AIMC Topic: Grooming

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Effectiveness of machine learning methods in detecting grooming: a systematic meta-analytic review.

Scientific reports Mar 15, 2025
This study presents a systematic review (SR) and meta-analysis (MA) on the use of machine learning (ML) methods for detecting online grooming, a form of manipulation and child sexual abuse. The SR identified 33 studies from IEEE, Web of Science, Scop...
Humans Machine Learning Support Vector Machine Grooming Child Abuse, Sexual Algorithms Child
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Detecting fine and elaborate movements with piezo sensors provides non-invasive access to overlooked behavioral components.

Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology Nov 11, 2021
Behavioral phenotyping devices have been successfully used to build ethograms, but many aspects of behavior remain out of reach of available phenotyping systems. We now report on a novel device, which consists in an open-field platform resting on hig...
Grooming Fear Movement Rats Machine Learning Heart Rate Mice Animals
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DeepEthogram, a machine learning pipeline for supervised behavior classification from raw pixels.

eLife Sep 2, 2021
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 are often scored manually, which is time-consuming, limited to few ...
Supervised Machine Learning Video Recording Pattern Recognition, Automated Kinetics Walking Grooming Social Behavior Drosophila melanogaster Motor Activity Animals Male Mice Mice, Inbred C57BL Image Processing, Computer-Assisted Female Reproducibility of Results Humans Neural Networks, Computer
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Action detection using a neural network elucidates the genetics of mouse grooming behavior.

eLife Mar 17, 2021
Automated detection of complex animal behaviors remains a challenging problem in neuroscience, particularly for behaviors that consist of disparate sequential motions. Grooming is a prototypical stereotyped behavior that is often used as an endopheno...
Mice Mice, Inbred C57BL Grooming Behavior, Animal Neural Networks, Computer Female Ethology Animals Machine Learning Male
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Honey bee hairs and pollenkitt are essential for pollen capture and removal.

Bioinspiration & biomimetics Mar 23, 2017
While insect grooming has been observed and documented for over one hundred years, we present the first quantitative analysis of this highly dynamic process. Pollinating insects, like honey bees, purposely cover themselves with millions of pollen par...
Biomimetic Materials Hair Adhesiveness Pollen Animals Pollination Grooming Video Recording Robotics Viscosity Bees
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Translational neuroscience applications for automated detection of rodent grooming with deep learning.

Lab animal Sep 1, 2021
Animals Neurosciences Deep Learning Rodentia Grooming
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Spontaneous withdrawal in intermittent morphine administration in rats and mice: effect of clonidine coadministration and sex-related differences.

Turkish journal of medical sciences Jan 1, 2015
BACKGROUND/AIM: Treating animals repeatedly with intermittent and increasing morphine doses has been suggested to allow some withdrawal during each dosing interval, which causes repeated stress. The present study aimed to test this hypothesis and ass...
Clonidine Grooming Mice, Inbred Strains Sex Factors Male Analgesics, Opioid Mice, Inbred BALB C Substance Withdrawal Syndrome Drug Administration Schedule Rats, Wistar Morphine Dose-Response Relationship, Drug Naloxone Female Analgesics Narcotic Antagonists Animals
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