Deep learning framework for vertebral heart size and cardiothoracic ratio estimation in dogs and cats using thoracic radiographs

IntroductionHeart disease is a major cause of mortality in aging dogs and cats, with cardiomegaly being the most frequent radiographic finding. While deep learning methods have shown potential in detecting and quantifying cardiomegaly, their integration into clinical veterinary practice remains limi...

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Päätekijät:	Habtamu Tilahun Mekonnen, Núria Puig, Alejandro Elson, Elena López, Paula Martínez, Selene Campos, Francisco Hernández, Daniel Mayor, Jorge Quilis, Xavier Cufí, Jordi Freixenet, Arnau Oliver, Xavier Lladó, Robert Martí
Aineistotyyppi:	Artigo
Kieli:	Inglês
Julkaistu:	Frontiers Media S.A. 2025-09-01
Sarja:	Frontiers in Veterinary Science
Aiheet:	dogs cats cardiomegaly thoracic radiography vertebral heart scale cardiothoracic ratio
Linkit:	https://www.frontiersin.org/articles/10.3389/fvets.2025.1612338/full
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