Articles

Personalized prediction of smartphone-based psychotherapeutic micro-intervention success using machine learning

Gunther Meinlschmidt, Marion Tegethoff, Angelo Belardi, Esther Stalujanis, Minkyung Oh, Eun Kyung Jung, Hyun-Chul Kim, Seung-Schik Yoo, Jong-Hwan Lee

Journal of Affective Disorders, 2020 Mar 1;264:430-437. doi: 10.1016/j.jad.2019.11.071. Epub 2019 Nov 14.

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Nov 20, 2019
Test-retest reliability of spatial patterns from resting-state functional MRI using the restricted Boltzmann machine and hierarchically organized spatial patterns from the deep belief network

Hyun-Chul Kim, Hojin Jang, Jong-Hwan Lee

Journal of Neuroscience Methods, 2020 Jan 15;330:108451. doi: 10.1016/j.jneumeth.2019.108451

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Nov 2, 2019
Mediation analysis of triple networks revealed functional feature of mindfulness from real-time fMRI neurofeedback

Kim HC, Tegethoff M, Meinlschmidt G, Stalujanis E, Belardi A, Jo S, Lee J, Kim DY, Yoo SS, Lee JH

NeuroImage, 2019 Jul 15;195:409-432. doi: 10.1016/j.neuroimage.2019.03.066

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Mar 27, 2019
Visual perceptual learning modulates decisionnetwork in the human brain: The evidence from psychophysics, modeling, and functional magnetic resonance imaging

Jia K, Xue X, Lee JH, Fang F, Zhang J, Li S 

Journal of Vision. 2018 Nov 1;18(12):9. doi: 10.1167/18.12.9.

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Jan 24, 2019
Deep neural network predicts emotional responses of the human brain from functional magnetic resonance imaging

Kim HC, Bandettini PA, Lee JH 

NeuroImage. 2019 Feb 1;186:607-627. doi: 10.1016/j.neuroimage.2018.10.054

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Nov 8, 2018
Gamma EEG Correlates of Haptic Preferences for a Dial Interface

Park W, Kim DH, Kim SP, Lee JH, Kim L.

IEEE Access, 2018, Apr 17, 6, 22324 - 22331, doi: 10.1109/ACCESS.2018.2827023

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Apr 15, 2018
Transcranial focused ultrasound stimulation of human primary visual cortex

Lee W, Kim HC, Jung Y, Chung YA, Song IU, Lee JH, Yoo SS.

Scientific Reports. 2016 Sep 23; 6:34026

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Sep 28, 2016
Smartphone-based psychotherapeutic micro-interventions to improve mood in a real-world setting

Meinlschmidt G, Lee JH, Stalujanis E, Belardi A, Oh M, Jung EK, Kim HC, Alfano J, Yoo SS and Tegethoff M

Frontiers in Psychology. 2016 Jul 28;7:112.

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Jul 10, 2016
Task-specific feature extraction and classification of fMRI volumes using a deep neural network initialized with a deep belief network: Evaluation using sensorimotor tasks

Jang H, Plis S, Calhoun VD, Lee JH 

NeuroImage. 2017 Jan 15; 145(Pt B): 314-328.

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Apr 5, 2016
EEG response varies with lesion location in patients with chronic stroke

Park W, Kwon GH, Kim Y, Lee JH, Kim L 

Journal of NeuroEngineering and Rehabilitation, 2016 13:21, DOI: 10.1186/s12984-016-0120-2

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Mar 3, 2016