Deep Learning-Based Grimace Scoring Is Comparable to Human Scoring in a Mouse Migraine Model

Pain assessment is essential for preclinical and clinical studies on pain. The mouse grimace scale (MGS), consisting of five grimace action units, is a reliable measurement of spontaneous pain in mice. However, MGS scoring is labor-intensive and time-consuming. Deep learning can be applied for the a...

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Detalles Bibliográficos
Autores principales: Chiang, Chih-Yi, Chen, Yueh-Peng, Tzeng, Hung-Ruei, Chang, Man-Hsin, Chiou, Lih-Chu, Pei, Yu-Cheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9225619/
https://www.ncbi.nlm.nih.gov/pubmed/35743636
http://dx.doi.org/10.3390/jpm12060851

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9225619/
https://www.ncbi.nlm.nih.gov/pubmed/35743636
http://dx.doi.org/10.3390/jpm12060851

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