Article

LabGrymace: Automated Analysis of Mouse Grimace for Quantitative Assessment of Pain Dynamics

2026-08-06

Abstract excerpt

<h4>ABSTRACT</h4> Accurate assessment of pain in animal models is essential for understanding pain mechanisms, developing analgesics, and ensuring animal welfare. The Mouse Grimace Scale (MGS) provides a sensitive, non-invasive measure of spontaneous pain by quantifying pain-related facial expressions, but its utility is limited by labor-intensive manual scoring, observer variability, and reliance on static image...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 78a3ac7b-c786-5d6b-82d5-492c104f9c03
DOI: 10.64898/2026.07.31.742042

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

LabGrymace: Automated Analysis of Mouse Grimace for Quantitative Assessment of Pain DynamicsDOI 10.64898/2026.07.31.742042Read

Development and validation of PainFace, a software platform that simplifies and standardizes mouse grimace analysesSemantic proximity Read

Automatic pain face analysis in mice: Applied to a varied dataset with non-standardized conditionsSemantic proximity Read

Machine Learning Guided Video Analysis Identifies Sound-Evoked Pain Behaviors from Facial Grimace and Body Cues in MiceSemantic proximity Read

A high-throughput machine vision-based univariate scale for pain and analgesia in miceSemantic proximity Read

VECTR-Clasp: An open machine learning and vector-based framework for objective quantification of hind-limb clasping and motor dysfunction in <i>Cdkl5</i> -deficient miceSemantic proximity Read

A systematic review and meta-analysis of the effect of experimental pain on rat grimace scale scoresSemantic proximity Read

Simple Behavioral Analysis (SimBA) – an open source toolkit for computer classification of complex social behaviors in experimental animalsSemantic proximity Read

REVEALS: An Open Source Multi Camera GUI For Rodent Behavior AcquisitionSemantic proximity Read

Action detection using a neural network elucidates the genetics of mouse grooming behaviorSemantic proximity Read

Action detection using a neural network elucidates the genetics of mouse grooming behaviorSemantic proximity Read

Modeling behavior to disentangle motion-related effects in functional ultrasound imaging in awake, head-fixed miceSemantic proximity Read

A toolbox for automated video analysis of rodents engaged in string-pulling: Phenotyping motor behavior of mice for sensory, whole-body and bimanual skilled hand functionSemantic proximity Read