Jong-Hwan Lee

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 18

Top Topics

Activity Recognition

Feature Extraction And Classification

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Jae-Eon Kang, Changha Lee, Jong-Hwan Lee
Integrated Convolutional and Graph Attention Neural Networks for Electroencephalography. BCI (2024)
Changha Lee, Jae-Eon Kang, Jong-Hwan Lee
Binaural Beats Modulated Affected Emotions: Evidence From Simultaneous Electroencephalography-Functional MRI Study. BCI (2024)
Heekyung Koh, Tae Young Park, Yong An Chung, Jong-Hwan Lee, Hyungmin Kim
Acoustic Simulation for Transcranial Focused Ultrasound Using GAN-Based Synthetic CT. IEEE J. Biomed. Health Informatics 26 (1) (2022)
Amelie Haugg, Fabian M. Renz, Andrew A. Nicholson, Cindy Lor, Sebastian J. Götzendorfer, Ronald Sladky, Stavros Skouras, Amalia McDonald, R. Cameron Craddock, Lydia Hellrung, Matthias Kirschner, Marcus Herdener, Yury Koush, Marina Papoutsi, Nimrod Jakob Keynan, Talma Hendler, Kathrin Cohen Kadosh, Catharina Zich, Simon H. Kohl, Manfred Hallschmid, Jeff MacInnes, R. Alison Adcock, Kathryn C. Dickerson, Nan-kuei Chen, Kymberly D. Young, Jerzy Bodurka, Michael Marxen, Shuxia Yao, Benjamin Becker, Tibor Auer, Renate Schweizer, Gustavo S. P. Pamplona, Ruth A. Lanius, Kirsten Emmert, Sven Haller, Dimitri Van De Ville, Dong-Youl Kim, Jong-Hwan Lee, Theo Marins, Fukuda Megumi, Bettina Sorger, Tabea Kamp, Sook-Lei Liew, Ralf Veit, Maartje S. Spetter, Nikolaus Weiskopf, Frank Scharnowski, David Steyrl
Predictors of real-time fMRI neurofeedback performance and improvement - A machine learning mega-analysis. NeuroImage 237 (2021)
Hyun-Chul Kim, Sangsoo Jin, Sungman Jo, Jong-Hwan Lee
A naturalistic viewing paradigm using 360° panoramic video clips and real-time field-of-view changes with eye-gaze tracking. NeuroImage 216 (2020)
Jun-Ho Choi, Kyungmin Kim, Taejin Park, Junho Yun, Jong-Hwan Lee, Songkuk Kim, Hyunjung Shim, Jong-Seok Lee
Real-time Integrated Human Activity Recognition System based on Multimodal User Understanding. IUI Companion (2020)
Hanh Vu, Hyun-Chul Kim, Minyoung Jung, Jong-Hwan Lee
fMRI volume classification using a 3D convolutional neural network robust to shifted and scaled neuronal activations. NeuroImage 223 (2020)
Jungmin Kim, Binh Van Nguyen, Hyoyoung Jung, Jong-Hwan Lee, Kiseon Kim
A Novel Chaotic Time Hopping TH-NRDCSK System for Anti-jamming Communications. WCNC (2019)
Hyun-Chul Kim, Peter A. Bandettini, Jong-Hwan Lee
Deep neural network predicts emotional responses of the human brain from functional magnetic resonance imaging. NeuroImage 186 (2019)
Hyun-Chul Kim, Marion Tegethoff, Gunther Meinlschmidt, Esther Stalujanis, Angelo Belardi, Sungman Jo, Juhyeon Lee, Dong-Youl Kim, Seung-Schik Yoo, Jong-Hwan Lee
Mediation analysis of triple networks revealed functional feature of mindfulness from real-time fMRI neurofeedback. NeuroImage 195 (2019)
Wanjoo Park, Da-Hye Kim, Sung-Phil Kim, Jong-Hwan Lee, Laehyun Kim
Gamma EEG Correlates of Haptic Preferences for a Dial Interface. IEEE Access 6 (2018)
Hanh Vu, Hyun-Chul Kim, Jong-Hwan Lee
3D convolutional neural network for feature extraction and classification of fMRI volumes. PRNI (2018)
Jong-Hwan Lee, Jeungmin Joo, Kichul Kim, Jung-Hoon Lee, Young-Ju Park
Practical Consideration Factors to Design Array Configuration of Direction Finding System for Airborne Signal Intelligence. Secur. Commun. Networks 2018 (2018)
Hojin Jang, Sergey M. Plis, Vince D. Calhoun, Jong-Hwan Lee
Task-specific feature extraction and classification of fMRI volumes using a deep neural network initialized with a deep belief network: Evaluation using sensorimotor tasks. NeuroImage 145 (2017)
Hyun-Chul Kim, Jong-Hwan Lee
Evaluation of weight sparsity regularizion schemes of deep neural networks applied to functional neuroimaging data. ICASSP (2017)
Hyun-Chul Kim, Jong-Hwan Lee
Evaluation of weight sparsity control during autoencoder training of resting-state fMRI using non-zero ratio and hoyer's sparseness. PRNI (2016)
JungHoe Kim, Vince D. Calhoun, Eunsoo Shim, Jong-Hwan Lee
Deep neural network with weight sparsity control and pre-training extracts hierarchical features and enhances classification performance: Evidence from whole-brain resting-state functional connectivity patterns of schizophrenia. NeuroImage 124 (2016)
Suji Kim, Jong-Hwan Lee, Laehyun Kim
ERS differences between stroke patients and healthy controls after hand movement. BCI (2016)
Dong-Youl Kim, Seung-Schik Yoo, Marion Tegethoff, Gunther Meinlschmidt, Jong-Hwan Lee
The Inclusion of Functional Connectivity Information into fMRI-based Neurofeedback Improves Its Efficacy in the Reduction of Cigarette Cravings. J. Cogn. Neurosci. 27 (8) (2015)
Minkyung Oh, Jong-Hwan Lee
Effects of spatial smoothing and physiological noise removal on brain activity with cigarette craving. BCI (2015)
Hyun-Chul Kim, Jong-Hwan Lee
Desynchronization of the mu oscillatory activity during motor imagery: A preliminary EEG-fMRI study. BCI (2015)
Eun Kyung Jung, Jong-Hwan Lee, Jun Zhang, Soo-Young Lee
Multivariate approach toward classification of competition and collaboration: An fMRI study. BCI (2015)
Hyun-Chul Kim, Seung-Schik Yoo, Jong-Hwan Lee
Recursive approach of EEG-segment-based principal component analysis substantially reduces cryogenic pump artifacts in simultaneous EEG-fMRI data. NeuroImage 104 (2015)
Dong-Youl Kim, Jong-Hwan Lee
Hub of functional network changes from real-time fMRI neurofeedback on heavy smokers. BCI (2015)
Eun Kyung Jung, Jong-Hwan Lee, Jun Zhang, Soo-Young Lee
A preliminary study on neural basis of strategic reasoning to social decision making. BCI (2014)
HoJung Kang, Jong-Hwan Lee
Functional network connectivity to enhance speech perception performance: A preliminary fMRI study. BCI (2014)
Dong-Youl Kim, Jong-Hwan Lee
Modulated Neuronal Activity and Connectivity of Smoking Resist Using Real-Time fMRI Neurofeedback. ICONIP (3) (2013)
Hyun-Chul Kim, Jong-Hwan Lee
Random Segmentation Based Principal Component Analysis to Remove Residual MR Gradient Artifact in the Simultaneous EEG/fMRI: A Preliminary Study. ICONIP (3) (2013)
HoJung Kang, Jong-Hwan Lee
Neuronal Mechanism of Speech Hearing: An fMRI Study. ICONIP (1) (2013)
Eun Kyung Jung, Jun Zhang, Soo-Young Lee, Jong-Hwan Lee
A Preliminary Study on Neural Basis of Collaboration as Mediated by the Level of Reasoning. ICONIP (1) (2013)
Dong-Youl Kim, Jong-Hwan Lee
Pseudo-real fMRI data generation and its utility toward quantitative evaluation of analytical methods. SMC (2012)
Yong-Hwan Kim, JungHoe Kim, Jong-Hwan Lee
Iterative approach of dual regression with a sparse prior enhances the performance of independent component analysis for group functional magnetic resonance imaging (fMRI) data. NeuroImage 63 (4) (2012)
HoJung Kang, Dong-Youl Kim, Jong-Hwan Lee
Are there brain regions related to speech perception? Evidence from a functional MRI study. SMC (2012)
Yong-Hwan Kim, Jong-Hwan Lee
Group inference of default-mode networks from functional magnetic resonance imaging data: comparison of random- and mixed-effects group statistics. Int. J. Imaging Syst. Technol. 22 (2) (2012)
Xiaoyu Ding, Jong-Hwan Lee, Seong-Whan Lee
Investigation of smoking related features in spatio-spectral domain on resting-state fMRI data using nonnegative matrix factorization. SMC (2012)
Jong-Hwan Lee, JungHoe Kim
Automated Classification of Discrete Human Thoughts Using Functional Magnetic Resonance Imaging (fMRI): Comparison between Voxel-Based and Atlas-Based Feature Selection Methods. PRNI (2011)
Yong-Hwan Kim, Jong-Hwan Lee
Reproducibility and variability of default-mode networks from functional MRI: Comparison between random- and mixed-effect group statistics. SMC (2011)
Jong-Hwan Lee, Ryu-ichiro Hashimoto, Cynthia G. Wible, Seung-Schik Yoo
Investigation of spectrally coherent resting-state networks using non-negative matrix factorization for functional MRI data. Int. J. Imaging Syst. Technol. 21 (2) (2011)
JungHoe Kim, Yong-Hwan Kim, Soo-Hyun Ha, Hyuk-soo Shin, Jong-Hwan Lee
Integration of Structural and Functional MRI Features Improves Mild Cognitive Impairment (MCI) Detection. PRNI (2011)
Xiaoyu Ding, Jong-Hwan Lee, Seong-Whan Lee
A constrained alternating least squares nonnegative matrix factorization algorithm enhances task-related neuronal activity detection from single subject's fMRI data. ICMLC (2011)
JungHoe Kim, Jong-Hwan Lee
Functional Connectivity Analysis with Voxel-Based Morphometry for Diagnosis of Mild Cognitive Impairment. ICONIP (1) (2011)
Seung-Schik Yoo, Alexander Bystritsky, Jong-Hwan Lee, Yongzhi Zhang, Krisztina Fischer, Byoung-Kyong Min, Nathan McDannold, Alvaro Pascual-Leone, Ferenc A. Jolesz
Focused ultrasound modulates region-specific brain activity. NeuroImage 56 (3) (2011)
Jong-Hwan Lee, Matthew Marzelli, Ferenc A. Jolesz, Seung-Schik Yoo
Mind reading: An automated classification of thought processes from imagery fMRI data. ICMLC (2010)
Jong-Hwan Lee, Matthew Marzelli, Ferenc A. Jolesz, Seung-Schik Yoo
Automated classification of fMRI data employing trial-based imagery tasks. Medical Image Anal. 13 (3) (2009)
Jong-Hwan Lee, Te-Won Lee, Ferenc A. Jolesz, Seung-Schik Yoo
Independent vector analysis (IVA) for group fMRI processing of subcortical area. Int. J. Imaging Syst. Technol. 18 (1) (2008)
Seung-Schik Yoo, Jong-Hwan Lee, Heather O'Leary, Lawrence P. Panych, Ferenc A. Jolesz
Neurofeedback fMRI-mediated learning and consolidation of regional brain activation during motor imagery. Int. J. Imaging Syst. Technol. 18 (1) (2008)
Jong-Hwan Lee, Te-Won Lee, Ferenc A. Jolesz, Seung-Schik Yoo
Independent vector analysis (IVA): Multivariate approach for fMRI group study. NeuroImage 40 (1) (2008)
Jong-Hwan Lee, Sang-Hoon Oh, Soo-Young Lee
Binaural semi-blind dereverberation of noisy convoluted speech signals. Neurocomputing 72 (1-3) (2008)
Jong-Hwan Lee, Te-Won Lee, Ferenc A. Jolesz, Seung-Schik Yoo
Multivariate Analysis of fMRI Group Data Using Independent Vector Analysis. ICA (2007)
Jong-Hwan Lee
Interactive Fuzzy Linear Programming with Two-Phase Approach. Int. J. Fuzzy Log. Intell. Syst. 6 (3) (2006)
Hyung-Min Park, Jong-Hwan Lee, Sang-Hoon Oh, Soo-Young Lee
Blind Deconvolution with Sparse Priors on the Deconvolution Filters. ICA (2006)
Hyung-Min Park, Jong-Hwan Lee, Taesu Kim, Un-Min Bae, Byung Taek Kim, Ki-Young Park, Chang-Min Kim, Soo-Young Lee
Modeling Auditory Pathway for Intelligent Information Acquisition. Int. J. Inf. Acquis. 1 (4) (2004)
Jong-Hwan Lee, Sang-Hoon Oh, Soo-Young Lee
Blind Dereverberation of Single-Channel Speech Signals Using an ICA-Based Generative Model. ICONIP (2004)
Jong-Hwan Lee, Te-Won Lee, Ho-Young Jung, Soo-Young Lee
On the Efficient Speech Feature Extraction Based on Independent Component Analysis. Neural Process. Lett. 15 (3) (2002)
Jong-Hwan Lee, Ho-Young Jung, Te-Won Lee, Soo-Young Lee
Speech feature extraction using independent component analysis. ICASSP (2000)
Jong-Hwan Lee, Chul-Mok Lee, Kyun-Kyung Lee
A modified path-following algorithm using a known algebraic path. IEEE Trans. Signal Process. 47 (5) (1999)