Domestic conference proceedings/abstracts

2018
Kim DY, Jung EK, Zhang J, Lee SY, Lee JH
Classification of competitive and collaborative decision-making processes across two reasoning orders: multivoxel pattern analysis of fMRI data
Brain and Artificial Intelligence Symposium, Brain Engineering Society of Korea (BESK), Jan/2018

Kim HC, Tegethoff M, Meinlschmidt G, Stalujanis E, Belardi A, Jo SM, Lee JHyeon, Heo DW, Kim DY, Yoo SS, Lee JH.
Identification of functional connectivity associated with mindfulness based on mediation analysis in real-time fMRI neurofeedback
Brain and Artificial Intelligence Symposium, Brain Engineering Society of Korea (BESK), Jan/2018

Jo SM, Heo DW, Kim HC, Lustig Niv, Lee JH
fMRI study of nicotine craving using MR-compatible e-cigarette smoking equipment and machine learning approach
Brain and Artificial Intelligence Symposium, Brain Engineering Society of Korea (BESK), Jan/2018

Lee JHyeon, Kim HC, Lee JH 
Deep neural network based subject identification using dynamic functional connectivity patterns in resting-state
Brain and Artificial Intelligence Symposium, Brain Engineering Society of Korea (BESK), Jan/2018

Lustig N, Kim HC, Lee JH 
Classification of mindfulness and mind-wandering states using functional connectivity patterns
Brain and Artificial Intelligence Symposium, Brain Engineering Society of Korea (BESK), Jan/2018

Vu H, Kim HC, Lee JH 
3D convolutional neural networks for feature extraction and classification of fMRI volumes acquied from sensorimotor tasks
Brain and Artificial Intelligence Symposium, Brain Engineering Society of Korea (BESK), Jan/2018 
[Best Poster Award]

2017
Kim DY, Lee JH 
Multi-variate pattern based classification of theory-of-mind using fMRI: Neuronal underpinnings of the competition versus collaboration with different reasoning orders 
Annual meeting of Organisation for Human Brain Mapping, Korea Chapter, Korean Society for Human Brain Mapping (KHBM), Nov/2017 
[Oral Presentation]

Kim HC, Tegethoff M, Meinlschmidt G, Stalujanis E, Belardi A, Jo SM, Lee JHyeon, Kim DY, Yoo SS, Lee JH.
Real-time fMRI neurofeedback based mediation analysis of triple networks enhances the mindfulness training
Annual meeting of Organisation for Human Brain Mapping, Korea Chapter, Korean Society for Human Brain Mapping (KHBM), Nov/2017
[Best Poster Award]

Jo SM, Heo DW, Kim HC, Lee JH
MR-compatible e-cigarette smoking can evaluate personal craving to nicotine using machine learning approach
Annual meeting of Organisation for Human Brain Mapping, Korea Chapter, Korean Society for Human Brain Mapping (KHBM), Nov/2017
[Best Poster Award]

Heo DW, Jang YJ, Kim HC, Lee JH
Investigation of different neuronal substrates between electronic cigarette and tobacco via mixed-effects multilevel analysis considering subject variability from an fMRI
Annual meeting of Organisation for Human Brain Mapping, Korea Chapter, Korean Society for Human Brain Mapping (KHBM), Nov/2017
[Best Poster Award]

Lee JHyeon, Lee JH 
Test-retest reliability of dynamic resting-state functional connectivity patterns using deep neural network based classification
Annual meeting of Organisation for Human Brain Mapping, Korea Chapter, Korean Society for Human Brain Mapping (KHBM), Nov/2017

Kim HC, Cho CH, Lee JH
Investigation of objective assessment of depression from young adults based on brain connectivity features and biological rhythms 
Korean Society for Brain and Neural Sciences (KSBNS) 2017, Aug/2017

Kim DY, Lee JH
Estimation of task-related regions from default-mode networks in the real-time fMRI settings
[Summer] Brain and Artificial Intelligence Symposium, Brain Engineering Society of Korea (BESK), Jul/2017

Kim HC, Lee JH
Human emotion prediction via deep neural network using the whole brain fMRI data
[Summer] Brain and Artificial Intelligence Symposium, Brain Engineering Society of Korea (BESK), Jul/2017

Heo DW, Jang Y, Kim HC, Lee JH
Distinct neuronal responses differences between electronic cigarette and regular/tobacco cigarette: fMRI study
[Summer] Brain and Artificial Intelligence Symposium, Brain Engineering Society of Korea (BESK), Jul/2017

Jo SM, Heo DW, Kim HC, Lee JH
Evaluation of MR-compatible e-cigarette smoking equipment to use in an MRI environment
[Summer] Brain and Artificial Intelligence Symposium, Brain Engineering Society of Korea (BESK), Jul/2017

Kim DY, Lee JH
Estimation of task-related brain regions functionally connected from the default-mode networks from the real-time fMRI data
Brain and Artificial Intelligence Symposium, Brain Engineering Society of Korea (BESK), Feb/2017

Kim HC, Lee JH
Emotion prediction from the fMRI data using deep neural network
Brain and Artificial Intelligence Symposium, Brain Engineering Society of Korea (BESK), Feb/2017
[Best Poster Award]

Heo DW, Jang Y, Kim HC, Lee JH
Distinction of neuronal substrates between electronic cigarette and tobacco via psychophysiological interaction analysis using fMRI data
Brain and Artificial Intelligence Symposium, Brain Engineering Society of Korea (BESK), Feb/2017

Jo SM, Heo DW, Kim HC, Lee JH
Evaluation and application of MR-compatible e-cigarette equipment
Brain and Artificial Intelligence Symposium, Brain Engineering Society of Korea (BESK), Feb/2017

2016
Kim DY, Lee JH
Pattern distinctness using support vector coefficients from the fMRI multivoxel analysis
Annual meeting of Organisation for Human Brain Mapping, Korea Chapter, Korean Society for Human Brain Mapping (KHBM), Nov/2016

Kim HC, Lee JH
Emotional response prediction from fMRI data using the deep neural network
Annual meeting of Organisation for Human Brain Mapping, Korea Chapter, Korean Society for Human Brain Mapping (KHBM), Nov/2016

Heo DW, Jang Y, Kim HC, Lee JH
Neural substrates of electronic cigarette and tobacco from the psychophysiological interaction analysis: Preliminary findings
Annual meeting of Organisation for Human Brain Mapping, Korea Chapter, Korean Society for Human Brain Mapping (KHBM), Nov/2016

Jo SM, Heo DW, Kim HC, Lee JH
Efficacy of electronic cigarette smoking equipment readily available in the MRI : Early findings
Annual meeting of Organisation for Human Brain Mapping, Korea Chapter, Korean Society for Human Brain Mapping (KHBM), Nov/2016

Kim HC, Lee JH
Development, evaluation, and applications of deep neural network algorithms to neuroimaging data
[Summer] Brain and Artificial Intelligence Symposium, Brain Engineering Society of Korea (BESK), Aug/2016

Jang H, Lee JH
Deep neural network based functional magnetic resonance imaging data analysis with weight sparsity regularization
[Summer] Brain and Artificial Intelligence Symposium, Brain Engineering Society of Korea (BESK), Aug/2016

Kim HC, Lee JH
Human emotion estimation from fMRI data using deep neural network
The Korean Society for Cognitive Science (KSCS), May/2016

Jang H, Lee JH
Reproducibility and hierarchical organization of extracted weight features from resting fMRI using deep belief network
The Korean Society for Cognitive Science (KSCS), May/2016

Kim DY, Lee JH
Pattern distinctness using support vector coefficients in the multivoxel pattern analysis
Brain and Artificial Intelligence Symposium, Brain Engineering Society of Korea (BESK), Feb/2016
[Oral Presentation]

Kim HC, Lee JH
Emotion prediction from fMRI using deep neural network based regression
Brain and Artificial Intelligence Symposium, Brain Engineering Society of Korea (BESK), Feb/2016

Jang H, Lee JH
Functional connectivity based age prediction using deep neural network
Brain and Artificial Intelligence Symposium, Brain Engineering Society of Korea (BESK), Feb/2016

Heo DW, Jang Y, Kim HC, Lee JH
Neural substrates of electronic cigarette and tobacco: preliminary fMRI study
Brain and Artificial Intelligence Symposium, Brain Engineering Society of Korea (BESK), Feb/2016

2015
Kim HC, Lee JH
Hemodynamic response of neuronal activity: Preliminary study using simultaneous scap EEG-fMRI
Brain Computer engineering (BCE) Symposium, 2015

Kim DY, Lee JH
Whole-Brain Functional Connectivity of Cigarette Craving Modulated from Real-Time fMRI Neurofeedback: A Preliminary Evidence
Brain Engineering Society of Korea (BESK), 2015

Jung EK, Zhang J, Lee SY, Lee JH
Effect of Searchlight Size on Multivoxel Pattern Classification of Competitive and Collaborative Decision Making Processes 
Brain Engineering Society of Korea (BESK), 2015

Kim HC, Lee JH
A Method to Estimate Hemodynamic Couplings of Mu Rhythm Activity from Motor Imagery Task: A Preliminary EEG/fMRI Study 
Brain Engineering Society of Korea (BESK), 2015

2014
Koo IY, Yang TW, Kim HC, Kim DY, Lee JH
Links between musical features, emotional responses, and EEG band rhythms: A pilot study 
Korean Society of Human Brain Mapping (KHBM), 2014

Kim DY, Lee JH
Evaluation of Non-neuronal Component Variability in the Blood-oxygenation-level-dependent fMRI Data: Preliminary Results 
Brain Engineering Society of Korea (BESK), 2014

Jung EK, Zhang J, Lee SY, Lee JH
A Preliminary Evidence on Neural Basis of Collaboration and Competition from fMRI 
Brain Engineering Society of Korea (BESK), 2014

Kim HC, Lee JH
A Feasibility of Principal Component Analysis to Remove Residual Artifacts in EEG Data Acquired with fMRI Data
Brain Engineering Society of Korea (BESK), 2014 

Functional Networks on Binaural and Monaural Speech Hearing: A Preliminary Evidence from fMRI Study 
Brain Engineering Society of Korea (BESK), 2014  

2013
Kim DY, Lee JH 
Regulating brain regions associated with smoking resist real-time fMRI neurofeedback: A preliminary study
Brain Engineering Society of Korea (BESK), 2013

Kang HJ, Lee JH 
Bihemispheric neuronal networks involved in hearing accuracy: functional MRI study
Brain Engineering Society of Korea (BESK), 2013

Kim HC, Lee JH 
EEG signatures associated with smoking desire: A pilot study using simultaneous EEG-fMRI data
Brain Engineering Society of Korea (BESK), 2013

2012
Kim J, Lee HG, Kim YH, Lee JH
Does smoking desire elicit neuronal circuitry in mesolimbic pathway? Evidence from functiona; MRI study 
Brain Engineering Society of Korea (BESK), 2012

Kim DY, Kim YH, Lee JH 
Generation of semi-artificial fMRI based on resting-state fMRI data
Brain Engineering Society of Korea (BESK), 2012

Kim YH, Kim DY, Lee JH
Iterative dual-regression approach with a sparse prior toward group fMRI data analysis
Brain Engineering Society of Korea (BESK), 2012

Lee HG, Kim JH, Kim DY, Kim YH, Lee JH
The circuitry related with smoking desire in human brain: fMRI study via visual block paradigm
Brain Engineering Society of Korea (BESK), 2012

Kang HJ, Kim J, Lee JH
Bilateralization of the human brain enhances speech perception? Evidence from functional MRI study
Brain Engineering Society of Korea (BESK), 2012

Kim J, Lee JH
Estimation of hemodynamic response functions from motor execuation and imagery tasks using a functional MRI data
The Korean Society for Cognitive Science (KSCS), 2012
[Oral Presentation]

Kim DY, Lee JH
Comparison of analytical results of functional MRI data from multiple subjects based on their spatiotemporal features
The Korean Society for Cognitive Science (KSCS), 2012
[Oral Presentation]

Kang HJ, Lee JH
Functional connectivity related to speech perception: A funtional MRI study
The Korean Society for Cognitive Science (KSCS), 2012

2011
Kim J, Lee JH
Integration of structural and functional MRI for mild cognitive impairment detection
The Korean Society for Cognitive Science (KSCS), 2011

Kim DY, Lee JH
Comparison of group-level fMRI data analysis: General linear model vs. Group Independent component analysis
The Korean Society for Cognitive Science (KSCS), 2011
[Oral Presentation]

Kim YH, Lee JH
Alternating least-squares of individual defualt-mode netwoks from group independent component analysis using functional MRI
The Korean Society for Cognitive Science (KSCS), 2011

Lee HG, Kim YH, Lee JH
Electroencephalography (EEG) based smoking image selection via event-relate potential (ERP) analysis
The Korean Society for Cognitive Science (KSCS), 2011

Lee HG, Kim DY, Lee JH
Hyper-activation from fMRI within Obitofrontal cortex during Smoking Cessation
Korean Society of Human Brain Mapping (KHBM), 2011

Kang HJ, Lee JH
Comparison of BOLD fMRI signal in each auditory cortex during English sentence auditory stimuli
Korean Society of Human Brain Mapping (KHBM), 2011