The future of rodent models in depression research
Currently, over 300 million people worldwide have depression, and the socioeconomic
burden of this debilitating disorder is anticipated to increase markedly over the coming …
burden of this debilitating disorder is anticipated to increase markedly over the coming …
Open-source tools for behavioral video analysis: Setup, methods, and best practices
Recently developed methods for video analysis, especially models for pose estimation and
behavior classification, are transforming behavioral quantification to be more precise …
behavior classification, are transforming behavioral quantification to be more precise …
[HTML][HTML] Chaperone-mediated autophagy prevents collapse of the neuronal metastable proteome
M Bourdenx, A Martín-Segura, A Scrivo… - Cell, 2021 - cell.com
Components of the proteostasis network malfunction in aging, and reduced protein quality
control in neurons has been proposed to promote neurodegeneration. Here, we investigate …
control in neurons has been proposed to promote neurodegeneration. Here, we investigate …
Deep learning-based behavioral analysis reaches human accuracy and is capable of outperforming commercial solutions
O Sturman, L von Ziegler, C Schläppi, F Akyol… - …, 2020 - nature.com
To study brain function, preclinical research heavily relies on animal monitoring and the
subsequent analyses of behavior. Commercial platforms have enabled semi high …
subsequent analyses of behavior. Commercial platforms have enabled semi high …
DeepEthogram, a machine learning pipeline for supervised behavior classification from raw pixels
Videos of animal behavior are used to quantify researcher-defined behaviors of interest to
study neural function, gene mutations, and pharmacological therapies. Behaviors of interest …
study neural function, gene mutations, and pharmacological therapies. Behaviors of interest …
Breakdown of spatial coding and interneuron synchronization in epileptic mice
Temporal lobe epilepsy causes severe cognitive deficits, but the circuit mechanisms remain
unknown. Interneuron death and reorganization during epileptogenesis may disrupt the …
unknown. Interneuron death and reorganization during epileptogenesis may disrupt the …
AmadeusGPT: a natural language interface for interactive animal behavioral analysis
The process of quantifying and analyzing animal behavior involves translating the naturally
occurring descriptive language of their actions into machine-readable code. Yet, codifying …
occurring descriptive language of their actions into machine-readable code. Yet, codifying …
CowXNet: An automated cow estrus detection system
Estrus detection is essential for dairy farms to take cows for artificial insemination promptly.
Conventional approaches for detecting estrus cows use electronic devices attached to cows …
Conventional approaches for detecting estrus cows use electronic devices attached to cows …
BehaviorDEPOT is a simple, flexible tool for automated behavioral detection based on markerless pose tracking
Quantitative descriptions of animal behavior are essential to study the neural substrates of
cognitive and emotional processes. Analyses of naturalistic behaviors are often performed …
cognitive and emotional processes. Analyses of naturalistic behaviors are often performed …
Going deeper than tracking: A survey of computer-vision based recognition of animal pain and emotions
Advances in animal motion tracking and pose recognition have been a game changer in the
study of animal behavior. Recently, an increasing number of works go 'deeper'than tracking …
study of animal behavior. Recently, an increasing number of works go 'deeper'than tracking …