A Deep Learning Approach for Missing Data Imputation of Rating Scales Assessing Attention-Deficit Hyperactivity Disorder

A variety of tools and methods have been used to measure behavioral symptoms of attention-deficit/hyperactivity disorder (ADHD). Missing data is a major concern in ADHD behavioral studies. This study used a deep learning method to impute missing data in ADHD rating scales and evaluated the ability o...

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Detalhes bibliográficos
Publicado no:Front Psychiatry
Main Authors: Cheng, Chung-Yuan, Tseng, Wan-Ling, Chang, Ching-Fen, Chang, Chuan-Hsiung, Gau, Susan Shur-Fen
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2020
Assuntos:
Psychiatry
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7379397/
https://ncbi.nlm.nih.gov/pubmed/32765316
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fpsyt.2020.00673
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