The development and use of facial grimace scales for pain measurement in animals

JS Mogil, DSJ Pang, GGS Dutra… - … & Biobehavioral Reviews, 2020 - Elsevier
The measurement of pain in animals is surprisingly complex, and remains a critical issue in
veterinary care and biomedical research. Based on the known utility of pain measurement …

Improving quality of science through better animal welfare: the NC3Rs strategy

MJ Prescott, K Lidster - Lab animal, 2017 - nature.com
Good animal welfare is linked to the quality of research data derived from laboratory
animals, their validity as models of human disease, the number of animals required to reach …

A review of pain assessment methods in laboratory rodents

PV Turner, DSJ Pang, JLS Lofgren - Comparative medicine, 2019 - ingentaconnect.com
Ensuring that laboratory rodent pain is well managed underpins the ethical acceptability of
working with these animals in research. Appropriate treatment of pain in laboratory rodents …

A deep neural network to assess spontaneous pain from mouse facial expressions

AH Tuttle, MJ Molinaro, JF Jethwa… - Molecular …, 2018 - journals.sagepub.com
Grimace scales quantify characteristic facial expressions associated with spontaneous pain
in rodents and other mammals. However, these scales have not been widely adopted …

Severity classification of repeated isoflurane anesthesia in C57BL/6JRj mice—Assessing the degree of distress

K Hohlbaum, B Bert, S Dietze, R Palme, H Fink… - PloS one, 2017 - journals.plos.org
According to the EU Directive 2010/63, the severity of a procedure has to be classified as
mild, moderate or severe. General anesthesia is thought to be mild, but the Directive does …

Conceptual and methodological issues relating to pain assessment in mammals: The development and utilisation of pain facial expression scales

KM McLennan, AL Miller, E Dalla Costa… - Applied Animal …, 2019 - Elsevier
Effective management of pain is critical to the improvement of animal welfare. For this to
happen, pain must be recognised and assessed in a variety of contexts. Pain is a complex …

The utility of grimace scales for practical pain assessment in laboratory animals

D Mota-Rojas, A Olmos-Hernández… - Animals, 2020 - mdpi.com
Simple Summary Grimace scales for laboratory animals were first reported ten years ago.
Yet, despite their promise as pain assessment tools it appears that they have not been …

Effects of untreated pain, anesthesia, and analgesia in animal experimentation

P Jirkof, H Potschka - … design and reproducibility in preclinical animal …, 2021 - Springer
A potential cause of suffering in animal experimentation is pain induced by procedures,
diseases, and injuries. Pain is not only nociception, the sensory nervous system's response …

Impact of repeated anesthesia with ketamine and xylazine on the well-being of C57BL/6JRj mice

K Hohlbaum, B Bert, S Dietze, R Palme, H Fink… - PloS one, 2018 - journals.plos.org
Within the scope of the 3Rs of Russel and Burch, the number of laboratory animals can be
reduced by repeated use of an animal. This strategy only becomes relevant, if the total …

From facial expressions to algorithms: a narrative review of animal pain recognition technologies

L Chiavaccini, A Gupta, G Chiavaccini - Frontiers in Veterinary …, 2024 - frontiersin.org
Facial expressions are essential for communication and emotional expression across
species. Despite the improvements brought by tools like the Horse Grimace Scale (HGS) in …