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PREDICTION OF PIVOTAL RESPONSE TREATMENT OUTCOME WITH TASK FMRI USING RANDOM FOREST AND VARIABLE SELECTION

Behavior intervention has shown promise for treatment for young children with autism spectrum disorder (ASD). However, current therapeutic decisions are based on trial and error, often leading to suboptimal outcomes. We propose an approach that employs task-based fMRI for early outcome prediction. O...

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Bibliografski detalji
Izdano u:Proc IEEE Int Symp Biomed Imaging
Glavni autori: Zhuang, Juntang, Dvornek, Nicha C., Li, Xiaoxiao, Yang, Daniel, Ventola, Pamela, Duncan, James S.
Format: Artigo
Jezik:Inglês
Izdano: 2018
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7532925/
https://ncbi.nlm.nih.gov/pubmed/33014282
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/ISBI.2018.8363531
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