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1
Dynamic functional brain network connectivity during pseudoword processing relates to children’s reading skill
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2
Development of a standard of care for patients with valosin-containing protein associated multisystem proteinopathy.
In: Orphanet journal of rare diseases, vol 17, iss 1 (2022)
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3
Family history of FXTAS is associated with age-related cognitive-linguistic decline among mothers with the FMR1 premutation.
In: Journal of neurodevelopmental disorders, vol 14, iss 1 (2022)
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4
Cortical microstructure in primary progressive aphasia: a multicenter study.
In: Alzheimer's research & therapy, vol 14, iss 1 (2022)
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5
Providing a parent-administered outcome measure in a bilingual family of a father and a mother of two adolescents with ASD: brief report.
In: Developmental neurorehabilitation, vol 25, iss 2 (2022)
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6
Open access dataset of task-free hemodynamic activity in 4-month-old infants during sleep using fNIRS. ...
Blanco, Borja; Molnar, Monika; Carreiras, Manuel. - : Apollo - University of Cambridge Repository, 2022
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7
Entwicklung einer neuronalen Leitstruktur für die biomimetische Freisetzung von Wachstumsfaktoren im Rahmen der cochleären Regeneration ...
Wille, Inga. - : Hannover : Institutionelles Repositorium der Leibniz Universität Hannover, 2022
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8
A Hermeneutic Phenomenological Study of Teacher Perceptions of the Effects Movement Strategies Have On Student Learning
In: Doctoral Dissertations and Projects (2022)
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9
Anosognosia in Dementia: Evaluation of Perfusion Correlates Using 99mTc-HMPAO SPECT and Automated Brodmann Areas Analysis
In: Diagnostics; Volume 12; Issue 5; Pages: 1136 (2022)
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10
Cerebral Polymorphisms for Lateralisation: Modelling the Genetic and Phenotypic Architectures of Multiple Functional Modules
In: Symmetry; Volume 14; Issue 4; Pages: 814 (2022)
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11
Benefits from Repetitive Transcranial Magnetic Stimulation in Post-Stroke Rehabilitation
In: Journal of Clinical Medicine; Volume 11; Issue 8; Pages: 2149 (2022)
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12
Should Neurosurgeons Try to Preserve Non-Traditional Brain Networks? A Systematic Review of the Neuroscientific Evidence
In: Journal of Personalized Medicine; Volume 12; Issue 4; Pages: 587 (2022)
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13
Emergent Neuroimaging Findings for Written Expression in Children: A Scoping Review
In: Brain Sciences; Volume 12; Issue 3; Pages: 406 (2022)
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14
Advancements in Oncology with Artificial Intelligence—A Review Article
In: Cancers; Volume 14; Issue 5; Pages: 1349 (2022)
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15
Simultaneous Classification of Both Mental Workload and Stress Level Suitable for an Online Passive Brain–Computer Interface
In: Sensors; Volume 22; Issue 2; Pages: 535 (2022)
Abstract: Research studies on EEG-based mental workload detection for a passive BCI generally focus on classifying cognitive states associated with the performance of tasks at different levels of difficulty, with no other aspects of the user’s mental state considered. However, in real-life situations, different aspects of the user’s state such as their cognitive (e.g., level of mental workload) and affective (e.g., level of stress/anxiety) states will often change simultaneously, and performance of a BCI system designed considering just one state may be unreliable. Moreover, multiple mental states may be relevant to the purposes of the BCI—for example both mental workload and stress level might be related to an aircraft pilot’s risk of error—and the simultaneous prediction of states may be critical in maximizing the practical effectiveness of real-life online BCI systems. In this study we investigated the feasibility of performing simultaneous classification of mental workload and stress level in an online passive BCI. We investigated both subject-specific and cross-subject classification approaches, the latter with and without the application of a transfer learning technique to align the distributions of data from the training and test subjects. Using cross-subject classification with transfer learning in a simulated online analysis, we obtained accuracies of 77.5 ± 6.9% and 84.1 ± 5.9%, across 18 participants for mental workload and stress level detection, respectively.
Keyword: classification; electroencephalography (EEG); mental workload; online BCI; passive brain–computer interface; stress; transfer learning
URL: https://doi.org/10.3390/s22020535
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16
Expanding the Phenotype of B3GALNT2-Related Disorders
In: Genes; Volume 13; Issue 4; Pages: 694 (2022)
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17
The Neurobiological Correlates of Gaze Perception in Healthy Individuals and Neurologic Patients
In: Biomedicines; Volume 10; Issue 3; Pages: 627 (2022)
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18
Rethinking the Methods and Algorithms for Inner Speech Decoding and Making Them Reproducible
In: NeuroSci; Volume 3; Issue 2; Pages: 226-244 (2022)
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19
CEREBRAL ABSCESS AND MYCOTIC ANEURYSM AS A CONSEQUENCE OF INFECTIVE ENDOCARDITIS: A CASE REPORT ...
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20
CEREBRAL ABSCESS AND MYCOTIC ANEURYSM AS A CONSEQUENCE OF INFECTIVE ENDOCARDITIS: A CASE REPORT ...
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