Author

Pavel D. Rudych

Novosibirsk State UniversityORCID 0000-0003-3105-6931Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:electronic health records· 2 Research Focus:benchmarking· 1 Approach:deep learning· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

Aini Ismafairus Abd HamidiD· 1 shared Alan Charles EvansiD· 1 shared Alexander Nikolaevich SavostyanoviD· 1 shared Alexei E. OssadtchiiD· 1 shared Ana Calzada‐ReyesiD· 1 shared Ariosky Areces-GonzáleziD· 1 shared Arno VillringeriD· 1 shared Carlos Lopez-NaranjoiD· 1 shared

Activity by Year

2022-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 36 mutual co-author links

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1 shared paperNeuroscience

Aini Ismafairus Abd HamidORCID

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintNov 20, 2024

Beyond the Surface: Revealing the Depths of Brain Activity by Predicting fMRI from EEG with Deep Learning

Ilia Semenkov, Pavel D. Rudych, Alexei E. Ossadtchi

This paper develops a lightweight EEG-to-fMRI neural network to predict subcortical BOLD activity from scalp EEG signals, achieving performance above chance and exceeding prior single-structure results.

4 citations

humanelectronic health records

𝕏 PostBluesky

NeuroscienceNeuroImagePeer-reviewedApr 7, 2022

Harmonized-Multinational qEEG Norms (HarMNqEEG)

Min Li, Ying Wang, Carlos Lopez-Naranjo…·Pedro Antonio Valdes-Sosa

This paper develops multinational qEEG norms using Hermitian Riemannian methods, showing improved diagnostic accuracy for brain dysfunction and providing harmonization tools.

54 citationstop 4%

electronic health recordsstatistical model

𝕏 PostBluesky