Power and reproducibility in the external validation of brain-phenotype predictions

2024/07/31 by Matthew Rosenblatt, Link Tejavibulya, Huili Sun +9 · 1 voice
Environmental Science · Neuroscience · Psychology · #Functional Brain Connectivity Studies #Health, Environment, Cognitive Aging #Mental Health Research Topics

paper · doi:10.1038/s41562-024-01931-7

crossref issued 2024/07/31 · crossref published 2024/07/31 · crossref published-online 2024/07/31 · openalex publication_date 2024/07/31 · crossref created 2024/07/31 · crossref deposited 2024/10/21 · openalex created_date 2025/10/10 · crossref indexed 2026/07/21 · openalex updated_date 2026/08/01

Citations

• Estimating the reproducibility of psychological science
• Function in the human connectome: Task-fMRI and individual differences in behavior
• Power failure: why small sample size undermines the reliability of neuroscience
• Consequences of prejudice against the null hypothesis.
• Model Cards for Model Reporting
• Adversarial attacks on medical machine learning
• Genome-wide association studies
• Reproducible brain-wide association studies require thousands of individuals
• Longer scans boost prediction and cut costs in brain-wide association studies

Discussions

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