Interpretable Machine Learning Reveals Dissimilarities Between Subtypes of Autism Spectrum Disorder

Autism spectrum disorder (ASD) is a heterogeneous neuropsychiatric disorder with a complex genetic background. Analysis of altered molecular processes in ASD patients requires linear and nonlinear methods that provide interpretable solutions. Interpretable machine learning provides legible models th...

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Détails bibliographiques
Publié dans:Front Genet
Auteurs principaux: Garbulowski, Mateusz, Smolinska, Karolina, Diamanti, Klev, Pan, Gang, Maqbool, Khurram, Feuk, Lars, Komorowski, Jan
Format: Artigo
Langue:Inglês
Publié: Frontiers Media S.A. 2021
Sujets:
Genetics
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC7946989/
https://ncbi.nlm.nih.gov/pubmed/33719335
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fgene.2021.618277
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