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09/23/2022
Multivariate Wasserstein Functional Connectivity for Autism Screening
Most approaches to the estimation of brain functional connectivity from ...
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09/10/2021
Artificial Text Detection via Examining the Topology of Attention Maps
The impressive capabilities of recent generative models to create texts ...
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11/05/2019
3D Deformable Convolutions for MRI classification
Deep learning convolutional neural networks have proved to be a powerful...
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11/05/2019
Weakly Supervised Fine Tuning Approach for Brain Tumor Segmentation Problem
Segmentation of tumors in brain MRI images is a challenging task, where ...
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04/26/2018
fMRI: preprocessing, classification and pattern recognition
As machine learning continues to gain momentum in the neuroscience commu...
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04/26/2018
Machine Learning pipeline for discovering neuroimaging-based biomarkers in neurology and psychiatry
We consider a problem of diagnostic pattern recognition/classification f...
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06/17/2017
Machine Learning in Appearance-based Robot Self-localization
An appearance-based robot self-localization problem is considered in the...
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06/11/2017