Department of Brain and Cognitive Engineering

Research output

Research output per year 1979 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2024

• 155082 Citations
• 176 h-index
• 1617 Article
• 883 Conference contribution
• 62 Conference article
• 54 Chapter
• 163 More
  • 45 Paper
  • 40 Editorial
  • 38 Review article
  • 25 Comment/debate
  • 8 Foreword/postscript
  • 5 Letter
  • 2 Book

Research output per year

Research output per year

Search results

• 2024

  An EEG Dataset of Neural Signatures in a Competitive Two-Player Game Encouraging Deceptive Behavior

  Chen, Y., Fazli, S. & Wallraven, C., 2024 Dec, In: Scientific data. 11, 1, 389.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • EEG Dataset 100%
  • Deceptive Behavior 100%
  • Decision-Making 100%
  • Annotation 50%
  • False Positive 50%

• Bimodal Transformer with Regional EEG Data for Accurate Gameplay Regularity Classification

  Lee, J. & Han, J. H., 2024 Mar, In: Brain Sciences. 14, 3, 282.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Classification Accuracy 100%
  • User Behavior 50%
  • Fold Cross Validation 50%
  • Attention (Machine Learning) 50%
  • Game Development 50%
  1 Citation (Scopus)

• Binaural Beats Modulated Affected Emotions: Evidence From Simultaneous Electroencephalography-Functional MRI Study

  Lee, C., Kang, J. E. & Lee, J. H., 2024, 12th International Winter Conference on Brain-Computer Interface, BCI 2024. Institute of Electrical and Electronics Engineers Inc., (International Winter Conference on Brain-Computer Interface, BCI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Functional Magnetic Resonance Imaging 100%
  • Electroencephalography 100%
  • Mood 100%
  • Cognitive Performance 50%
  • Emotional Ratings 50%

• Charitable crowdfunding donation-intention estimation depending on emotional project images using fNIRS-based functional connectivity

  Bak, S. J., Yeu, M., Min, D., Lee, J. & Jeong, J., 2024 May, In: PloS one. 19, 5 May, e0303144.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Behavior (Neuroscience) 100%
  • Functional Connectivity 100%
  • Functional near Infrared Spectroscopy 100%
  • Charitable Crowdfunding 100%
  • Donation Intention 100%

• Decoding the dynamic perception of risk and speed using naturalistic stimuli: A multivariate, whole-brain analysis

  Ju, U. & Wallraven, C., 2024 Mar, In: Human Brain Mapping. 45, 4, e26652.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Dynamic Perception 100%
  • Functional Magnetic Resonance Imaging 100%
  • Correlation Analysis 100%
  • Dynamic Rating 100%
  • Time-resolved Decoding 66%

• Decoding visual fatigue in a visual search task selectively manipulated via myopia-correcting lenses

  Ryu, H., Ju, U. & Wallraven, C., 2024, In: Frontiers in Neuroscience. 18, 1307688.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Visual Search 100%
  • Myopia 100%
  • Gyri 50%
  • Lingual Gyrus 50%
  • Functional Magnetic Resonance Imaging 25%

• Differentiating loss of consciousness causes through artificial intelligence-enabled decoding of functional connectivity

  Kim, Y. T., Kim, H., So, M., Kong, J., Kim, K. T., Hong, J. H., Son, Y., Sa, K., Do, S., Han, J. H. & Kim, J. B., 2024 Aug 15, In: NeuroImage. 297, 120749.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Intelligence 100%
  • Brain Disease 38%
  • Benzodiazepine Intoxication 33%
  • Metabolic Encephalopathy 33%
  • New-onset Refractory Status Epilepticus (NORSE) 33%

• Discovering individual fingerprints in resting-state functional connectivity using deep neural networks

  Lee, J. & Lee, J. H., 2024 Jan, In: Human Brain Mapping. 45, 1, e26561.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Functional Connectivity 100%
  • Resting-State 100%
  • Neural Network 100%
  • Fingerprints 100%
  • Resting-State Functional Connectivity 100%
  1 Citation (Scopus)

• EEG-based efficient demographic classification with selective data approach and scalable hybrid network

  Lee, J. & Han, J. H., 2024 May, In: Electronics Letters. 60, 10, e13229.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Convolutional Neural Network 100%
  • Neural Network 100%
  • Demographic Factor 33%
  • Puberty Stages 16%
  • Hybrid Block Method 16%

• Enhanced inhibitory control after out-of-phase theta tACS between the lDLPFC and dACC

  Kim, Y., Lee, J. H., Yun, S., Yang, J., Park, J. C., Kwon, J., Seo, J. & Min, B. K., 2024, 12th International Winter Conference on Brain-Computer Interface, BCI 2024. Institute of Electrical and Electronics Engineers Inc., (International Winter Conference on Brain-Computer Interface, BCI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Inhibitory Control 100%
  • Dorsolateral Prefrontal Cortex 100%
  • Anterior Cingulate Cortex 100%
  • Transcranial Alternating Current Stimulation 100%
  • Performance Task 33%

• Enhancing Everyday Seizure Detection: A Channel Reduction Approach

  Kim, M., Jo, D., Wang, I. N., Kim, H., Kim, J. B. & Kim, D. J., 2024, 12th International Winter Conference on Brain-Computer Interface, BCI 2024. Institute of Electrical and Electronics Engineers Inc., (International Winter Conference on Brain-Computer Interface, BCI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Cross-Validation 100%
  • Neurologic Disease 100%
  • Epilepsy 100%
  • Neurological Disorder 100%
  • Empirical Mode Decomposition 25%

• Heart rate variability as a preictal marker for determining the laterality of seizure onset zone in frontal lobe epilepsy

  Lee, S., Kim, H., Kim, J. H., So, M., Kim, J. B. & Kim, D. J., 2024, In: Frontiers in Neuroscience. 18, 1373837.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Preictal 100%
  • Seizure Onset Zone 100%
  • Frontal Lobe Epilepsy 100%
  • Epileptic Discharges 10%
  • Determination Model 10%

• Hyperosmolar therapy response in traumatic brain injury: Explainable artificial intelligence based long-term time series forecasting approach

  Jung, M. K., Hoon Roh, T., Kim, H., Jin Ha, E., Yoon, D., Min Park, C., Kim, S. H., You, N. & Kim, D. J., 2024 Dec 1, In: Expert Systems With Applications. 255, 124795.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Neurotrauma 100%
  • Traumatic Brain Injury 100%
  • Cerebral Perfusion Pressure 100%
  • Hyperosmolar Therapy 100%
  • Forecasting Approach 100%

• Integrated Convolutional and Graph Attention Neural Networks for Electroencephalography

  Kang, J. E., Lee, C. & Lee, J. H., 2024, 12th International Winter Conference on Brain-Computer Interface, BCI 2024. Institute of Electrical and Electronics Engineers Inc., (International Winter Conference on Brain-Computer Interface, BCI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Electroencephalography 100%
  • Neural Network 100%
  • Graph Attention Neural Network 100%
  • Convolutional Attention Neural Networks 100%
  • Brain-Computer Interface 20%

• Memristor-Based CNNs for Detecting Stress Using Brain Imaging Signals

  Bak, S., Park, J., Lee, J. & Jeong, J., 2024 Feb 1, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 8, 1, p. 140-149 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Imaging Signal 100%
  • Memristor 100%
  • Convolutional Neural Network 100%
  • Neural Network 100%
  • Brain Imaging 100%
  2 Citations (Scopus)

• Neuromodulation of inhibitory control using phase-lagged transcranial alternating current stimulation

  Kim, Y., Lee, J. H., Park, J. C., Kwon, J., Kim, H., Seo, J. & Min, B. K., 2024 Dec, In: Journal of NeuroEngineering and Rehabilitation. 21, 1, 93.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Theta Rhythm 100%
  • Non-Invasive Brain Stimulation 100%
  • Sustained Potential 100%

• Non-invasive electrical brain stimulation modulates human conscious perception of mental representation

  Seo, J. & Min, B. K., 2024 Jul 1, In: NeuroImage. 294, 120647.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Default Mode Network 100%
  • Electrical Brain Stimulation 100%
  • Functional Magnetic Resonance Imaging 50%
  • Transcranial Alternating Current Stimulation 50%
  • Cognitive Science 50%

• Out-of-phase transcranial alternating current stimulation modulates the neurodynamics of inhibitory control

  Seo, J., Lee, J. & Min, B. K., 2024 Apr 15, In: NeuroImage. 292, 120612.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Transcranial Alternating Current Stimulation 100%
  • Neuromodulation 40%
  • Functional Magnetic Resonance Imaging 20%
  • Functional Connectivity 20%
  • Dorsolateral Prefrontal Cortex 20%
  1 Citation (Scopus)

• Use of functional magnetic resonance imaging to identify cortical loci for lower limb movements and their efficacy for individuals after stroke

  Choi, M., Kim, H. C., Youn, I., Lee, S. J. & Lee, J. H., 2024 Dec, In: Journal of NeuroEngineering and Rehabilitation. 21, 1, 58.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Toe Flexion 100%
  • Ankle Rotations 50%
  • Cortical Homunculus 50%
  1 Citation (Scopus)
• 2023

  Autoencoder and restricted Boltzmann machine for transfer learning in functional magnetic resonance imaging task classification

  Hwang, J., Lustig, N., Jung, M. & Lee, J. H., 2023 Jul, In: Heliyon. 9, 7, e18086.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Classification Task 100%
  • Boltzmann Equation 100%
  • Deep Neural Network 100%
  • Autoencoder 100%
  • Transfer Learning 100%
  3 Citations (Scopus)

• Contextual Augmentation Based on Metric-Guided Features for Ocular Axial Length Prediction

  Jeong, Y., Han, J. H. & Oh, J. R., 2023 Jul, In: Mathematics. 11, 13, 3021.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Metrics 100%
  • Length Measurement 100%
  • Deep Learning 50%
  • Mean Absolute Error 50%
  • Based Metric Learning 50%

• Correction to: SleepExpertNet: high‑performance and class‑balanced deep learning approach inspired from the expert neurologists for sleep stage classification (Journal of Ambient Intelligence and Humanized Computing, (2023), 14, 6, (8067-8083), 10.1007/s12652-022-04443-2)

  Lee, C. H., Kim, H. J., Kim, Y. T., Kim, H., Kim, J. B. & Kim, D. J., 2023 Jun, In: Journal of Ambient Intelligence and Humanized Computing. 14, 6, p. 8085 1 p.

  Research output: Contribution to journal › Comment/debate › peer-review

  Open Access

  • Medicine 100%
  • Sleep Stage 100%
  • Neurology 100%
  • Human-centered Computing 100%

• Cross Encoding as Augmentation: Towards Effective Educational Text Classification

  Lee, H. S., Choi, S., Lee, Y., Moon, H., Oh, S., Jeong, M., Go, H. & Wallraven, C., 2023, Findings of the Association for Computational Linguistics, ACL 2023. Association for Computational Linguistics (ACL), p. 2184-2195 12 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Educational Texts 100%
  • Text Classification 100%
  • Auto-tagging 66%
  • Bi-encoder 33%
  • Cross-encoder 33%
  1 Citation (Scopus)

• Deep learning-based electroencephalic diagnosis of tinnitus symptom

  Hong, E. S., Kim, H. S., Hong, S. K., Pantazis, D. & Min, B. K., 2023, In: Frontiers in Human Neuroscience. 17, 1126938.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Tinnitus 100%
  • Oddball Task 25%
  • Alpha Wave 20%
  • Passive Oddball 12%
  3 Citations (Scopus)

• Differentiating changes in movement-related EEG response induced by transcranial direct current stimulation using convolutional neural network

  Jeong, J. H., Sung, D. J., Kim, K. T., Kim, D. J. & Kim, H., 2023, 2023 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference, EMBC 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Neural Network 100%
  • Electroencephalography 100%
  • Transcranial Direct Current Stimulation 100%
  • Foot Tapping 25%
  • Neuronal Excitability 12%

• Dynamic measurements of speed and risk perception during driving: Evidence of speed misestimation from continuous ratings and video analysis

  Ju, U. & Wallraven, C., 2023 Sept, In: PloS one. 18, 9 September, e0291043.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Misestimation 100%
  • Continuous Rating 100%
  • Risk Perception 100%
  • Dynamic Rating 50%
  • Trace Dynamics 25%

• Editorial: Neurorobotics explores the human senses

  Khamassi, M., Mirolli, M. & Wallraven, C., 2023, In: Frontiers in Neurorobotics. 17, 1214871.

  Research output: Contribution to journal › Editorial › peer-review

  Open Access
  1 Citation (Scopus)

• EEG-Based Multioutput Classification of Sleep Stage and Apnea Using Deep Learning

  Jo, D., Lee, C. H., Kim, H., Kim, H., Kim, J. B. & Kim, D. J., 2023, 11th International Winter Conference on Brain-Computer Interface, BCI 2023. Institute of Electrical and Electronics Engineers Inc., (International Winter Conference on Brain-Computer Interface, BCI; vol. 2023-February).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Electroencephalography 100%
  • Sleep Stage 100%
  • Multi-output Classification 100%
  • Sleep Quality 50%
  • Polysomnography 33%
  1 Citation (Scopus)

• Effects of altered functional connectivity on motor imagery brain–computer interfaces based on the laterality of paralysis in hemiplegia patients

  Lee, S., Kim, H., Kim, J. B. & Kim, D. J., 2023 Nov, In: Computers in Biology and Medicine. 166, 107435.

  Research output: Contribution to journal › Article › peer-review

  • Functional Connectivity 100%
  • Hemispheric Dominance 100%
  • Hemiplegia 100%
  • Brain Activation 60%
  • Electroencephalogram 40%

• General psychopathology factor (p-factor) prediction using resting-state functional connectivity and a scanner-generalization neural network: p-factor prediction using a deep neural network

  Hong, J., Hwang, J. & Lee, J. H., 2023 Feb, In: Journal of Psychiatric Research. 158, p. 114-125 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Functional Connectivity 100%
  • Resting-State 100%
  • Neural Network 100%
  • Resting-State Functional Connectivity 100%
  • General Psychopathology Factor 100%
  6 Citations (Scopus)

• Inherent seizure susceptibility in patients with antihistamine-induced acute symptomatic seizure: a resting-state EEG analysis

  Kim, H., Wang, I. N., Park, J. S., Kim, K. T., Kong, J., Kim, J. B. & Kim, D. J., 2023 Dec, In: Scientific reports. 13, 1, 9146.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Electroencephalography 100%
  • Antihistamines 100%
  • Functional Connectivity 22%
  • Support Vector Machine 11%
  • Machine Learning Algorithm 11%
  2 Citations (Scopus)

• Inter-Brain Synchrony Pattern Investigation on Triadic Board Game Play-Based Social Interaction: An fNIRS Study

  Park, J., Shin, J., Lee, J. & Jeong, J., 2023, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 31, p. 2923-2932 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Frontopolar Cortex 100%
  • World Interaction 100%
  • Play-based 100%
  • Interpersonal Interaction 20%
  • Real-world Interaction 14%
  1 Citation (Scopus)

• Interpretability of Hybrid Feature Using Graph Neural Networks from Mental Arithmetic Based EEG

  Jung, M. K., Kim, H., Lee, S., Kim, J. B. & Kim, D. J., 2023, 11th International Winter Conference on Brain-Computer Interface, BCI 2023. Institute of Electrical and Electronics Engineers Inc., (International Winter Conference on Brain-Computer Interface, BCI; vol. 2023-February).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Interpretability 100%
  • Graph Neural Network 100%
  • Electroencephalogram 100%
  • Spectroscopy 80%
  • Power Spectral Density 57%
  2 Citations (Scopus)

• Model-Based Simultaneous Multi-Slice (SMS) Reconstruction with Hankel Subspace Learning for Accelerated MR T1 Mapping

  Kim, S., Wu, H. & Han, J. H., 2023 Jul, In: Mathematics. 11, 13, 2963.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • State-of-the-Art Method 100%
  • Acceleration Factor 100%
  • Experimental Result 100%
  • Optimization Problem 100%
  • Reconstructed Image 100%

• Neural representations of the perception of handwritten digits and visual objects from a convolutional neural network compared to humans

  Lee, J., Jung, M., Lustig, N. & Lee, J. H., 2023 Apr 1, In: Human Brain Mapping. 44, 5, p. 2018-2038 21 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Neural Network 100%
  • Visual Perception 42%
  • Functional Magnetic Resonance Imaging 28%
  • Parietal Cortex 28%
  • Temporal Lobe 14%
  1 Citation (Scopus)

• Prediction of Serious Intracranial Hypertension from Low-Resolution Neuromonitoring in Traumatic Brain Injury: An Explainable Machine Learning Approach

  Jung, M. K., Ahn, D., Park, C. M., Ha, E. J., Roh, T. H., You, N. K., Yoon, D., Kim, H., Kim, S. H. & Kim, D. J., 2023 Apr 1, In: IEEE Journal of Biomedical and Health Informatics. 27, 4, p. 1903-1913 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Traumatic Brain Injury 100%
  • Machine Learning Approach 100%
  • Neuromonitoring 100%
  • Intracranial Hypertension 100%
  • Explainable Machine Learning 100%
  6 Citations (Scopus)

• Putting Vision and Touch into Conflict: Results from a Multimodal Mixed Reality Setup

  Kang, H., Kang, T. & Wallraven, C., 2023 Dec 1, In: IEEE Transactions on Visualization and Computer Graphics. 29, 12, p. 5224-5234 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Exploratory Behavior 100%
  • Behavior (Neuroscience) 100%
  • Tracking Pattern 50%
  • Real-world Haptics 50%
  • Conflict Situation 50%

• Relationship between virtual reality balloon analogue risk task and risky decision-making

  Ju, U. & Wallraven, C., 2023 Feb, In: PloS one. 18, 2 February, e0282097.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Virtual Reality 100%
  • Task Selection 100%
  • Risky Decision Making 100%
  • Balloon Analogue Risk Task 100%
  • Decision-Making 100%
  2 Citations (Scopus)

• Reliability of self-reported dispositional mindfulness scales and their association with working memory performance and functional connectivity

  Kim, Y., Lee, J., Tegethoff, M., Meinlschmidt, G., Yoo, S. S. & Lee, J. H., 2023 Jul, In: Brain and Cognition. 169, 106001.

  Research output: Contribution to journal › Article › peer-review

  • Dispositional Mindfulness 100%
  • Mindfulness Questionnaires 100%
  • Trait Mindfulness 28%
  • Value Correction 14%
  • Consistency Level 14%
  1 Citation (Scopus)

• Resting-state electroencephalographic characteristics related to mild cognitive impairments

  Kim, S. E., Shin, C., Yim, J., Seo, K., Ryu, H., Choi, H., Park, J. & Min, B. K., 2023, In: Frontiers in Psychiatry. 14, 1231861.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Mild Cognitive Impairment 100%
  • Resting-State 100%
  • Electroencephalography 45%
  • Alzheimer's Disease 45%
  • Functional Connectivity 9%
  4 Citations (Scopus)

• SleepExpertNet: high-performance and class-balanced deep learning approach inspired from the expert neurologists for sleep stage classification

  Lee, C. H., Kim, H. J., Kim, Y. T., Kim, H., Kim, J. B. & Kim, D. J., 2023 Jun, In: Journal of Ambient Intelligence and Humanized Computing. 14, 6, p. 8067-8083 17 p.

  Research output: Contribution to journal › Article › peer-review

  • Decision Making 100%
  • Learning Model 100%
  • Sleep Disorder 100%
  • Sleep Stage 100%
  • Electroencephalogram 66%
  4 Citations (Scopus)

• Subject-Transfer with Subject-Specific Fine-Tuning Based on Multi-Model CNN for Motor Imagery Brain-Computer Interface

  Jeong, J. H., Sung, D. J., Kim, K. T., Lee, S. J., Kim, D. J. & Kim, H., 2023, 11th International Winter Conference on Brain-Computer Interface, BCI 2023. Institute of Electrical and Electronics Engineers Inc., (International Winter Conference on Brain-Computer Interface, BCI; vol. 2023-February).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Subject-specific 100%
  • Subject Transfer 100%
  • Convolutional Neural Network 100%
  • Motor Imagery Brain-computer Interface 100%
  • Multi-model 100%
  1 Citation (Scopus)

• Sub-Nyquist Coherent Imaging Using an Optimizing Multiplexed Sampling Scheme [Tips & Tricks]

  Jeong, Y., Tayebi, B. & Han, J. H., 2023 Nov 1, In: IEEE Signal Processing Magazine. 40, 7, p. 81-88 8 p.

  Research output: Contribution to journal › Article › peer-review

  • Multiplexing 100%
  • Holography 100%
  • Fourier Transform 100%
  • Familiarity 100%
  • Nyquist Frequency 100%

• Visuo-haptic processing of unfamiliar shapes: Comparing children and adults

  AlAhmed, F., Rau, A. & Wallraven, C., 2023 Oct, In: PloS one. 18, 10 OCTOBER, e0286905.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Haptics 100%
  • Visuo-haptic 100%
  • Perceptual Space 100%
  • Similarity Score 66%
  • Children's Group 66%
• 2022

  2020 International brain–computer interface competition: A review

  Jeong, J. H., Cho, J. H., Lee, Y. E., Lee, S. H., Shin, G. H., Kweon, Y. S., Millán, J. D. R., Müller, K. R. & Lee, S. W., 2022 Jul 22, In: Frontiers in Human Neuroscience. 16, 898300.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  • Computer Interface 100%
  • Brain-Computer Interface 100%
  • Brain Computer Interface 100%
  • Electroencephalography 100%
  • Technical Advance 14%
  19 Citations (Scopus)

• Acoustic Simulation for Transcranial Focused Ultrasound Using GAN-Based Synthetic CT

  Koh, H., Park, T. Y., Chung, Y. A., Lee, J. H. & Kim, H., 2022 Jan 1, In: IEEE Journal of Biomedical and Health Informatics. 26, 1, p. 161-171 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Acoustic Simulation 100%
  • Skull 100%
  • Computed Tomography 100%
  • Tomography 100%
  • Synthetic CT 50%
  19 Citations (Scopus)

• Artificial Intelligence in Eye Disease: Recent Developments, Applications, and Surveys

  Han, J. H., 2022 Aug, In: Diagnostics. 12, 8, 1927.

  Research output: Contribution to journal › Editorial › peer-review

  Open Access
  12 Citations (Scopus)

• Autonomic Dysfunction in Sleep Disorders: From Neurobiological Basis to Potential Therapeutic Approaches

  Kim, H., Jung, H. R., Kim, J. B. & Kim, D. J., 2022 Mar, In: Journal of Clinical Neurology (Korea). 18, 2, p. 140-151 12 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  • Autonomic Regulation 100%
  • Visceral Functions 50%
  • Sleep Abnormalities 50%
  • Neuroendocrine Secretion 50%
  • Breathing Disorders 50%
  16 Citations (Scopus)

• CNN-based Subject-Transfer Approach for Training Minimized Lower-Limb MI-BCIs

  Jeong, J. H., Kim, K. T., Lee, S. J., Kim, D. J. & Kim, H., 2022, 10th International Winter Conference on Brain-Computer Interface, BCI 2022. Institute of Electrical and Electronics Engineers Inc., (International Winter Conference on Brain-Computer Interface, BCI; vol. 2022-February).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Neural Network 100%
  • Subject Transfer 100%
  • Convolutional Neural Network 100%
  • Transfer Approach 100%
  • Motor Imagery Brain-computer Interface 100%
  3 Citations (Scopus)

• Cognitive modeling using multivariate multiscale entropy analysis of EEG: entropy changes according to auditory inputs and the level of attention

  Kim, D. Y., Heo, J. W., Kim, Y. T., Kim, J. B. & Kim, D. J., 2022, 2022 IEEE International Conference on Consumer Electronics-Asia, ICCE-Asia 2022. Institute of Electrical and Electronics Engineers Inc., (2022 IEEE International Conference on Consumer Electronics-Asia, ICCE-Asia 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Multivariate multiscale Entropy 100%
  • Multiscale Entropy Analysis 100%
  • Entropy Change 100%
  • Random Signal 100%
  • Electroencephalogram 100%