AIMC Topic: Diagnostic and Statistical Manual of Mental Disorders

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Identifying neuroanatomical signatures of anorexia nervosa: a multivariate machine learning approach.

Psychological medicine May 20, 2015
BACKGROUND: There are currently no neuroanatomical biomarkers of anorexia nervosa (AN) available to make clinical inferences at an individual subject level. We present results of a multivariate machine learning (ML) approach utilizing structural neur...
Humans Machine Learning Algorithms Brain Female Young Adult Adult Sensitivity and Specificity Case-Control Studies Adolescent Image Processing, Computer-Assisted Magnetic Resonance Imaging Probability Neuroimaging Diagnostic and Statistical Manual of Mental Disorders Anorexia Nervosa
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The World Health Organization Adult Attention-Deficit/Hyperactivity Disorder Self-Report Screening Scale for DSM-5.

JAMA psychiatry May 1, 2017
IMPORTANCE: Recognition that adult attention-deficit/hyperactivity disorder (ADHD) is common, seriously impairing, and usually undiagnosed has led to the development of adult ADHD screening scales for use in community, workplace, and primary care set...
Humans Machine Learning Female Reproducibility of Results Young Adult Adult Sensitivity and Specificity Male Psychiatric Status Rating Scales Psychometrics Adolescent Self Report World Health Organization Diagnostic and Statistical Manual of Mental Disorders Attention Deficit Disorder with Hyperactivity
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Ensemble statistical and subspace clustering model for analysis of autism spectrum disorder phenotypes.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Aug 1, 2016
Heterogeneity in Autism Spectrum Disorder (ASD) is complex including variability in behavioral phenotype as well as clinical, physiologic, and pathologic parameters. The fifth edition of the Diagnostic and Statistical Manual of Mental Disorders (DSM-...
Humans Machine Learning Algorithms Phenotype Databases, Factual Autism Spectrum Disorder Prognosis Reproducibility of Results Cluster Analysis Diagnostic and Statistical Manual of Mental Disorders
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