From Prediction to Precision: Explainable AI-Driven Insights for Targeted Treatment in Equine Colic

Colic is a leading cause of mortality in horses, demanding precise and timely interventions. This study integrates machine learning and explainable artificial intelligence (XAI) to predict survival outcomes in horses with colic, using clinical, procedural, and diagnostic data. Random forest and XGBo...

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Bibliographic Details
Main Authors: Bekir Cetintav, Ahmet Yalcin
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Animals
Subjects:
Online Access:https://www.mdpi.com/2076-2615/15/2/126
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