Towards a fully automated surveillance of well-being status in laboratory mice using deep learning: Starting with facial expression analysis

Influence of Rater Training on Inter- and Intrarater Reliability When Using the Rat Grimace Scale

(2019) Emily Q Zhang et al.   Journal of the American Association for Laboratory Animal Science

Methods for interpreting and understanding deep neural networks

(2018) Grégoire Montavon et al.   DIGITAL SIGNAL PROCESSING

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

(2018) Alexander H Tuttle et al.   Molecular Pain

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

(2018) Emanuela Dalla Costa et al.   PLoS One

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

(2018) Katharina Hohlbaum et al.   PLoS One

Explaining nonlinear classification decisions with deep Taylor decomposition

(2017) Grégoire Montavon et al.   PATTERN RECOGNITION

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

(2017) Katharina Hohlbaum et al.   PLoS One

The Pathologist 2.0: An Update on Digital Pathology in Veterinary Medicine

(2017) Christof A. Bertram et al.   VETERINARY PATHOLOGY

The Sheep Grimace Scale as an indicator of post-operative distress and pain in laboratory sheep

(2017) C. Häger et al.   PLoS One

Using the mouse grimace scale and behaviour to assess pain in CBA mice following vasectomy

(2016) Amy L. Miller et al.   APPLIED ANIMAL BEHAVIOUR SCIENCE

Unreasonable effectiveness of learning neural networks: From accessible states and robust ensembles to basic algorithmic schemes

(2016) Carlo Baldassi et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Facial Indicators of Positive Emotions in Rats

(2016) Kathryn Finlayson et al.   PLoS One

Irritant Volatile Anesthetics Induce Neurogenic Inflammation Through TRPA1 and TRPV1 Channels in the Isolated Mouse Trachea

(2015) Tatjana I. Kichko et al.   ANESTHESIA AND ANALGESIA

Pain evaluation in dairy cattle

(2015) Karina Bech Gleerup et al.   APPLIED ANIMAL BEHAVIOUR SCIENCE

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Deep learning

(2015) Yann LeCun et al.   NATURE

The Mouse Grimace Scale: A Clinically Useful Tool?

(2015) Amy L. Miller et al.   PLoS One

Mouse aversion to isoflurane versus carbon dioxide gas

(2014) Carly M. Moody et al.   APPLIED ANIMAL BEHAVIOUR SCIENCE

Evaluation of facial expression in acute pain in cats

(2014) E. Holden et al.   JOURNAL OF SMALL ANIMAL PRACTICE

FELASA recommendations for the health monitoring of mouse, rat, hamster, guinea pig and rabbit colonies in breeding and experimental units

(2014) et al.   LABORATORY ANIMALS

Development of the Horse Grimace Scale (HGS) as a Pain Assessment Tool in Horses Undergoing Routine Castration

(2014) Emanuela Dalla Costa et al.   PLoS One

Assessment of postsurgical distress and pain in laboratory mice by nest complexity scoring

(2013) Paulin Jirkof et al.   LABORATORY ANIMALS

Comparative Effects of Vasectomy Surgery and Buprenorphine Treatment on Faecal Corticosterone Concentrations and Behaviour Assessed by Manual and Automated Analysis Methods in C57 and C3H Mice

(2013) Sian Wright-Williams et al.   PLoS One

Facial expressions of mice in aggressive and fearful contexts

(2012) Erwin B. Defensor et al.   PHYSIOLOGY & BEHAVIOR

The Assessment of Post-Vasectomy Pain in Mice Using Behaviour and the Mouse Grimace Scale

(2012) Matthew C. Leach et al.   PLoS One

Evaluation of EMLA Cream for Preventing Pain during Tattooing of Rabbits: Changes in Physiological, Behavioural and Facial Expression Responses

(2012) Stephanie C. J. Keating et al.   PLoS One

A guide to defining and implementing protocols for the welfare assessment of laboratory animals: eleventh report of the BVAAWF/FRAME/RSPCA/UFAW Joint Working Group on Refinement

(2010) P Hawkins et al.   LABORATORY ANIMALS

Taming anxiety in laboratory mice

(2010) Jane L Hurst et al.   NATURE METHODS

Coding of facial expressions of pain in the laboratory mouse

(2010) Dale J Langford et al.   NATURE METHODS

General anesthetics activate a nociceptive ion channel to enhance pain and inflammation

(2008) J. A. Matta et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA