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k-Fold Cross-Validation Can Significantly Over-Estimate True Classification Accuracy in Common EEG-Based Passive BCI Experimental Designs: An Empirical Investigation

Sensors (Basel, Switzerland), 2023-07, Vol.23 (13), p.6077

2023

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Simultaneous Classification of Both Mental Workload and Stress Level Suitable for an Online Passive Brain-Computer Interface

Sensors (Basel, Switzerland), 2022-01, Vol.22 (2), p.535

2022

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Intersession consistency of single-trial classification of the prefrontal response to mental arithmetic and the no-control state by NIRS

PloS one, 2012-07, Vol.7 (7), p.e37791-e37791

2012

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Automatic single-trial discrimination of mental arithmetic, mental singing and the no-control state from prefrontal activity: toward a three-state NIRS-BCI

BMC research notes, 2012-03, Vol.5 (1), p.141-141, Article 141

2012

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Classification of prefrontal activity due to mental arithmetic and music imagery using hidden Markov models and frequency domain near-infrared spectroscopy

Journal of neural engineering, 2010-04, Vol.7 (2), p.026002-26002

2010

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EEG-based hierarchical classification of level of demand and modality of auditory and visual sensory processing

Journal of neural engineering, 2024-02, Vol.21 (1), p.16008

2024

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EEG-based detection of mental workload level and stress: the effect of variation in each state on classification of the other

Journal of neural engineering, 2020-10, Vol.17 (5), p.56015-056015

2020

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EEG-based detection of modality-specific visual and auditory sensory processing

Journal of neural engineering, 2023-02, Vol.20 (1), p.16049

2023

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Investigation of an EEG-based Indicator of Skill Acquisition as Novice Participants Practice a Lifeboat Maneuvering Task in a Simulator

International journal of human-computer interaction, 2020-05, Vol.36 (8), p.777-787

2020

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Classification of activity engagement in individuals with severe physical disabilities using signals of the peripheral nervous system

PloS one, 2012-02, Vol.7 (2), p.e30373-e30373

2012

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Towards a system-paced near-infrared spectroscopy brain–computer interface: differentiating prefrontal activity due to mental arithmetic and mental singing from the no-control state

Journal of neural engineering, 2011-12, Vol.8 (6), p.066004-1-14

2011

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Amnesia after Repeated Head Impact Is Caused by Impaired Synaptic Plasticity in the Memory Engram

The Journal of neuroscience, 2024-02, Vol.44 (8), p.e1560232024

2024

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Investigating the addition of singing imagery as a control task in motor imagery BCI

2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2022, p.1636-1641

2022

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Toward a Subject-Independent EEG-Based Neural Indicator of Task Proficiency During Training

Frontiers in neuroergonomics, 2021-01, Vol.1, p.618632-618632

2021

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EEG-based classification of visual and auditory monitoring tasks

2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2020, p.4032-4037

2020

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A cardiorespiratory classifier of voluntary and involuntary electrodermal activity

Biomedical engineering online, 2010-02, Vol.9 (1), p.11-11

2010

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Immune activation state modulates infant engram expression across development

Science advances, 2023-11, Vol.9 (45), p.eadg9921-eadg9921

2023

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Dynamic topographical pattern classification of multichannel prefrontal NIRS signals

Journal of neural engineering, 2013-08, Vol.10 (4), p.046018-046018

2013

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Investigating hierarchical and ensemble classification approaches to mitigate the negative effect of varying stress state on EEG-based detection of mental workload level - and vice versa

Brain computer interfaces (Abingdon, England), 2021-04, Vol.8 (1-2), p.26-37

2021

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Assessment of changes in neural activity during acquisition of spatial knowledge using EEG signal classification

Journal of neural engineering, 2019-06, Vol.16 (3), p.36027-036027

2019

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Trial of Early, Goal-Directed Resuscitation for Septic Shock

The New England journal of medicine, 2015-04, Vol.372 (14), p.1301-1311

2015

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Sandy Beach Morphodynamics

1, 2020

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Effect of reductions in amyloid levels on cognitive change in randomized trials: instrumental variable meta-analysis

BMJ (Online), 2021-02, Vol.372, p.n156

2021

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Perianal Fistulas Are Associated with Persistently Higher Direct Health Care Costs in Crohn’s Disease: A Population-Based Study

Digestive diseases and sciences, 2023-12, Vol.68 (12), p.4350-4359

2023

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The fate of carbon in a mature forest under carbon dioxide enrichment

Nature (London), 2020-04, Vol.580 (7802), p.227-231

2020

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k-Fold Cross-Validation Can Significantly Over-Estimate True Classification Accuracy in Common EEG-Based Passive BCI Experimental Designs: An Empirical Investigation

Simultaneous Classification of Both Mental Workload and Stress Level Suitable for an Online Passive Brain-Computer Interface

Intersession consistency of single-trial classification of the prefrontal response to mental arithmetic and the no-control state by NIRS

Automatic single-trial discrimination of mental arithmetic, mental singing and the no-control state from prefrontal activity: toward a three-state NIRS-BCI

Classification of prefrontal activity due to mental arithmetic and music imagery using hidden Markov models and frequency domain near-infrared spectroscopy

EEG-based hierarchical classification of level of demand and modality of auditory and visual sensory processing

EEG-based detection of mental workload level and stress: the effect of variation in each state on classification of the other

EEG-based detection of modality-specific visual and auditory sensory processing

Investigation of an EEG-based Indicator of Skill Acquisition as Novice Participants Practice a Lifeboat Maneuvering Task in a Simulator

Classification of activity engagement in individuals with severe physical disabilities using signals of the peripheral nervous system

Towards a system-paced near-infrared spectroscopy brain–computer interface: differentiating prefrontal activity due to mental arithmetic and mental singing from the no-control state

Amnesia after Repeated Head Impact Is Caused by Impaired Synaptic Plasticity in the Memory Engram

Investigating the addition of singing imagery as a control task in motor imagery BCI

Toward a Subject-Independent EEG-Based Neural Indicator of Task Proficiency During Training

EEG-based classification of visual and auditory monitoring tasks

A cardiorespiratory classifier of voluntary and involuntary electrodermal activity

Immune activation state modulates infant engram expression across development

Dynamic topographical pattern classification of multichannel prefrontal NIRS signals

Investigating hierarchical and ensemble classification approaches to mitigate the negative effect of varying stress state on EEG-based detection of mental workload level - and vice versa

Assessment of changes in neural activity during acquisition of spatial knowledge using EEG signal classification

Trial of Early, Goal-Directed Resuscitation for Septic Shock

Sandy Beach Morphodynamics

Effect of reductions in amyloid levels on cognitive change in randomized trials: instrumental variable meta-analysis

Perianal Fistulas Are Associated with Persistently Higher Direct Health Care Costs in Crohn’s Disease: A Population-Based Study

The fate of carbon in a mature forest under carbon dioxide enrichment

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