Article

Balancing ethics and statistics: Machine learning facilitates highly accurate classification of mice according to their trait anxiety with reduced sample sizes

2025-07-22

Abstract excerpt

<title>Abstract</title> <p>Understanding how individual differences influence vulnerability to disease and responses to pharmacological treatments represents one of the main challenges in behavioral neuroscience. Nevertheless, inter-individual variability and sex-specific patterns have been long disregarded in preclinical studies of anxiety and stress disorders. Recently, we established a model of trait anxiety t...

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Literature Corpus work: e18a55f0-cb29-5c20-a293-464a5bcde89b
DOI: 10.21203/rs.3.rs-5976232/v1

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Balancing ethics and statistics: Machine learning facilitates highly accurate classification of mice according to their trait anxiety with reduced sample sizesDOI 10.21203/rs.3.rs-5976232/v1Read

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