AI Medical Compendium Journal:
Journal of psychiatry & neuroscience : JPN

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An artificial neural network model for clinical score prediction in Alzheimer disease using structural neuroimaging measures.

Journal of psychiatry & neuroscience : JPN Jul 1, 2019
BACKGROUND: The development of diagnostic and prognostic tools for Alzheimer disease is complicated by substantial clinical heterogeneity in prodromal stages. Many neuroimaging studies have focused on case–control classification and predicting conver...
Humans Neural Networks, Computer Female Reproducibility of Results Aged Aged, 80 and over Cross-Sectional Studies Male Severity of Illness Index Longitudinal Studies Magnetic Resonance Imaging Alzheimer Disease Neuroimaging Cerebral Cortex Proof of Concept Study
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Using structural MRI to identify individuals at genetic risk for bipolar disorders: a 2-cohort, machine learning study.

Journal of psychiatry & neuroscience : JPN Sep 1, 2015
BACKGROUND: Brain imaging is of limited diagnostic use in psychiatry owing to clinical heterogeneity and low sensitivity/specificity of between-group neuroimaging differences. Machine learning (ML) may better translate neuroimaging to the level of in...
Humans Machine Learning Female Risk Factors Young Adult Adult Male Prefrontal Cortex Adolescent Bipolar Disorder Cohort Studies Genetic Predisposition to Disease Canada Support Vector Machine Magnetic Resonance Imaging Neuroimaging Gray Matter Czech Republic White Matter Parietal Lobe Temporal Lobe
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