, B., Wattamwar, K., Wattamwar, A., Clerkin, K., … Elias, P. (2024). Deep learning to detect left ventricular structural abnormalities in chest X-rays. European Heart Journal, 45(22), 2002–2012. https://doi.org/10.1093/eurheartj/ehad782
Authors:
Shreyas Bhave
Víctor Zamora
Timothy J. Poterucha
Simukayi Mutasa
Dwight Aberle
Kathleen M. Capaccione
Yibo Chen
Belinda D’Souza
Shifali Dumeer
Jonathan Goldstein
Aaron Hodes
Jay Leb
Matthew P. Lungren
Mitchell D. Miller
David Monoky
Benjamin Navot
Kapil Wattamwar
Anoop Wattamwar
K. Clerkin
David Ouyang
Euan A. Ashley
Veli K. Topkara
Mathew Maurer
Andrew J. Einstein
Nir Uriel
Shun Kohsaka
Allan Schwartz
Diego Jaramillo
Adler Perotte
Pierre Elias
Affiliated Authors:
Shreyas Bhave
Víctor Zamora
Timothy J. Poterucha
Simukayi Mutasa
Dwight Aberle
Kathleen M. Capaccione
Belinda D’Souza
Shifali Dumeer
Jonathan Goldstein
Jay Leb
Benjamin Navot
K. Clerkin
Veli K. Topkara
Mathew Maurer
Andrew J. Einstein
Nir Uriel
Shun Kohsaka
Allan Schwartz
Diego Jaramillo
Adler Perotte
Pierre Elias
Columbia Affiliation:
Subjects:
Deep Learning (MeSH)
Hypertrophy, Left Ventricular (MeSH)
Radiography, Thoracic (MeSH)
Recommendations for Cardiac Chamber Quantification by Echocardiography (OpenAlex Topic)
Advanced Cardiac Imaging Techniques and Diagnostics (OpenAlex Topic)
Analysis of Cardiac and Respiratory Sounds (OpenAlex Topic)
Author Keywords:
deep learning
chest x-rays
early detection
heart failure
dilated left ventricle
left ventricular hypertrophy
elink
Publication Type:
Article
Unique ID:
10.1093/eurheartj/ehad782
PMID:
38503537
DOI:
10.1093/eurheartj/ehad782
Journal:
European Heart Journal
Publication Date:
Data Source:
OpenAlex
Source Link:
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