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Application of TBSS-based machine learning models in the diagnosis of pediatric autism

OBJECTIVE: To explore the microstructural changes of white matter in children with pediatric autism by using diffusion kurtosis imaging (DKI), and evaluate whether the combination of tract-based spatial statistics (TBSS) and back-propagation neural network (BPNN)/support vector machine (SVM)/logisti...

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Detalles Bibliográficos
Autores principales: He, Xiongpeng, Zhao, Xin, Sun, Yongbing, Geng, Pengfei, Zhang, Xiaoan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9889873/
https://www.ncbi.nlm.nih.gov/pubmed/36742048
http://dx.doi.org/10.3389/fneur.2022.1078147