27 citations · 53 across the 5 of their papers we have counts for
4 papers · 1 filter
Multivariate Wasserstein Functional Connectivity for Autism Screening
Oleg Kachan, Alexander Bernstein
Most approaches to the estimation of brain functional connectivity from the functional magnetic resonance imaging (fMRI) data rely on computing some measure of statistical dependen…
fMRI: preprocessing, classification and pattern recognition
Maxim Sharaev, Alexander Andreev, Alexey Artemov +5
As machine learning continues to gain momentum in the neuroscience community, we witness the emergence of novel applications such as diagnostics, characterization, and treatment ou…
Machine Learning pipeline for discovering neuroimaging-based biomarkers in neurology and psychiatry
Alexander Bernstein, Evgeny Burnaev, Ekaterina Kondratyeva +5
We consider a problem of diagnostic pattern recognition/classification from neuroimaging data. We propose a common data analysis pipeline for neuroimaging-based diagnostic classifi…
Machine Learning in Appearance-based Robot Self-localization
Alexander Kuleshov, Alexander Bernstein, Evgeny Burnaev +1
An appearance-based robot self-localization problem is considered in the machine learning framework. The appearance space is composed of all possible images, which can be captured…