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Identification of an early-stage Parkinson's disease neuromarker using event-related potentials, brain network analytics and machine-learning

PloS one, 2022-01, Vol.17 (1), p.e0261947-e0261947

2022

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Semi-supervised active learning using convolutional auto- encoder and contrastive learning

Frontiers in artificial intelligence, 2024-05, Vol.7, p.1398844-1398844

2024

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Using Brainwave Patterns Recorded from Plant Pathology Experts to Increase the Reliability of AI-Based Plant Disease Recognition System

Sensors (Basel, Switzerland), 2023-04, Vol.23 (9), p.4272

2023

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Deep Brain Stimulation Can Differentiate Subregions of the Human Subthalamic Nucleus Area by EEG Biomarkers

Frontiers in systems neuroscience, 2021-10, Vol.15, p.747681-747681

2021

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Brain Network Analysis of EEG Recordings Can Be Used to Assess Cognitive Function in Teenagers With 15q13.3 Microdeletion Syndrome

Frontiers in neuroscience, 2021-01, Vol.15, p.622329-622329

2021

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Novel Bloodless Potassium Determination Using a Signal‐Processed Single‐Lead ECG

Journal of the American Heart Association, 2016-01, Vol.5 (1), p.n/a

2016

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Noninvasive blood potassium measurement using signal-processed, single-lead ecg acquired from a handheld smartphone

Journal of electrocardiology, 2017-09, Vol.50 (5), p.620-625

2017

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Convolutional Neural Network for Multi-Category Rapid Serial Visual Presentation BCI

Frontiers in computational neuroscience, 2015-12, Vol.9, p.146-146

2015

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Human-in-the-loop active learning via brain computer interface

Annals of mathematics and artificial intelligence, 2020-12, Vol.88 (11-12), p.1191-1205

2020

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Autonomic dysregulation in panic disorder and in post-traumatic stress disorder: application of power spectrum analysis of heart rate variability at rest and in response to recollection of trauma or panic attacks

Psychiatry research, 2000-09, Vol.96 (1), p.1-13

2000

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Back-Projection Cortical Potential Imaging: Theory and Results

IEEE transactions on medical imaging, 2017-07, Vol.36 (7), p.1583-1595

2017

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Multimodal Neural Network for Rapid Serial Visual Presentation Brain Computer Interface

Frontiers in computational neuroscience, 2016-12, Vol.10, p.130-130

2016

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Spatiotemporal Representations of Rapid Visual Target Detection: A Single-Trial EEG Classification Algorithm

IEEE transactions on biomedical engineering, 2014-08, Vol.61 (8), p.2290-2303

2014

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Biological and Behavioral Patterns of Post-Stroke Depression in Rats

Canadian journal of neurological sciences, 2018-07, Vol.45 (4), p.451-461

2018

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Improved Back-Projection Cortical Potential Imaging by Multi-resolution Optimization Technique

Brain topography, 2019-01, Vol.32 (1), p.66-79

2019

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Distinctive cardiac autonomic dysfunction following stress exposure in both sexes in an animal model of PTSD

Behavioural brain research, 2016-07, Vol.308, p.128-142

2016

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Brain Network Activation Analysis Utilizing Spatiotemporal Features for Event Related Potentials Classification

Frontiers in computational neuroscience, 2016-12, Vol.10, p.137-137

2016

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“Clinical brain profiling”: A neuroscientific diagnostic approach for mental disorders

Medical hypotheses, 2014-10, Vol.83 (4), p.450-464

2014

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Passive fetal monitoring by adaptive wavelet denoising method

Computers in biology and medicine, 2012-02, Vol.42 (2), p.171-179

2012

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Preliminary evidence of reduced brain network activation in patients with post-traumatic migraine following concussion

Brain imaging and behavior, 2016-06, Vol.10 (2), p.594-603

2016

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Evaluating an EEG-based tool for assessing acute clinical and cognitive changes in adult outpatients with MDD treated with open-label, flexible-dose vortioxetine: A pilot study

Journal of affective disorders reports, 2024-04, Vol.16, p.100732, Article 100732

2024

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Somatosensory evoked potentials during a rubber-hand illusion in schizophrenia

Schizophrenia research, 2003-11, Vol.64 (2), p.157-163

2003

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Early post-stressor intervention with propranolol is ineffective in preventing posttraumatic stress responses in an animal model for PTSD

European neuropsychopharmacology, 2011-03, Vol.21 (3), p.230-240

2011

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Post-traumatic stress behavioural responses in inbred mouse strains: can genetic predisposition explain phenotypic vulnerability?

The international journal of neuropsychopharmacology, 2008-05, Vol.11 (3), p.331-349

2008

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Unsupervised Fuzzy Clustering Analysis Supports Behavioral Cutoff Criteria in an Animal Model of Posttraumatic Stress Disorder

Biological psychiatry (1969), 2005-10, Vol.58 (8), p.640-650

2005

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Identification of an early-stage Parkinson's disease neuromarker using event-related potentials, brain network analytics and machine-learning

Semi-supervised active learning using convolutional auto- encoder and contrastive learning

Using Brainwave Patterns Recorded from Plant Pathology Experts to Increase the Reliability of AI-Based Plant Disease Recognition System

Deep Brain Stimulation Can Differentiate Subregions of the Human Subthalamic Nucleus Area by EEG Biomarkers

Brain Network Analysis of EEG Recordings Can Be Used to Assess Cognitive Function in Teenagers With 15q13.3 Microdeletion Syndrome

Novel Bloodless Potassium Determination Using a Signal‐Processed Single‐Lead ECG

Noninvasive blood potassium measurement using signal-processed, single-lead ecg acquired from a handheld smartphone

Convolutional Neural Network for Multi-Category Rapid Serial Visual Presentation BCI

Human-in-the-loop active learning via brain computer interface

Autonomic dysregulation in panic disorder and in post-traumatic stress disorder: application of power spectrum analysis of heart rate variability at rest and in response to recollection of trauma or panic attacks

Back-Projection Cortical Potential Imaging: Theory and Results

Multimodal Neural Network for Rapid Serial Visual Presentation Brain Computer Interface

Spatiotemporal Representations of Rapid Visual Target Detection: A Single-Trial EEG Classification Algorithm

Biological and Behavioral Patterns of Post-Stroke Depression in Rats

Improved Back-Projection Cortical Potential Imaging by Multi-resolution Optimization Technique

Distinctive cardiac autonomic dysfunction following stress exposure in both sexes in an animal model of PTSD

Brain Network Activation Analysis Utilizing Spatiotemporal Features for Event Related Potentials Classification

“Clinical brain profiling”: A neuroscientific diagnostic approach for mental disorders

Passive fetal monitoring by adaptive wavelet denoising method

Preliminary evidence of reduced brain network activation in patients with post-traumatic migraine following concussion

Evaluating an EEG-based tool for assessing acute clinical and cognitive changes in adult outpatients with MDD treated with open-label, flexible-dose vortioxetine: A pilot study

Somatosensory evoked potentials during a rubber-hand illusion in schizophrenia

Early post-stressor intervention with propranolol is ineffective in preventing posttraumatic stress responses in an animal model for PTSD

Post-traumatic stress behavioural responses in inbred mouse strains: can genetic predisposition explain phenotypic vulnerability?

Unsupervised Fuzzy Clustering Analysis Supports Behavioral Cutoff Criteria in an Animal Model of Posttraumatic Stress Disorder

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