Comparative analysis of features extracted from EEG spatial, spectral and temporal domains for binary and multiclass motor imagery classification
Lee, Seung-Bo, Kim, Hyun-Ji, Kim, Hakseung, Jeong, Ji-Hoon, Lee, Seong-Whan, Kim, Dong-Joo
Published in Information sciences (01.10.2019)
Published in Information sciences (01.10.2019)
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Journal Article
Predicting Deterioration from Wearable Sensor Data in People with Mild COVID-19
Kang, Jin-Yeong, Bae, Ye Seul, Chie, Eui Kyu, Lee, Seung-Bo
Published in Sensors (Basel, Switzerland) (01.12.2023)
Published in Sensors (Basel, Switzerland) (01.12.2023)
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Journal Article
Machine learning model for predicting immediate postoperative desaturation using spirometry signal data
Shin, Youmin, Kim, Yoon Jung, Jin, Juseong, Lee, Seung-Bo, Kim, Hee-Soo, Kim, Young-Gon
Published in Scientific reports (11.12.2023)
Published in Scientific reports (11.12.2023)
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Journal Article
Development and validation of a machine learning-based fall-related injury risk prediction model using nationwide claims database in Korean community-dwelling older population
Heo, Kyu-Nam, Seok, Jeong Yeon, Ah, Young-Mi, Kim, Kwang-Il, Lee, Seung-Bo, Lee, Ju-Yeun
Published in BMC geriatrics (11.12.2023)
Published in BMC geriatrics (11.12.2023)
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Journal Article
Using spectral and temporal filters with EEG signal to predict the temporal lobe epilepsy outcome after antiseizure medication via machine learning
Shin, Youmin, Hwang, Sungeun, Lee, Seung-Bo, Son, Hyoshin, Chu, Kon, Jung, Ki-Young, Lee, Sang Kun, Park, Kyung-Il, Kim, Young-Gon
Published in Scientific reports (18.12.2023)
Published in Scientific reports (18.12.2023)
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Journal Article
Real-Time Evaluation of Cerebral Autoregulation Based on Near-Infrared Spectroscopy to Predict Clinical Outcome after Bypass Surgery in Moyamoya Disease
Kim, Junmo, Ha, Eun-Jin, Kim, Hee-Soo, Park, Eun-Young, Lee, Hyung-Chul, Choo, Yoon-Hee, Shim, Youngbo, Kim, Kwangsoo, Kim, Keewon, Lee, Seung-Bo
Published in BioMed research international (2022)
Published in BioMed research international (2022)
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Journal Article
Detection of Depression and Suicide Risk Based on Text From Clinical Interviews Using Machine Learning: Possibility of a New Objective Diagnostic Marker
Shin, Daun, Kim, Kyungdo, Lee, Seung-Bo, Lee, Changwoo, Bae, Ye Seul, Cho, Won Ik, Kim, Min Ji, Hyung Keun Park, C, Chie, Eui Kyu, Kim, Nam Soo, Ahn, Yong Min
Published in Frontiers in psychiatry (24.05.2022)
Published in Frontiers in psychiatry (24.05.2022)
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Journal Article
Using the Axial Oblique View of Computed Tomography (CT) in Evaluating Femoral Anteversion: A Comparative Cadaveric Study
Song, Kwang-Soon, Yon, Chang-Jin, Heo, Yu-Ran, Lee, Jae-Ho, Lee, Seung-Bo, Ko, Yeon-Kyoung, Lee, Kyung-Jae, Lee, Si-Wook
Published in Diagnostics (Basel) (28.07.2022)
Published in Diagnostics (Basel) (28.07.2022)
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Journal Article
A novel deterioration prediction system for mild COVID-19 patients in Korea: a retrospective study
Lee, Seung-Bo, Kang, Jin-Yeong, Chie, Eui Kyu, Bae, Ye Seul
Published in Scientific reports (30.08.2024)
Published in Scientific reports (30.08.2024)
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Journal Article
A machine learning approach for predicting suicidal ideation in post stroke patients
Song, Seung Il, Hong, Hyeon Taek, Lee, Changwoo, Lee, Seung Bo
Published in Scientific reports (23.09.2022)
Published in Scientific reports (23.09.2022)
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Journal Article
Predicting Parkinson's disease using gradient boosting decision tree models with electroencephalography signals
Lee, Seung-Bo, Kim, Yong-Jeong, Hwang, Sungeun, Son, Hyoshin, Lee, Sang Kun, Park, Kyung-Il, Kim, Young-Gon
Published in Parkinsonism & related disorders (01.02.2022)
Published in Parkinsonism & related disorders (01.02.2022)
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Journal Article
Residual one-dimensional convolutional neural network for neuromuscular disorder classification from needle electromyography signals with explainability
Yoo, Jaesung, Yoo, Ilhan, Youn, Ina, Kim, Sung-Min, Yu, Ri, Kim, Kwangsoo, Kim, Keewon, Lee, Seung-Bo
Published in Computer methods and programs in biomedicine (01.11.2022)
Published in Computer methods and programs in biomedicine (01.11.2022)
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Journal Article
Increased coherence predicts medical refractoriness in patients with temporal lobe epilepsy on monotherapy
Hwang, Sungeun, Shin, Youmin, Sunwoo, Jun-Sang, Son, Hyoshin, Lee, Seung-Bo, Chu, Kon, Jung, Ki-Young, Lee, Sang Kun, Kim, Young-Gon, Park, Kyung-Il
Published in Scientific reports (04.09.2024)
Published in Scientific reports (04.09.2024)
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Journal Article
Artifact removal from neurophysiological signals: impact on intracranial and arterial pressure monitoring in traumatic brain injury
Lee, Seung-Bo, Kim, Hakseung, Kim, Young-Tak, Zeiler, Frederick A, Smielewski, Peter, Czosnyka, Marek, Kim, Dong-Joo
Published in Journal of neurosurgery (01.06.2020)
Published in Journal of neurosurgery (01.06.2020)
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Journal Article
Automated artifact elimination of physiological signals using a deep belief network: An application for continuously measured arterial blood pressure waveforms
Son, Yunsik, Lee, Seung-Bo, Kim, Hakseung, Song, Eun-Suk, Huh, Hyub, Czosnyka, Marek, Kim, Dong-Joo
Published in Information sciences (01.08.2018)
Published in Information sciences (01.08.2018)
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Journal Article
Hemodynamic Instability and Cardiovascular Events After Traumatic Brain Injury Predict Outcome After Artifact Removal With Deep Belief Network Analysis
Kim, Hakseung, Lee, Seung-Bo, Son, Yunsik, Czosnyka, Marek, Kim, Dong-Joo
Published in Journal of neurosurgical anesthesiology (01.10.2018)
Published in Journal of neurosurgical anesthesiology (01.10.2018)
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Journal Article
Machine Learning-Based Discrimination of Cardiovascular Outcomes in Patients With Hypertrophic Cardiomyopathy
Rhee, Tae-Min, Ko, Yeon-Kyoung, Kim, Hyung-Kwan, Lee, Seung-Bo, Kim, Bong-Seong, Choi, Hong-Mi, Hwang, In-Chang, Park, Jun-Bean, Yoon, Yeonyee E., Kim, Yong-Jin, Cho, Goo-Yeong
Published in JACC. Asia (01.05.2024)
Published in JACC. Asia (01.05.2024)
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