Articles

General Psychopathology Factor (p-factor) Prediction Using Resting-State Functional Connectivity and a Scanner-Generalization Neural Network

Jinwoo Hong; Jundong Hwang; Jong-Hwan Lee

Journal of Psychiatric Research, 2022 Dec 21. Online, Vol. 158, February 2023, Pages 114-125, https://doi.org/10.1016/j.jpsychires.2022.12.037

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Dec 21, 2022

Neural representations of the perception of handwritten digits and visual objects from a convolutional neural network compared to humans

Juhyeon Lee; Minyoung Jung; Niv Lustig; Jong-Hwan Lee

Human Brain Mapping, 2022 Dec 12. pp.2018-2038, 44(5), April 1, 2023

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Dec 12, 2022

Systematic evaluation of recursive approach of EEG-segment-based PCA for removal of helium-pump artifact from MRI

HC Kim, JH Lee

Electronics Letters, 11 June 2022 https://doi.org/10.1049/ell2.12519

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May 4, 2022

Electronic cigarette vaping did not enhance the neural process of working memory for regular cigarette smokers

DY Kim, Y Jang, D Heo, S Jo, HC Kim, JH Lee

Frontiers in Human Neuroscience, 16, January 20, 2022, DOI: 10.3389/fnhum.2022.817538

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Jan 20, 2022

Spectral dynamic causal modeling of mindfulness, mind-wandering, and resting-state in the triple network using fMRI

HC Kim, JH Lee

Neuroreport, 33 (5), March 23, 2022 doi: 10.1097/WNR.0000000000001772

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Jan 19, 2022

Mixed-effects multilevel analysis followed by canonical correlation analysis is an effective fMRI tool for the investigation of idiosyncrasies

Sungman Jo; Hyun-Chul Kim; Niv Lustig; Gang Chen; Jong-Hwan Lee

Human Brain Mapping, 2021 Aug 20. doi: 10.1002/hbm.25627.

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Aug 4, 2021

Acoustic simulation for transcranial focused ultrasound using GAN-based synthetic CT

Heekyung Koh; Tae Young Park; Yong An Chung; Jong-Hwan Lee; Hyungmin Kim

IEEE Journal of Biomedical and Health Informatics (J-BHI), 2021 Aug 13; doi: 10.1109/JBHI.2021.3103387.

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Aug 3, 2021

Predictors of Real-Time fMRI Neurofeedback Performance and Improvement – a Machine Learning Mega-Analysis

Amelie Haugg, Fabian M. Renz; Andrew A. Nicholson; Cindy Lor; Sebastian J. Götzendorfer; Ronald Sladky; Stavros Skouras; Amalia McDonald; Cameron Craddock; Lydia Hellrung; Matthias Kirschner; Marcus Herdener; Yury Koush; Marina Papoutsi; Jackob Keynan; Talma Hendler; Kathrin Cohen Kadosh; Catharina Zich; Simon H. Kohl; Manfred Hallschmid; Jeff MacInnes; R. Alison Adcock; Kathryn Dickerson; Nan-Kuei Chen; Kymberly Young; Jerzy Bodurka; Michael Marxen; Shuxia Yao; Benjamin Becker; Tibor Auer; Renate Schweizer; Gustavo Pamplona; Ruth A. Lanius; Kirsten Emmert; Sven Haller; Dimitri Van De Ville; Dong-Youl Kim; Jong-Hwan Lee; Theo Marins; Megumi Fukuda; Bettina Sorger; Tabea Kamp; Sook-Lei Liew; Ralf Veit; Maartje Spetter; Nikolaus Weiskopf; Frank Scharnowski; David Steyrl

NeuroImage, 237, 15 August 2021, 118207. doi: 10.1016/j.neuroimage.2021.118207

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May 21, 2021

Cigarette craving modulation is more feasible than resistance modulation for heavy cigarette smokers: Empirical evidence from functional MRI data

DY Kim, M Tegethoff, G Meinlschmidt, SS Yoo, JH Lee

Neuroreport, 32 (9), June 9, 2021 doi: 10.1097/WNR.0000000000001653

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Feb 16, 2021

Deep learning methods and applications in neuroimaging

Jing Sui, MingXia Liu, Jong-Hwan Lee, Jun Zhang, Vince Calhoun

J Neurosci Methods. 2020 Jun 1;339:108718. doi: 10.1016/j.jneumeth.2020.108718. Epub 2020 Apr 6.

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Sep 24, 2020