Measuring farm animal emotions—Sensor-based approaches

S Neethirajan, I Reimert, B Kemp - Sensors, 2021 - mdpi.com
Understanding animal emotions is a key to unlocking methods for improving animal welfare.
Currently there are no 'benchmarks' or any scientific assessments available for measuring …

Navigating regulatory pathways for translation of biologic cartilage repair products

RC Nordberg, GA Otarola, D Wang, JC Hu… - Science translational …, 2022 - science.org
Long-term clinical repair of articular cartilage remains elusive despite advances in cartilage
tissue engineering. Only one cartilage repair therapy classified as a “cellular and gene …

Facial expressions of pain in cats: the development and validation of a Feline Grimace Scale

MC Evangelista, R Watanabe, VSY Leung… - Scientific reports, 2019 - nature.com
Grimace scales have been used for pain assessment in different species. This study aimed
to develop and validate the Feline Grimace Scale (FGS) to detect naturally-occurring acute …

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 …

An update on animal models of intervertebral disc degeneration and low back pain: exploring the potential of artificial intelligence to improve research analysis and …

M Alini, AD Diwan, WM Erwin, CB Little, J Melrose - JOR spine, 2023 - Wiley Online Library
Animal models have been invaluable in the identification of molecular events occurring in
and contributing to intervertebral disc (IVD) degeneration and important therapeutic targets …

Fully automated deep learning models with smartphone applicability for prediction of pain using the Feline Grimace Scale

PV Steagall, BP Monteiro, S Marangoni, M Moussa… - Scientific Reports, 2023 - nature.com
This study used deep neural networks and machine learning models to predict facial
landmark positions and pain scores using the Feline Grimace Scale©(FGS). A total of 3447 …

Bridging the gap: Human emotions and animal emotions

M Mendl, V Neville, ES Paul - Affective Science, 2022 - Springer
Our experiences of the conscious mental states that we call emotions drive our interest in
whether such states also exist in other animals. Because linguistic report can be used as a …

Measurement properties of grimace scales for pain assessment in nonhuman mammals: a systematic review

MC Evangelista, BP Monteiro, PV Steagall - Pain, 2022 - journals.lww.com
Facial expressions of pain have been identified in several animal species. The aim of this
systematic review was to provide evidence on the measurement properties of grimace …

Towards machine recognition of facial expressions of pain in horses

PH Andersen, S Broomé, M Rashid, J Lundblad, K Ask… - Animals, 2021 - mdpi.com
Simple Summary Facial activity can convey valid information about the experience of pain in
a horse. However, scoring of pain in horses based on facial activity is still in its infancy and …

Current advances in assessment of dog's emotions, facial expressions, and their use for clinical recognition of pain

D Mota-Rojas, M Marcet-Rius, A Ogi… - Animals, 2021 - mdpi.com
Simple Summary In several species, facial expressions have been associated with positive
and negative emotions to communicate their mental state. In dogs, the interpretation of these …