AIMC Topic: Behavioral Symptoms

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Maturity of gray matter structures and white matter connectomes, and their relationship with psychiatric symptoms in youth.

Human brain mapping Jul 9, 2021
Brain predicted age difference, or BrainPAD, compares chronological age to an age estimate derived by applying machine learning (ML) to MRI brain data. BrainPAD studies in youth have been relatively limited, often using only a single MRI modality or ...
Psychometrics Adolescent Child, Preschool Child Young Adult Adult Male Nerve Net Diffusion Tensor Imaging Human Development Behavioral Symptoms Models, Theoretical Age Factors Gray Matter White Matter Humans Machine Learning Female
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Monitoring behavioral symptoms of dementia using activity trackers.

Journal of biomedical informatics Aug 9, 2020
Tertiary disease prevention for dementia focuses on improving the quality of life of the patient. The quality of life of people with dementia (PwD) and their caregivers is hampered by the presence of behavioral and psychological symptoms of dementia ...
Humans Quality of Life Behavioral Symptoms Dementia Robotics Fitness Trackers Social Interaction
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Research Domain Criteria scores estimated through natural language processing are associated with risk for suicide and accidental death.

Depression and anxiety Feb 2, 2019
BACKGROUND: Identification of individuals at increased risk for suicide is an important public health priority, but the extent to which considering clinical phenomenology improves prediction of longer term outcomes remains understudied. Hospital disc...
Risk Male Behavioral Symptoms Middle Aged Risk Assessment Humans Suicide Cohort Studies Electronic Health Records Natural Language Processing Female Death Adult Survival Analysis
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Semantic measures: Using natural language processing to measure, differentiate, and describe psychological constructs.

Psychological methods Jul 2, 2018
Psychological constructs, such as emotions, thoughts, and attitudes are often measured by asking individuals to reply to questions using closed-ended numerical rating scales. However, when asking people about their state of mind in a natural context ...
Male Middle Aged Psychiatric Status Rating Scales Qualitative Research Adolescent Natural Language Processing Personal Satisfaction Psychology Female Aged Young Adult Adult Humans Semantics Facial Expression Behavioral Symptoms
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Towards a new classification of stable phase schizophrenia into major and simple neuro-cognitive psychosis: Results of unsupervised machine learning analysis.

Journal of evaluation in clinical practice May 23, 2018
RATIONALE: Deficit schizophrenia, as defined by the Schedule for Deficit Syndrome, may represent a distinct diagnostic class defined by neurocognitive impairments coupled with changes in IgA/IgM responses to tryptophan catabolites (TRYCATs). Adequate...
Neurocognitive Disorders Neuroimmunomodulation Middle Aged Quality of Life Unsupervised Machine Learning Humans Tryptophan Psychiatric Status Rating Scales Female Cytokines Patient Acuity Schizophrenic Psychology Inflammation Adult Schizophrenia Behavioral Symptoms Male Psychotic Disorders Cognitive Reserve
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The behavioral and neural basis of empathic blame.

Scientific reports Jul 12, 2017
Mature moral judgments rely both on a perpetrator's intent to cause harm, and also on the actual harm caused-even when unintended. Much prior research asks how intent information is represented neurally, but little asks how even unintended harms infl...
Magnetic Resonance Imaging Empathy Young Adult Humans Intention Behavioral Symptoms Adult Morals Neural Networks, Computer Male Judgment Female Image Processing, Computer-Assisted
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Immediate Beneficial Effect of Makeup Therapy on Behavioral and Psychological Symptoms of Dementia and Facial Appearance Analyzed by Artificial Intelligence Software.

Journal of Alzheimer's disease : JAD Jan 1, 2021
BACKGROUND: Possible benefits of makeup therapy, in terms of immediate and late effects on cognitive and affective functions, have not been fully proved for dementia patients.
Humans Artificial Intelligence Software Dementia Nursing Homes Female Activities of Daily Living Skin Care Mental Status and Dementia Tests Aged, 80 and over Patient Satisfaction Behavioral Symptoms Psychiatric Status Rating Scales Automated Facial Recognition Beauty
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Neuropsychiatric symptoms as predictors of conversion from MCI to dementia: a machine learning approach.

International psychogeriatrics Mar 1, 2020
OBJECTIVES: To use a Machine Learning (ML) approach to compare Neuropsychiatric Symptoms (NPS) in participants of a longitudinal study who developed dementia and those who did not.
Delusions Behavioral Symptoms Neuropsychological Tests Sleep Wake Disorders Aggression Male Middle Aged Disease Progression Anxiety Depression Cognitive Dysfunction Dementia Longitudinal Studies Machine Learning Female Aged Aged, 80 and over Humans
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