Automated acute pain prediction in domestic goats using deep learning-based models on video-recordings

Automated acute pain prediction in domestic goats using deep learning-based models on video-recordings

Abstract Facial expressions are essential in animal communication, and facial expression-based pain scales have been developed for different species. Automated pain recognition offers a valid alternative to manual annotation with growing evidence across species. This study applied machine learning (...

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Bibliographic Details
Main Authors: Ludovica Chiavaccini, Anjali Gupta, Nicole Anclade, Guido Chiavaccini, Chiara De Gennaro, Alanna N. Johnson, Diego A. Portela, Marta Romano, Enzo Vettorato, Daniela Luethy
Format: Article
Language:English
Published: Nature Portfolio 2024-11-01
Series:Scientific Reports
Subjects:
Artificial intelligence
Acute pain
Deep learning
Facial expression
Goats
Pain measurement
Online Access:https://doi.org/10.1038/s41598-024-78494-0
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