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Big data analysis and artificial intelligence in epilepsy – common data model analysis and machine learning-based seizure detection and forecasting

Clinical and experimental pediatrics, 2022-06, Vol.65 (6), p.272-282

2022

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Development of a simple pressure and heat stimulator for intra- and interdigit functional magnetic resonance imaging

Behavior research methods, 2014-06, Vol.46 (2), p.396-405

2014

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Single-channel seizure detection with clinical confirmation of seizure locations using CHB-MIT dataset

Frontiers in neurology, 2024-05, Vol.15, p.1389731-1389731

2024

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Deep Learning-Based Detection of Epileptiform Discharges for Self-Limited Epilepsy With Centrotemporal Spikes

IEEE transactions on neural systems and rehabilitation engineering, 2022, Vol.30, p.2939-2949

2022

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Deep learning-based automated detection and multiclass classification of focal interictal epileptiform discharges in scalp electroencephalograms

Scientific reports, 2023-04, Vol.13 (1), p.6755-6755, Article 6755

2023

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Decoding Accuracy in Supplementary Motor Cortex Correlates with Perceptual Sensitivity to Tactile Roughness

PloS one, 2015-06, Vol.10 (6), p.e0129777-e0129777

2015

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Deep Convolutional Neural Network Based Interictal-Preictal Electroencephalography Prediction: Application to Focal Cortical Dysplasia Type-II

Frontiers in neurology, 2020-11, Vol.11, p.594679-594679

2020

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Intra- and inter-hemispheric effective connectivity in the human somatosensory cortex during pressure stimulation

BMC neuroscience, 2014-03, Vol.15 (1), p.43-43, Article 43

2014

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Pediatric Sleep Stage Classification Using Multi-Domain Hybrid Neural Networks

IEEE access, 2019, Vol.7, p.96495-96505

2019

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Change of centrotemporal spikes from onset to remission in self-limited epilepsy with centrotemporal spikes (SLECTS)

Brain & development (Tokyo. 1979), 2020-03, Vol.42 (3), p.270-276

2020

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Adaptation of cortical activity to sustained pressure stimulation on the fingertip

BMC neuroscience, 2015-10, Vol.16 (1), p.71-71, Article 71

2015

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Neural Categorization of Vibrotactile Frequency in Flutter and Vibration Stimulations: An fMRI Study

IEEE transactions on haptics, 2016-10, Vol.9 (4), p.455-464

2016

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Development of a simple MR-compatible vibrotactile stimulator using a planar-coil-type actuator

Behavior research methods, 2013-06, Vol.45 (2), p.364-371

2013

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Frequency-dependent patterns of somatosensory cortical responses to vibrotactile stimulation in humans: A fMRI study

Brain research, 2013-04, Vol.1504, p.47-57

2013

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Correlation of fronto-central phase coupling with sensorimotor rhythm modulation

Neural networks, 2012-12, Vol.36, p.46-50

2012

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Diagnosis and Screening of Velocardiofacial Syndrome by Evaluating Facial Photographs Using a Deep Learning-Based Algorithm

Plastic and reconstructive surgery (1963), 2024-10

2024

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An efficient detection of epileptic seizure by differentiation and spectral analysis of electroencephalograms

Computers in biology and medicine, 2015-11, Vol.66, p.352-356

2015

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Variations of Resting-State EEG-Based Functional Networks in Brain Maturation From Early Childhood to Adolescence

Journal of Clinical Neurology, 2022, 18(5), , pp.581-593

2022

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Decoding pressure stimulation locations on the fingers from human neural activation patterns

Neuroreport, 2016-11, Vol.27 (16), p.1232-1236

2016

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Electroencephalographic Resting-State Functional Connectivity of Benign Epilepsy with Centrotemporal Spikes

Journal of Clinical Neurology, 2019, 15(2), , pp.211-220

2019

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Distributed functions of detection and discrimination of vibrotactile stimuli in the hierarchical human somatosensory system

Frontiers in human neuroscience, 2015-01, Vol.8, p.1070-1070

2015

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Evaluation of somatosensory cortical differences between flutter and vibration tactile stimuli

2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2013, Vol.2013, p.4402-4405

2013

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Inter-channel Connectivity of Motor Imagery EEG Signals for a Noninvasive BCI Application

2011 International Workshop on Pattern Recognition in NeuroImaging, 2011, p.49-52

2011

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Decoding Accuracy in Supplementary Motor Cortex Correlates with Perceptual Sensitivity to Tactile Roughness: e0129777

PloS one, 2015-06, Vol.10 (6)

2015

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Analysis of correlated EEG activity during motor imagery for brain-computer interfaces

2011 11th International Conference on Control, Automation and Systems, 2011, p.337-341

2011

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Big data analysis and artificial intelligence in epilepsy – common data model analysis and machine learning-based seizure detection and forecasting

Development of a simple pressure and heat stimulator for intra- and interdigit functional magnetic resonance imaging

Single-channel seizure detection with clinical confirmation of seizure locations using CHB-MIT dataset

Deep Learning-Based Detection of Epileptiform Discharges for Self-Limited Epilepsy With Centrotemporal Spikes

Deep learning-based automated detection and multiclass classification of focal interictal epileptiform discharges in scalp electroencephalograms

Decoding Accuracy in Supplementary Motor Cortex Correlates with Perceptual Sensitivity to Tactile Roughness

Deep Convolutional Neural Network Based Interictal-Preictal Electroencephalography Prediction: Application to Focal Cortical Dysplasia Type-II

Intra- and inter-hemispheric effective connectivity in the human somatosensory cortex during pressure stimulation

Pediatric Sleep Stage Classification Using Multi-Domain Hybrid Neural Networks

Change of centrotemporal spikes from onset to remission in self-limited epilepsy with centrotemporal spikes (SLECTS)

Adaptation of cortical activity to sustained pressure stimulation on the fingertip

Neural Categorization of Vibrotactile Frequency in Flutter and Vibration Stimulations: An fMRI Study

Development of a simple MR-compatible vibrotactile stimulator using a planar-coil-type actuator

Frequency-dependent patterns of somatosensory cortical responses to vibrotactile stimulation in humans: A fMRI study

Correlation of fronto-central phase coupling with sensorimotor rhythm modulation

Diagnosis and Screening of Velocardiofacial Syndrome by Evaluating Facial Photographs Using a Deep Learning-Based Algorithm

An efficient detection of epileptic seizure by differentiation and spectral analysis of electroencephalograms

Variations of Resting-State EEG-Based Functional Networks in Brain Maturation From Early Childhood to Adolescence

Decoding pressure stimulation locations on the fingers from human neural activation patterns

Electroencephalographic Resting-State Functional Connectivity of Benign Epilepsy with Centrotemporal Spikes

Distributed functions of detection and discrimination of vibrotactile stimuli in the hierarchical human somatosensory system

Evaluation of somatosensory cortical differences between flutter and vibration tactile stimuli

Inter-channel Connectivity of Motor Imagery EEG Signals for a Noninvasive BCI Application

Decoding Accuracy in Supplementary Motor Cortex Correlates with Perceptual Sensitivity to Tactile Roughness: e0129777

Analysis of correlated EEG activity during motor imagery for brain-computer interfaces

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