Prediction of brain sex from EEG: using large-scale heterogeneous dataset for developing a highly accurate and interpretable ML model

Author:

Khayretdinova Mariam,Zakharov IlyaORCID,Pshonkovskaya Polina,Adamovich Timothy,Kiryasov Andrey,Zhdanov AndreyORCID,Shovkun AlexeyORCID

Publisher

Elsevier BV

Subject

Cognitive Neuroscience,Neurology

Reference66 articles.

1. Machine learning of brain gray matter differentiates sex in a large forensic sample;Anderson;Hum. Brain Mapp.,2019

2. Sex differences in ADHD symptom severity;Arnett;J. Child Psychol. Psychiatry,2015

3. Explainable Artificial Intelligence (XAI): concepts, taxonomies, opportunities and challenges toward responsible AI;Arrieta;ArXiv,2019

4. On pixel-wise explanations for non-linear classifier decisions by layer-wise relevance propagation;Bach;PLoS One,2015

5. Head size, age and gender adjustment in MRI studies: a necessary nuisance?;Barnes;Neuroimage,2010

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