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Hits 1 – 20 of 545
1
Dynamic functional brain network connectivity during pseudoword processing relates to children’s reading skill
Panda, Erin J.
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Valiante, Taufik A.
;
Pang, Elizabeth W.
. - : Elsevier, 2022
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2
Computational Models in Electroencephalography.
Glomb, Katharina
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Cabral, Joana
;
Cattani, Anna
...
In: Brain topography, vol 35, iss 1 (2022)
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3
Functional Brain Networks and Verbal Fluency in Healthy Ageing ...
Oosterhuis, Elise
. - : Open Science Framework, 2022
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4
Unified Coding of Spectral and Temporal Phonetic Cues: Electrophysiological Evidence for Abstract Phonological Features ...
Monahan, Philip
. - : Open Science Framework, 2022
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5
A Preliminary Report of Network Electroencephalographic Measures in Primary Progressive Apraxia of Speech and Aphasia
Rene L. Utianski; Hugo Botha; John N. Caviness; Gregory A. Worrell; Joseph R. Duffy; Heather M. Clark; Jennifer L. Whitwell; Keith A. Josephs
In: Brain Sciences; Volume 12; Issue 3; Pages: 378 (2022)
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6
Spectral Entropy Monitoring Accelerates the Emergence from Sevoflurane Anesthesia in Thoracic Surgery: A Randomized Controlled Trial
Jui-Tai Chen; Yu-Ming Wu; Tung-Yu Tiong; Juan P. Cata; Kuang-Tai Kuo; Chun-Cheng Li; Hsin-Yi Liu; Yih-Giun Cherng; Hsiang-Ling Wu; Ying-Hsuan Tai
In: Journal of Clinical Medicine; Volume 11; Issue 6; Pages: 1631 (2022)
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7
Simultaneous Classification of Both Mental Workload and Stress Level Suitable for an Online Passive Brain–Computer Interface
Mahsa Bagheri; Sarah D. Power
In: Sensors; Volume 22; Issue 2; Pages: 535 (2022)
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8
Rethinking the Methods and Algorithms for Inner Speech Decoding and Making Them Reproducible
Foteini Simistira Liwicki; Vibha Gupta; Rajkumar Saini; Kanjar De; Marcus Liwicki
In: NeuroSci; Volume 3; Issue 2; Pages: 226-244 (2022)
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9
Unified Coding of Spectral and Temporal Phonetic Cues: Electrophysiological Evidence for Abstract Phonological Features
Monahan, Philip J.
;
Schertz, Jessamyn
;
Fu, Zhanao
. - : University of Toronto, 2022
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10
A dimension reduction technique applied to regression on high dimension, low sample size neurophysiological data sets
Santana, Adrielle,
;
Barbosa, Adriano,
;
Yehia, Hani,
...
In: ISSN: 1471-2202 ; EISSN: 1471-2202 ; BMC Neuroscience ; https://hal.univ-grenoble-alpes.fr/hal-03374818 ; BMC Neuroscience, BioMed Central, 2021, 22 (1), ⟨10.1186/s12868-020-00605-0⟩ (2021)
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11
Somatosensory contribution to audio-visual speech processing
Ito, Takayuki
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Ohashi, Hiroki
;
Gracco, Vincent
In: ISSN: 0010-9452 ; Cortex ; https://hal.archives-ouvertes.fr/hal-03320604 ; Cortex, Elsevier, 2021, 143, pp.195-204. ⟨10.1016/j.cortex.2021.07.013⟩ ; https://doi.org/10.1016/j.cortex.2021.07.013 (2021)
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12
An ERP index of real-time error correction within a noisy-channel framework of human communication.
Ryskin, Rachel
;
Stearns, Laura
;
Bergen, Leon
. - : eScholarship, University of California, 2021
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13
Good Scientific Practice in MEEG Research: Progress and Perspectives
Niso, Guiomar
;
Krol, Laurens
;
Combrisson, Etienne
...
In: https://hal.archives-ouvertes.fr/hal-03494100 ; 2021 (2021)
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14
Modality switch effects emerge early and increase throughout conceptual processing: Evidence from ERPs ...
Bernabeu, Pablo
. - : Open Science Framework, 2021
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15
Human processing of transmitted speech varying in perceived quality ... : Menschliche Verarbeitung von technisch übertragener Sprache in unterschiedlich wahrgenommener Qualität ...
Uhrig, Stefan Josef
. - : Technische Universität Berlin, 2021
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16
Sustained neural rhythms reveal endogenous oscillations supporting speech perception. ...
Van Bree, Sander
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Sohoglu, Ediz
;
Davis, Matt
. - : Apollo - University of Cambridge Repository, 2021
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17
Application of Machine Learning to Electroencephalography for the Diagnosis of Primary Progressive Aphasia: A Pilot Study
Lucía Fernández-Romero
;
Adela Fraile-Pereda
;
Paloma Balugo
;
José Luis Ayala
;
Jorge Matias-Guiu
;
Jordi A. Matias-Guiu
;
Carlos Moral-Rubio
;
Cristina Delgado-Alonso
;
Alfonso Delgado-Álvarez
;
Vanesa Pytel
In: Brain Sciences ; Volume 11 ; Issue 10 (2021)
Abstract:
Background. Primary progressive aphasia (PPA) is a neurodegenerative syndrome in which diagnosis is usually challenging. Biomarkers are needed for diagnosis and monitoring. In this study, we aimed to evaluate Electroencephalography (EEG) as a biomarker for the diagnosis of PPA. Methods. We conducted a cross-sectional study with 40 PPA patients categorized as non-fluent, semantic, and logopenic variants, and 20 controls. Resting-state EEG with 32 channels was acquired and preprocessed using several procedures (quantitative EEG, wavelet transformation, autoencoders, and graph theory analysis). Seven machine learning algorithms were evaluated (Decision Tree, Elastic Net, Support Vector Machines, Random Forest, K-Nearest Neighbors, Gaussian Naive Bayes, and Multinomial Naive Bayes). Results. Diagnostic capacity to distinguish between PPA and controls was high (accuracy 75%, F1-score 83% for kNN algorithm). The most important features in the classification were derived from network analysis based on graph theory. Conversely, discrimination between PPA variants was lower (Accuracy 58% and F1-score 60% for kNN). Conclusions. The application of ML to resting-state EEG may have a role in the diagnosis of PPA, especially in the differentiation from controls. Future studies with high-density EEG should explore the capacity to distinguish between PPA variants.
Keyword:
Alzheimer’s disease
;
biomarkers machine learning
;
electroencephalography
;
frontotemporal dementia
;
graph theory
;
K-Nearest Neighbors
;
primary progressive aphasia
;
resting-state
URL:
https://doi.org/10.3390/brainsci11101262
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18
Testing Low-Frequency Neural Activity in Sentence Understanding ...
Lo, Chia-Wen
. - : My University, 2021
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19
ВОЗДЕЙСТВИЕ ТЕХНОЛОГИЙ ВИРТУАЛЬНОЙ РЕАЛЬНОСТИ НА ПСИХОЭМОЦИОНАЛЬНОЕ СОСТОЯНИЕ ПАЦИЕНТОВ С АФАЗИЯМИ ... : The impact of virtual reality on the emotional state of patients with aphasia ...
Карпов, О.Э.
;
Даминов, В.Д.
;
Новак, Э.В.
. - : Фонд развития современных и цифровых технологий, 2021
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20
Testing Low-Frequency Neural Activity in Sentence Understanding
Lo, Chia-Wen
. - 2021
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