Yoon G. Chung
Songnam, Republic of Korea
Last Updated: 09/26/2026
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Found 23 publications
Patient-independent automated pediatric seizure monitoring based on expert-labeled electrographic ictal data as core reference knowledge.
Journal: Clinical and experimental pediatrics
Published: April 23, 2026
Toward practical standardization: Development of clinical common data elements for pediatric epilepsy in Korea and exploration of their clinical utility.
Journal: Seizure
Published: November 26, 2025
Improving epilepsy monitoring using long-term, in-home-bi-modal seizure monitoring device: clinical utilities and obstacles from a pilot study.
Journal: Frontiers in neurology
Published: April 11, 2025
Data transformation of unstructured electroencephalography reports by natural language processing: improving data usability for large-scale epilepsy studies.
Journal: Frontiers in neurology
Published: November 01, 2024
Diagnosis and Screening of Velocardiofacial Syndrome by Evaluating Facial Photographs Using a Deep Learning-Based Algorithm.
Journal: Plastic and reconstructive surgery
Published: October 02, 2024
Single-channel seizure detection with clinical confirmation of seizure locations using CHB-MIT dataset.
Journal: Frontiers in neurology
Published: February 22, 2024
Development of a machine learning model to identify intraventricular hemorrhage using time-series analysis in preterm infants.
Journal: Scientific reports
Published: February 02, 2024
Deep learning-based automated detection and multiclass classification of focal interictal epileptiform discharges in scalp electroencephalograms.
Journal: Scientific reports
Published: January 08, 2023
Deep Learning-Based Detection of Epileptiform Discharges for Self-Limited Epilepsy With Centrotemporal Spikes.
Journal: IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society
Published: October 19, 2022
Variations of Resting-State EEG-Based Functional Networks in Brain Maturation From Early Childhood to Adolescence.
Journal: Journal of clinical neurology (Seoul, Korea)
Published: November 03, 2021
Big data analysis and artificial intelligence in epilepsy - common data model analysis and machine learning-based seizure detection and forecasting.
Journal: Clinical and experimental pediatrics
Published: May 31, 2021
Deep Convolutional Neural Network Based Interictal-Preictal Electroencephalography Prediction: Application to Focal Cortical Dysplasia Type-II.
Journal: Frontiers in neurology
Published: August 14, 2020
Last Updated: 09/26/2026