Machine learning-based risk prediction model for canine myxomatous mitral valve disease using electronic health record data

IntroductionMyxomatous mitral valve disease (MMVD) is the most common cause of heart failure in dogs, and assessing the risk of heart failure in dogs with MMVD is often challenging. Machine learning applied to electronic health records (EHRs) is an effective tool for predicting prognosis in the medi...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Frontiers in Veterinary Science
المؤلفون الرئيسيون: Yunji Kim, Jaejin Kim, Sehoon Kim, Hwayoung Youn, Jihye Choi, Kyoungwon Seo
التنسيق: مقال
اللغة:الإنجليزية
منشور في: Frontiers Media S.A. 2023-08-01
الموضوعات:
canine
artificial intelligence
feature ranking
heart failure
random forest
الوصول للمادة أونلاين:https://www.frontiersin.org/articles/10.3389/fvets.2023.1189157/full

الانترنت

https://www.frontiersin.org/articles/10.3389/fvets.2023.1189157/full

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