Machine Learning Techniques for Canine Myxomatous Mitral Valve Disease Classification: Integrating Anamnesis, Quality of Life Survey, and Physical Examination

Machine Learning Techniques for Canine Myxomatous Mitral Valve Disease Classification: Integrating Anamnesis, Quality of Life Survey, and Physical Examination

Myxomatous mitral valve disease (MMVD) is a prevalent canine cardiac disease typically diagnosed and classified using echocardiography. However, accessibility to this technique can be limited in first-opinion clinics. This study aimed to determine if machine learning techniques can classify MMVD acc...

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Bibliographic Details
Main Authors: Javier Engel-Manchado, José Alberto Montoya-Alonso, Luis Doménech, Oscar Monge-Utrilla, Yamir Reina-Doreste, Jorge Isidoro Matos, Alicia Caro-Vadillo, Laín García-Guasch, José Ignacio Redondo
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Veterinary Sciences
Subjects:
anamnesis
clinical diagnosis
machine learning
predictive model
myxomatous mitral valve disease
dog
Online Access:https://www.mdpi.com/2306-7381/11/3/118

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https://www.mdpi.com/2306-7381/11/3/118

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