Search Results - "Yang, Jaeyeong"
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Machine Learning Analysis to Identify Digital Behavioral Phenotypes for Engagement and Health Outcome Efficacy of an mHealth Intervention for Obesity: Randomized Controlled Trial
Published in Journal of medical Internet research (24-06-2021)“…BACKGROUNDThe digital health care community has been urged to enhance engagement and clinical outcomes by analyzing multidimensional digital phenotypes…”
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ADOpy: a python package for adaptive design optimization
Published in Behavior research methods (01-04-2021)“…Experimental design is fundamental to research, but formal methods to identify good designs are lacking. Advances in Bayesian statistics and machine learning…”
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Development of a novel computational model for the Balloon Analogue Risk Task: The exponential-weight mean–variance model
Published in Journal of mathematical psychology (01-06-2021)“…The Balloon Analogue Risk Task (BART) is a popular task used to measure risk-taking behavior. To identify cognitive processes associated with choice behavior…”
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Caffeinated Soda Intake in Children Is Associated with Neurobehavioral Risk Factors for Substance Misuse
Published in Substance use & misuse (2024)“…Use of psychotropic substances in childhood has been associated with both impulsivity and other manifestations of poor executive function as well as escalation…”
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Mapping fNIRS to fMRI with Neural Data Augmentation and Machine Learning Models
Published 13-06-2022“…Advances in neuroimaging techniques have provided us novel insights into understanding how the human mind works. Functional magnetic resonance imaging (fMRI)…”
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