Applying machine learning to smartphone based cognitive and sleep assessments in schizophrenia

Applying machine learning to smartphone based cognitive and sleep assessments in schizophrenia

Background: Cognitive impairment in schizophrenia remains a chief source of functional disability and impairment, despite the potential for effective interventions. This is in part related to a lack of practical and easy to administer screening strategies that can identify and help triage cognitive...

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Bibliographic Details
Main Authors: Ebrahim, S. (Author), Hays, R. (Author), Kalinich, M. (Author), Melcher, J. (Author), Torous, J. (Author), Vaidyam, A. (Author)
Format: Article
Language:English
Published: Elsevier Inc. 2022
Subjects:
Article
cognition
cognition assessment
cognitive defect
controlled study
depression
Digital psychiatry
Gamification
Generalized Anxiety Disorder-7
human
machine learning
Machine learning
major clinical study
mental disease
mobile application
neuropsychological test
Patient Health Questionnaire 9
Pittsburgh Sleep Quality Index
Positive and Negative Syndrome Scale
prediction
principal component analysis
psychiatry
questionnaire
schizophrenia
Schizophrenia
scoring system
sleep quality
verbal memory
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