Zobrazeno 1 - 10
of 51
pro vyhledávání: '"Vasily A. Vakorin"'
Autor:
Vardhan Paliwal, Kritiprasanna Das, Sam M. Doesburg, George Medvedev, Pengcheng Xi, Urs Ribary, Ram Bilas Pachori, Vasily A. Vakorin
Publikováno v:
IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol 32, Pp 2038-2048 (2024)
Electroencephalogram (EEG) is widely used in basic and clinical neuroscience to explore neural states in various populations, and classifying these EEG recordings is a fundamental challenge. While machine learning shows promising results in classifyi
Externí odkaz:
https://doaj.org/article/a9cd60afbcfd47d2b623585907981b66
Autor:
Evan A. Hutcheon, Vasily A. Vakorin, Adonay S. Nunes, Urs Ribary, Sherri Ferguson, Victoria E. Claydon, Sam M. Doesburg
Publikováno v:
Scientific Reports, Vol 13, Iss 1, Pp 1-15 (2023)
Abstract Normobaric hypoxia (NH) and hypobaric hypoxia (HH) are both used to train aircraft pilots to recognize symptoms of hypoxia. NH (low oxygen concentration) training is often preferred because it is more cost effective, simpler, and safer than
Externí odkaz:
https://doaj.org/article/52ddda025fde46328b23f0d33218bf65
Autor:
Amparo V. Márquez-García, Vasily A. Vakorin, Nataliia Kozhemiako, Justine R. Magnuson, Grace Iarocci, Urs Ribary, Sylvain Moreno, Sam M. Doesburg
Publikováno v:
Scientific Reports, Vol 12, Iss 1, Pp 1-14 (2022)
Abstract Children with autism spectrum disorder (ASD) experience difficulties with social communication, making it challenging to interpret contextual information that aids in accurately interpreting language. To investigate how the brain processes t
Externí odkaz:
https://doaj.org/article/1bd166751ffd49ea8c5a4ae450cdd2ce
Autor:
Amparo V. Márquez-García, Bonnie K. Ng, Grace Iarocci, Sylvain Moreno, Vasily A. Vakorin, Sam M. Doesburg
Publikováno v:
Brain Sciences, Vol 13, Iss 10, p 1448 (2023)
Autism Spectrum Disorder (ASD) is characterized by both atypical functional brain connectivity and cognitive challenges across multiple cognitive domains. The relationship between task-dependent brain connectivity and cognitive abilities, however, re
Externí odkaz:
https://doaj.org/article/6364ed1dbe674796818503debfcd5325
Publikováno v:
Frontiers in Neural Circuits, Vol 12 (2019)
Methods of functional connectivity are applied ubiquitously in studies involving non-invasive whole-brain signals, but may be not optimal for exploring the propagation of the steady-state responses, which are strong oscillatory patterns of neurodynam
Externí odkaz:
https://doaj.org/article/c02fd96f9abb4d5aad95b378c1af7208
Publikováno v:
Frontiers in Systems Neuroscience, Vol 5 (2011)
Variability in the complexity of the source dynamics across the sources in an activated network may be indicative of how the information is processed within the network. Information-theoretic tools allow one not only to characterize local brain dynam
Externí odkaz:
https://doaj.org/article/c441ae1a9d394db9b2eb34e3aa469383
Autor:
Evan A. Hutcheon, Vasily A. Vakorin, Adonay Nunes, Urs Ribary, Sherri Ferguson, Victoria E. Claydon, Sam M. Doesburg
Publikováno v:
Human Brain Mapping. 44:2345-2364
Autor:
Mykola Klymenko, Sam M. Doesburg, George Medvedev, Pengcheng Xi, Urs Ribary, Vasily A. Vakorin
Our study considered the problem of classifying routine clinical EEG. We incorporated NLP tools into the workflow for time series classification. We transformed EEG signals into strings of symbols. We then applied byte-pair encoding (BPE) to split th
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1194b853c4d6646a392c675098e679a1
https://doi.org/10.36227/techrxiv.21235593.v1
https://doi.org/10.36227/techrxiv.21235593.v1
Autor:
Urs Ribary, Adonay S. Nunes, Sam M. Doesburg, Grace Iarocci, Nataliia Kozhemiako, Vasily A. Vakorin
Publikováno v:
Cerebral Cortex. 30:5166-5179
Autism spectrum disorder (ASD) is diagnosed more often in males with a ratio of 1:4 females/males. This bias is even stronger in neuroimaging studies. There is a growing evidence suggesting that local connectivity and its developmental trajectory is
Autor:
Urs Ribary, Sam M. Doesburg, Cecil D. Hahn, William Gallentine, Cristina Go, Dragos A. Nita, James S. Hutchison, Kendall B. Nash, Helena Frndova, Cornelis J. Stam, Vasily A. Vakorin, Eric T. Payne, Nicholas S. Abend, O. Carter Snead, Ilse E. C. W. van Straaten, Christopher S. Parshuram, Kristin McBain
Publikováno v:
Vakorin, V A, Nita, D A, Payne, E T, McBain, K L, Frndova, H, Go, C, Ribary, U, Abend, N S, Gallentine, W B, Nash, K B, Hutchison, J S, Parshuram, C S, Snead, O C, van Straaten, I E C W, Stam, C J, Doesburg, S M & Hahn, C D 2021, ' Alterations in coordinated EEG activity precede the development of seizures in comatose children ', Clinical Neurophysiology, vol. 132, no. 7, pp. 1505-1514 . https://doi.org/10.1016/j.clinph.2021.03.015
Clinical Neurophysiology, 132(7), 1505-1514. Elsevier Ireland Ltd
Clinical Neurophysiology, 132(7), 1505-1514. Elsevier Ireland Ltd
Objective We aimed to test the hypothesis that computational features of the first several minutes of EEG recording can be used to estimate the risk for development of acute seizures in comatose critically-ill children. Methods In a prospective cohor
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7cd43be04d8994a8cbb43d4ddeb2e0e7
https://research.vumc.nl/en/publications/3cc3407f-ce16-4aea-9987-210b5c3dc1c8
https://research.vumc.nl/en/publications/3cc3407f-ce16-4aea-9987-210b5c3dc1c8