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A Prediction Model for Detecting Developmental Disabilities in Preschool-Age Children Through Digital Biomarker-Driven Deep Learning in Serious Games: Development Study

A Prediction Model for Detecting Developmental Disabilities in Preschool-Age Children Through Digital Biomarker-Driven Deep Learning in Serious Games: Development Study

Although the etiology and cause of developmental disabilities are complicated and not well understood, early intervention is conventionally considered as an effective clinical treatment [6,7]. Early detection of developmental disabilities is key because early intervention can improve a child’s prognosis due to rapid brain growth and neuroplasticity [8-10].

Ho Heon Kim, Jae Il An, Yu Rang Park

JMIR Serious Games 2021;9(2):e23130

Lifelog Data-Based Prediction Model of Digital Health Care App Customer Churn: Retrospective Observational Study

Lifelog Data-Based Prediction Model of Digital Health Care App Customer Churn: Retrospective Observational Study

To compensate for this uninterpretability, integrated gradients, which are part of an attribution method, were applied. Attribution methods produce explanations of an analytic model by assigning an attribution value (relevance or contribution) to each input feature [24].

Hongwook Kwon, Ho Heon Kim, Jaeil An, Jae-Ho Lee, Yu Rang Park

J Med Internet Res 2021;23(1):e22184