Can grimace scales estimate the pain status in horses and mice? A statistical approach to identify a classifier

Pain recognition is fundamental for safeguarding animal welfare. Facial expressions have been investigated in several species and grimace scales have been developed as pain assessment tool in many species including horses (HGS) and mice (MGS). This study is intended to progress the validation of gri...

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Veröffentlicht in:	PloS one 2018-08, Vol.13 (8), p.e0200339
Hauptverfasser:	Dalla Costa, Emanuela, Pascuzzo, Riccardo, Leach, Matthew C, Dai, Francesca, Lebelt, Dirk, Vantini, Simone, Minero, Michela
Format:	Artikel
Sprache:	eng
Schlagworte:	Analysis Anesthesia, General Anesthetics, Local - administration & dosage Animal welfare Animals Biology and Life Sciences Bupivacaine - administration & dosage Classification Classifiers Discriminant Analysis Ear - physiology Facial Expression Horses Image analysis Image processing Laboratories Male Medicine and Health Sciences Methods Mice Nose - physiology Object recognition Ostomy Pain Pain - pathology Pain management Pain Measurement - methods Physical Sciences Physiology Reliability analysis Research and Analysis Methods Statistics Support Vector Machine Support vector machines Validity Vasectomy
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