Diagnosis-informed connectivity subtyping discovers subgroups of autism with reproducible symptom profiles

Diagnosis-informed connectivity subtyping discovers subgroups of autism with reproducible symptom profiles

Clinical heterogeneity has been one of the main barriers to develop effective biomarkers and therapeutic strategies in autism spectrum disorder (ASD). Recognizing this challenge, much effort has been made in recent neuroimaging studies to find biologically more homogeneous subgroups (called ‘neurosu...

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Bibliographic Details
Main Authors: Hyoungshin Choi, Kyoungseob Byeon, Bo-yong Park, Jong-eun Lee, Sofie L. Valk, Boris Bernhardt, Adriana Di Martino, Michael Milham, Seok-Jun Hong, Hyunjin Park
Format: Article
Language:English
Published: Elsevier 2022-08-01
Series:NeuroImage
Subjects:
Autism
Reproducibility
Neurosubtypes
Gradient
Functional random forest
Supervised-unsupervised hybrid clustering
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811922003366

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http://www.sciencedirect.com/science/article/pii/S1053811922003366

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