Publications

Seong-Ho Ahn†, Han Na Jang, Seeun Kim, Min-Jee Kim, Mi-Sun Yum*, Dong-Hwa Jeong*,  "Identification of topological alterations using microstate dynamics in patients with infantile epileptic spasms syndrome," Scientific Reports, 15, 2025

Seong-Ho Ahn†, Kwangil Yim†, Hyun-Sik Won, Kang-Min Kim*, Dong-Hwa Jeong*, ”Discovering Time-Varying Public Interest for COVID-19 Case Prediction in South Korea Using Search Engine Queries: Infodemiology Study”, Journal of Medical Internet Research, 2024, 26, e63476

Seoyeon Kim†, Seong-Ho Ahn†, Min-Seo Kim, Minji Lee*, Dong-Hwa Jeong*, "Human Everyday Experience Metric Recognition Based on Classifier Chains Using Heart Rate,” Proc. the 15th International Conference on ICT Convergence (ICTC), Jeju, Korea, Oct. 16-18, 2024.  

Seo-Hyeon Bae, Hosam Choi, Jisun Lee, Min-Ho Kang, Seong-Ho Ahn, ..., Dong-Hwa Jeong*, Kiyoun Lee*, and Jae-Hwan Nam*, "Rational Design of Lipid Nanoparticles for Enhanced mRNA Vaccine Delivery via Machine Learning". Small, 2024, 2405618. 

Seong-Ho Ahn, Seeun Kim, Dong-Hwa Jeong*, "Unsupervised Domain Adaptation for Mitigating Sensor Variability and Interspecies Heterogeneity in Animal Activity Recognition,” Animals, 2023

Junyeong Heo, Youjin Kang, SangKeun Lee, Dong-Hwa Jeong*, and Kang-Min Kim*, “An Accurate Deep Learning–Based System for Automatic Pill Identification: Model Development and Validation,” Journal of Medical Internet Research, 2023

Dong-Hwa Jeong*, Se-Eun Kim, Woo-Hyeok Choi, and Seong-Ho Ahn, "A Comparative Study on the Influence of Undersampling and Oversampling Techniques for the Classification of Physical Activities Using an Imbalanced Accelerometer Dataset," Healthcare, 2022

WooHyeok Choi, Min-Jee Kim, Mi-Sun Yum, and Dong-Hwa Jeong*, "Deep Convolutional Gated Recurrent Unit Combined with Attention Mechanism to Classify Pre-Ictal from Interictal EEG with Minimized Number of Channels," Journal of Personalized Medicine, 2022

Dong-Hwa Jeong and Jaeseung Jeong, “In-ear EEG based Attention State Classification using Echo State network,” Brain Sciences, 2020

Nam, Sungu, Hoon-Hee Kim, Dong-Hwa Jeong, Youngjo Song, Jeungmin Lee, and Jaeseung Jeong. "Questionnaire accuracy measurement and verification using bio signal sensor based virtual reality head mounted display." IBRO Reports 6, 2019

Dong-Hwa Jeong, Jaeseung Jeong, Pyeong Soo Kim, and Jeungmin Lee. "Automatic Sleep Stage Classification with Multiclass Support Vector Machines Using Forehead and In-Ear EEG Electrodes." In 2018 3rd International Conference on Biomedical Imaging, Signal Processing (ICBSP 2018). Polytechnic University of Bari, 2018.

Dong-Hwa Jeong, and Jaeseung Jeong. "Mutual Information-based Feature Selection for the Attention State Classification using an Earphone-shaped EEG Instrument." In 2017 2nd International Conference on Medical Information and Bioengineering. International Academy of Computing Technology, 2017.

Dong-Hwa Jeong, Jaeseung Jeong, Yonguk Chae, and Heonyeong Choi. "Earphone-shaped EEG instrument for real-time brain state monitoring." In 2017 1st Human Brain Project Student Conference. Human Brain Project Education Programme Office, 2017.

Dong-Hwa Jeong, Jaeseung Jeong, YongWook Chae, and HyeonYoung Choi. "Identification of Attention State for Menu-Selection using In-Ear EEG Recording." In 2017 5th International Winter Conference on Brain-Computer Interface (BCI), pp. 112-114. IEEE, 2017.

Dong-Hwa Jeong, Young-Do Kim, In-Uk Song, Yong-An Chung, and Jaeseung Jeong, “Wavelet Energy and Wavelet Coherence as EEG Biomarkers for the Diagnosis of Parkinson’s Disease-related Dementia and Alzheimer’s Disease,” Entropy, 2016

Hyunju You, Yu Sang Lee, Eunsoong An, Donghwa Jeong, Seongkyun Kim, Jaeseung Jeong, Yongtae Kwak, Seungyeoun Lee, “The Sex-Related Differences of EEG Coherences between Patients with Bipolar Disorder and Controls, Korean Journal of Biological Psychiatry, 2015

Dong-Hwa Jeong, Dae-Geun Jang, and Min-Soo Hahn, "A Morphological Approach to Feature Extraction from the Photoplethysmograph,” Proceeding of the 2010 Korea Signal Processing Conference, 23 (1), 2010

Patent

Dong-Hwa Jeong, Seong-Ho Ahn, Dongkook Park, Seonghoon Kim, "System for Improving Heterogeneous Animal Behavior Recognition using Domain Adaptation-based Deep Learning and Its Method," Korean Patent Pending 10-2024-0114579

Dong-Hwa Jeong, Kang-Min Kim, Seong-Ho Ahn, Kwang Il Yim, "Methods for Generating Infectious Disease Prediction Keyword That Changes Over Time based on Word Embedding and Apparatus Performing the Same," US Patent Pending 18/623,731

Dong-Hwa Jeong, Seeun Kim, Gyeong-Bin Park, Min-Seo Kim, Hee-Su An, Jaewon Yang, "Eye Tracking based Intelligent Testing Method and System Thereof" Korean Patent Pending 10-2023-0184326

Dong-Hwa Jeong, Kang-Min Kim, Seong-Ho Ahn, Kwang Il Yim, "Methods for Generating Infectious Disease Prediction Keyword That Changes Over Time based on Word Embedding and Apparatus Performing the Same," Korean Patent Pending 10-2023-0112512

Woojin Byun, Inki Cho, Jaeseung Jeong, Donghwa Jeong, “ADHD/ADS diagnosis system using EEG and eyetracker,” Korean Patent 10-2064510

Woojin Byun, Inki Cho, Jaeseung Jeong, Donghwa Jeong, “Apparatus for controlling internet usage using EEG and method thereof,” Korean Patent 10-2064789

Dong-Hwa Jeong, Jaeseung Jeong, Hoon-Hee Kim, “Earphone-shaped EEG device,” Korean Design Patent, 30-0869183.

MiYoung Kim, TaeHo Hwang, EunMi Oh, MinSu Hwangbo, JaeHwan Jahng, DongHwa Jeong, JinGeung Jung, Jaeseung Jeong, “Mobile device and control method using brain wave,” Korean Patent pending (10-2014-0065339).