INTERNATIONAL CONFERENCES

2025

SSPNet: Towards Feasible Spatio-Spectral Portraits-Based Deep Learning Framework for Neurodegenerative Disease Multi-Classification

H.-J. Kim, D. Park, J.-W. Jang, Y.-G Ju and D.-O. Won*

The 28th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2025), Daejeon, Republic of Korea, Sep 23-27, 2025

EEG-Based Deep Learning Approaches in Neurocognitive Disorder

J.-W. Jang, D. Park, Y.-G Ju and D.-O. Won*

Hallym BRAIN Conference (KOBRA 2025), Gangwon, Republic of Korea, Jun 16-20, 2025

Noise-Injected Gated CT Training Framework for Coronary Artery Calcium Segmentation on Non-Gated CT 

M. Heo, M. Hwangbo, Y.-E. Jeon, H.-J. Kim and D.-O. Won*

Hallym BRAIN Conference (KOBRA 2025), Gangwon, Republic of Korea, Jun 16-20, 2025

Comparative Analysis of Deep Learning-Based Classification using EEG Frequency and Channel Combinations for Neurodegenerative Diseases

D. Kim, D. Park, J.-W. Jang and D.-O. Won*

Hallym BRAIN Conference (KOBRA 2025), Gangwon, Republic of Korea, Jun 16-20, 2025

Deep Learning-based Early Dementia Detection using Spontaneous Speech : A Transcription and Linguistic Annotation-free Approach 

S.-Y. Lee, D. Park, J.-W. Jang, Y.-G. Ju and D.-O. Won*

Hallym BRAIN Conference (KOBRA 2025), Gangwon, Republic of Korea, Jun 16-20, 2025

Towards Feasible Deep Learning Approach Using EEG for Neurodegenerative Diseases

D. Park, H.-J. Kim, Y.-G Ju and D.-O. Won*

Proc. of the 13th IEEE International Winter Conference on Brain-Computer Interface (BCI 2025), Gangwon, Republic of Korea, Feb 24-26, 2025

Parameter Pliable Variational Mode Decomposition and Clustering based Gravitational Search Algorithm Techniques for Bird Sound Classification 

S.-K. Prabhakar, D. Park, Y.-G Ju and D.-O. Won*

Proc. of the 27th International Conference on Advanced Communication Technology, Gangwon, Republic of Korea, Feb 16-19, 2025

Intergrative Human-Computer Interaction System Using Eyes and Facial Movement

J. Park, and J.-W. Jang, D. Park, Y.-G. Ju, K.-T. Kim, C.-H. Kim, J.-J. Lee and D.-O. Won*

IEEE 43rd International Conference on Consumer Electronics, Las Vegas, Nevada, USA Jan 11-14, 2025

A Proposed LLM-Based Supported Treatment Framework for Intracerebral Hemorrhage

H.-J. Kim, D. Park, J.-J. Lee, J.-P. Jeon and D.-O. Won*

IEEE 43rd International Conference on Consumer Electronics, Las Vegas, Nevada, USA Jan 11-14, 2025

A Conversational Interaction Framework Using Large Language Models for Personalized Elderly Care

K. So, H.-J. Kim, D.-S. Shin, J.-A. Sim, J.-J. Lee, D. Duong, K. Meisinger and D.-O. Won*

IEEE 43rd International Conference on Consumer Electronics, Las Vegas, Nevada, USA Jan 11-14, 2025

A Proposed Depth Camera-Based Gait Monitoring System for Stroke Detection

M.H. Lee, H.-J. Kim, I.C. Jeong, J.-J. Lee, C.-H. Kim and D.-O. Won*

IEEE 43rd International Conference on Consumer Electronics, Las Vegas, Nevada, USA Jan 11-14, 2025

A Multi-CAM Based Robust Interpretations Framework in Medical Image Analysis

Y.-E. Jeon, M. Hwangbo, M. Heo, H.-J. Kim, G.-H. Son and D.-O. Won*

IEEE 43rd International Conference on Consumer Electronics, Las Vegas, Nevada, USA Jan 11-14, 2025

2024

The Prospect of LLMs-Based Communication in Primary Care

D. Park, K. So, D.-S. Shin, D.-O. Won* and D. Duong

AMIA 2024 Annual Symposium, San Francisco, California, USA Nov 9-13, 2024

A Large Language Model-Based Voice Interaction Framework for Older Adults Living Alone

K. So, D.-S. Shin, J.-A. Sim, J.-J. Lee, D.-O. Won*, D. Duong and K. Meisinger

AMIA 2024 Annual Symposium, San Francisco, California, USA Nov 9-13, 2024

VAMLM-PDD: Vigorous Amalgamated Machine Learning Model for Investigating Parkinson's Disease Detection

S.-K. Prabhakar, D. Park, Y.-G. Ju and D.-O. Won*

Proc. of the 39th International Technical Conference on Circuits/Systems, Computers and Communications, Okinawa, Japan July 2-5, 2024

Exploration of Deep Learning-Based Optimal Models and Interpretation Using eXplainable AI for Fetal Head Region Segmentation in Ultrasound Imaging

M. Hwangbo, Y.-E. Jeon, H.-J. Kim, G.-H. Son, J.-J. Lee and D.-O. Won*

The 39th International Technical Conference on Circuits/Systems, Computers and Communications, Okinawa, Japan July 2-5, 2024

Deep Learning-Based Approach using EEG in Neurocognitive Disorder Assessment

D. Park, Y.-G. Ju, J.-J. Jang, K.-T. Kim and D.-O. Won*

The 39th International Technical Conference on Circuits/Systems, Computers and Communications, Okinawa, Japan July 2-5, 2024

Designing Conversational Voice Companion for Older Adults Living Alone Based on Large Language Models

K. So, B. -R. Lee, H.-J. Kim, J. -A. Sim, D.-S. Shin, D. Duong, K. Meisinger and D.-O. Won*

46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Orlando, Florida, USA July 15-19, 2024

A Preliminary Study: Efficacy of EEG-based Classification in Cognitive Impairments

D. Park, Y.-G. Ju, J.-H. Sohn, J.-J. Lee and D.-O. Won*

46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Orlando, Florida, USA July 15-19, 2024

Attentional Indicators and Quantitative EEG Alterations through Respiratory Pattern Manipulation

D. Park, Y.-G. Ju and D.-O. Won*

The 2024 OHBM Annual Meeting, Seoul, Korea, June 23-27, 2024

2023

Stable Character Recognition Strategy using Ventilation Manipulation in ERP-Based Brain-Computer Interface

D. Park, Y.-G. Ju and D.-O. Won*

Proc. of the 7th Asian Conference on Pattern Recognition (ACPR 2023), Kitakyushu, Japan, Nov 5-8, 2023

An Automated Framework for Accurately Classifying Financial Tables in Enterprise

H.-J. Kim, Y.-E. Jeon, W.-S. Jung, D.-H. Bae, Y.-I. Park and D.-O. Won*

Proc. of the 7th Asian Conference on Pattern Recognition (ACPR 2023), Kitakyushu, Japan, Nov 5-8, 2023

The Comparison Analysis of the Cervical Features Between Mid- and Full-term Pregnancy in Ultrasound Images Using eXplainable AI

Y.-E. Jeon, G.-H. Son, H.-J. Kim, J.-J. Lee and D.-O. Won*

Proc. of the 8th International Workshop, PIPPI 2023, held in Conjunction with MICCAI, Vancouver, Canada, Oct 12, 2023

Mixture Model-Based Approach for Accurate Finance Table Image Classification

H.-J. Kim, Y.-E. Jeon, W.-S. Jung, D.-H. Bae, Y.-I. Park and D.-O. Won*

The 2023 IEEE Conference on Systems, Man, and Cybernetics , Hawaii, USA, Oct 1-4, 2023

A Comparative Study via Explainable AI Methods of Preterm Birth Prediction Model Trained on Ultrasound Images with Slight Changes

Y.-E. Jeon, G.-H. Son, H.-J. Kim, J.-J. Lee and D.-O. Won*

The 2023 IEEE Conference on Systems, Man, and Cybernetics , Hawaii, USA, Oct 1-4, 2023

Target spectral band canonical correlation analysis enhancing target frequency feature extraction in SSVEP-based BCI

Y.-G. Ju, D. Park and D.-O. Won*

The IEEE SMC 13th Workshop on Brain-Machine Interface (BMI) Systems, Hawaii, USA, Oct 1-4, 2023

Stable Cognitive Attention through Ventilation Pattern Manipulation in ERP-Based Brain-Computer Interfaces

D. Park, Y.-G. Ju and D.-O. Won*

The IEEE SMC 13th Workshop on Brain-Machine Interface (BMI) Systems, Hawaii, USA, Oct 1-4, 2023

Alterations of Physiological Attention Indicators via Ventilation Pattern Manipulation in ERP-Based Brain-Computer Interface

D. Park, Y.-G. Ju and D.-O. Won*

The 13th International Conference on Cognitive Science, Seoul, Republic of Korea, Aug 23-25, 2023

Analyzing Gait of Stroke Patients Using Motion Capture Technology: A Proposal for Foot Position-based Approach

M.-H. Lee, H.-J. Kim, S. Ryu, C.-H. Kim, J.-J. Lee, D.-O. Won*

The 13th International Conference on Cognitive Science, Seoul, Republic of Korea, Aug 23-25, 2023

ART-Wav: Adaptive Reinforcement Transfer learning with Wavelets for Microarray Analysis 

S.K. Prabhakar and D.-O. Won*

22nd IEEE International Conference on Cognitive Informatics & Cognitive Computing, California, USA, August 19-21, 2023

A Comparison of Signal-to-Noise Ratio Analysis for Enhancement High-frequency SSVEP System

Y.-G. Ju, D. Park and D.-O. Won*

45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Sydney, Australia, July 24-27, 2023

Efficacy of Short-Term Respiratory Pattern Manipulation in ERP- based Brain Computer Interfaces

D. Park, Y.-G. Ju and D.-O. Won*

45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Sydney, Australia, July 24-27, 2023

The Effect of Ultrasound Image Processing depending on Guidance for Finding a New Preterm Birth Marker

Y.-E. Jeon, G.-H. Son, H.-J. Kim, J.-J. Lee and D.-O. Won*

45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Sydney, Australia, July 24-27, 2023

~2022

Learning Machines Can Curl - Adaptive deep reinforcement learning enables the robot Curly to win against human players in an icy world

D.-O. Won, S.-H. Lee, K.-R. Müller and S.-W. Lee

Proc. of Neural Information Processing Systems (NeurIPS), Vancouver, Canada, Dec 2019

Improving Classification Performance of A Brain-Computer Interface System Based on Rapid Serial Visual Presentation By Shifting Stimuli

D.-O. Won and S.-W. Lee

Proc. of 7th Graz Brain-Computer Interface Conference, Graz, Austria, August 18-22, 2017

Change in Functional Networks for Transitions between States of Consciousness during Midazolam-induced Sedation

M. Lee, D.-O. Won and S.-W. Lee

Proc. of the 39th International Conference of Engineering in Medicine and Biology Society, Korea, July 11-15, 2017

Shifting Stimuli for Brain Computer Interface based on Rapid Serial Visual Presentation

D.-O. Won and S.-W. Lee

Proc. of the 5th International Winter Conference on Brain-Computer Interface, Korea, Jan. 9-11, 2017

Classification of Wakefulness and Anesthetic Sedation using Combination Feature of EEG and ECG

B.-R. Lee, D.-O. Won and S.-W. Lee

Proc. of the 5th International Winter Conference on Brain-Computer Interface, Korea, Jan. 9-11, 2017

Classification of Left and Right Foot Movement Intention based on Steady-State Somatosensory Evoked Potentials

Y.-J. Kee, D.-O. Won and S.-W. Lee

Proc. of the 5th International Winter Conference on Brain-Computer Interface, Korea, Jan. 9-11, 2017

A High Speed-Accuracy Speller System based on Brain-Eye Integrated Signals

M.-H. Lee, D.-O. Won, S. Fazli and S.-W. Lee

Proc. IEEE International Conference on Systems, Man and Cybernetics, Budapest, Hungary, Oct. 9-12, 2016

Analysis of Steady State Visual Evoked Potential based on Viewing Distance Changes for Brain-Machine Interface Speller

N.-S. Kwak, D.-O. Won, K.-T. Kim, H.-J. Park and S.-W. Lee

Proc. IEEE International Conference on Systems, Man and Cybernetics, Budapest, Hungary, Oct. 9-12, 2016

Design of Duty-cycle Screening Paradigm for Steady-State Somatosensory Evoked Potential

Y.-J. Kee, D.-O. Won and S.-W. Lee

Proc. 6th International Brain-Computer Interface Meeting, California, USA, May 2016, P-172

Toward Improved Covert Attention Application Using Shifting Stimuli

D.-O. Won, D.-M. Kim, H.-J. Hwang, K.-R. Müller and S.-W. Lee

Proc. 6th International Brain-Computer Interface Meeting, California, USA, May 2016, P-40

Combination of EEG and fNIRS for the (Un)Conscious Discrmination during Anesthesia

S.-K. Yeom, D.-O. Won, K.-S. Seo, H.-J. Kim and S.-W. Lee

Proc. 6th International Brain-Computer Interface Meeting, California, USA, May 2016, P-168

A BCI Speller based on SSVEP Using High Frequency Stimuli Design

D.-O. Won, H. H. Zhang, C. Guan and S.-W. Lee

Proc. IEEE International Conference on Systems, Man, and Cybernetics, San Diego, CA, USA, Oct. 5-8, 2014, pp. 1087-1090

Frequency-wise Optimal Duty-cycle Selection in Steady State Visual Evoked Potentials: A Pilot Study

D.-O. Won, S.-W. Lee

Proc. 2nd IEEE International Winter Workshop on Brain-Computer Interface, Korea, Feb. 17-19, 2014, P-6