Search Results - "Shim, Miseon"

Inflated prediction accuracy of neuropsychiatric biomarkers caused by data leakage in feature selection by Shim, Miseon, Lee, Seung-Hwan, Hwang, Han-Jeong

“…In recent years, machine learning techniques have been frequently applied to uncovering neuropsychiatric biomarkers with the aim of accurately diagnosing…”
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Publisher Correction: Risk of data leakage in estimating the diagnostic performance of a deep-learning-based computer-aided system for psychiatric disorders by Lee, Hyung-Tak, Cheon, Hye-Ran, Lee, Seung-Hwan, Shim, Miseon, Hwang, Han-Jeong

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Risk of data leakage in estimating the diagnostic performance of a deep-learning-based computer-aided system for psychiatric disorders by Lee, Hyung-Tak, Cheon, Hye-Ran, Lee, Seung-Hwan, Shim, Miseon, Hwang, Han-Jeong

“…Deep-learning approaches with data augmentation have been widely used when developing neuroimaging-based computer-aided diagnosis (CAD) systems. To prevent the…”
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Differences in Functional Connectivity between Patients with Depression with and without Nonsuicidal Self-injury by Lee, Hye-Jin, Park, Young-Min, Shim, Miseon

“…: Nonsuicidal self-injury (NSSI), which involves deliberate harm to body tissues without suicidal intent, represents an escalating clinical concern. We used…”
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Disruptions in small-world cortical functional connectivity network during an auditory oddball paradigm task in patients with schizophrenia by Shim, Miseon, Kim, Do-Won, Lee, Seung-Hwan, Im, Chang-Hwan

“…Abstract P300 deficits in patients with schizophrenia have previously been investigated using EEGs recorded during auditory oddball tasks. However, small-world…”
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Altered cortical functional network in major depressive disorder: A resting-state electroencephalogram study by Shim, Miseon, Im, Chang-Hwan, Kim, Yong-Wook, Lee, Seung-Hwan

“…Electroencephalogram (EEG)-based brain network analysis is a useful biological correlate reflecting brain function. Sensor-level network analysis might be…”
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Machine-learning-based classification between post-traumatic stress disorder and major depressive disorder using P300 features by Shim, Miseon, Jin, Min Jin, Im, Chang-Hwan, Lee, Seung-Hwan

“…The development of optimal classification criteria for specific mental disorders which share similar symptoms is an important issue for precise diagnosis. We…”
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Impaired functional cortical networks in the theta frequency band of patients with post-traumatic stress disorder during auditory-cognitive processing by Shim, Miseon, Hwang, Han-Jeong, Lee, Seung-Hwan

“…Impaired cognitive function related to intrusive memories of traumatic experiences is the most noticeable characteristic of post-traumatic stress disorder…”
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Relationship between Loudness Dependence of Auditory-evoked Potentials and Suicidality by Cho, Youngjun, Park, Young-Min, Shim, Miseon, Lee, Seung-Hwan

“…Objective: Serotonin concentration is associated with suicide in patients with major depressive disorder. Loudness dependence of auditory-evoked potentials…”
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Altered Cortical Functional Networks in Patients With Schizophrenia and Bipolar Disorder: A Resting-State Electroencephalographic Study by Kim, Sungkean, Kim, Yong-Wook, Shim, Miseon, Jin, Min Jin, Im, Chang-Hwan, Lee, Seung-Hwan

“…Pathologies of schizophrenia and bipolar disorder have been poorly understood. Brain network analysis could help understand brain mechanisms of schizophrenia…”
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Editorial: AI-Based Computer-Aided Diagnosis and Prognosis for Psychiatric Disorders by Shim, Miseon, Kim, Do-Won, Lee, Seung-Hwan, Hwang, Han-Jeong

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Enhanced Performance by Interpretable Low-Frequency Electroencephalogram Oscillations in the Machine Learning-Based Diagnosis of Post-traumatic Stress Disorder by Shim, Miseon, Im, Chang-Hwan, Lee, Seung-Hwan, Hwang, Han-Jeong

“…Electroencephalography (EEG)-based diagnosis of psychiatric diseases using machine-learning approaches has made possible the objective diagnosis of various…”
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Brain Networks Responsible for Sense of Agency: An EEG Study by Kang, Suk Yun, Im, Chang-Hwan, Shim, Miseon, Nahab, Fatta B, Park, Jihye, Kim, Do-Won, Kakareka, John, Miletta, Nathanial, Hallett, Mark

“…Self-agency (SA) is a person's feeling that his action was generated by himself. The neural substrates of SA have been investigated in many neuroimaging…”
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Neuromodulatory feasibility of a current limiter-based tDCS device: a resting-state electroencephalography study by Lee, Yun-Sung, Shim, Miseon, Choi, Ga-Young, Kim, Sang Ho, Lim, Wansu, Jeong, Jin-Woo, Jung, Young-Jin, Hwang, Han-Jeong

“…Recently, we introduced a current limiter-based novel transcranial direct-current stimulation (tDCS) device that does not generate significant tDCS-induced…”
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Prediction of long-term treatment response to selective serotonin reuptake inhibitors (SSRIs) using scalp and source loudness dependence of auditory evoked potentials (LDAEP) analysis in patients with major depressive disorder by Lee, Bun-Hee, Park, Young-Min, Lee, Seung-Hwan, Shim, Miseon

“…Animal and clinical studies have demonstrated that the loudness dependence of auditory evoked potentials (LDAEP) is inversely related to central serotonergic…”
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Cortical volume and 40-Hz auditory-steady-state responses in patients with schizophrenia and healthy controls by Kim, Sungkean, Jang, Seon-Kyeong, Kim, Do-Won, Shim, Miseon, Kim, Yong-Wook, Im, Chang-Hwan, Lee, Seung-Hwan

“…Abnormalities in the 40-Hz auditory steady-state response (ASSR) of the gamma range have been reported in schizophrenia (SZ) and are regarded as important…”
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Investigating neuromodulatory effect of transauricular vagus nerve stimulation on resting-state electroencephalography by Lee, Yun-Sung, Kim, Woo-Jin, Shim, Miseon, Hong, Ki Hwan, Choi, Hyuk, Song, Jae-Jun, Hwang, Han-Jeong

“…Purpose : The purpose of this study was to investigate the neuromodulatory effects of transauricular vagus nerve stimulation (taVNS) and determine optimal…”
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Changes in Global and Nodal Networks in Patients With Unipolar Depression After 3-Week Repeated Transcranial Magnetic Stimulation Treatment by Jang, Kuk-In, Shim, Miseon, Lee, Sangmin, Hwang, Han-Jeong, Chae, Jeong-Ho

“…Objectives: Repeated transcranial magnetic stimulation (rTMS) therapy has been applied in depressive disorders, but its neurobiological effect has not been…”
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Increased beta power in the bereaved families of the Sewol ferry disaster: A paradoxical compensatory phenomenon? A two‐channel electroencephalography study by Jang, Kuk‐In, Shim, Miseon, Lee, Sang Min, Huh, Hyu Jung, Huh, Seung, Joo, Ji‐Young, Lee, Seung‐Hwan, Chae, Jeong‐Ho

“…Aim The Sewol ferry capsizing accident on South Korea's southern coast resulted in the death of 304 people, and serious bereavement problems for their…”
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Serum Levels of Tumor Necrosis Factor-α and Loudness Dependence of Auditory Evoked Potentials at Pretreatment and Posttreatment in Patients with Major Depressive Disorder by Lee, Bun-Hee, Park, Young-Min, Lee, Seung-Hwan, Shim, Miseon

“…Background: Proinflammatory cytokines, such as tumor necrosis factor-alpha (TNF-α), are associated with the pathophysiology of major depressive disorder (MDD)…”
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