Publications

Highlights

At the end of this page, you can find the full list of publications.

Full List of publications

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Effects of altered functional connectivity on motor imagery brain–computer interfaces based on the laterality of paralysis in hemiplegia patients
Seho Lee, Hakseung Kim, Jung Bin Kim, Dong-Joo Kim
Computers in Biology and Medicine (2023)

Inherent seizure susceptibility in patients with antihistamine-induced acute symptomatic seizure: a resting-state EEG analysis
Hayom Kim, In-Nea Wang, Jun-Su Park, Keun-Tae Kim, Jooheon Kong, Jung Bin Kim, Dong-Joo Kim
Scientific Reports (2023)

Prediction of Serious Intracranial Hypertension from Low-Resolution Neuromonitoring in Traumatic Brain Injury: An Explainable Machine Learning Approach
Min-Kyung Jung, Daesun Ahn, Chan Min Park, Eun Jin Ha, Tae Hoon Roh, Nam Kyu You, Dukyong Yoon, Hakseung Kim, Se-Hyuk Kim, Dong-Joo Kim
IEEE Journal of Biomedical and Health Informatics (2023)

SleepExpertNet: high‑performance and class‑balanced deep learning approach inspired from the expert neurologists for sleep stage classification
Choel-Hui Lee, Hyun-Ji Kim, Young-Tak Kim, Hakseung Kim, Jung-Bin Kim & Dong-Joo Kim
Journal of Ambient Intelligence and Humanized Computing (2022)

DeepCNAP: A Deep Learning Approach for Continuous Noninvasive Arterial Blood Pressure Monitoring Using Photoplethysmography
Dong-Kyu Kim, Young-Tak Kim, Hakseung Kim, Dong-Joo Kim
IEEE Journal of Biomedical and Health Informatics (2022)

Autonomic Dysfunction in Sleep Disorders: From Neurobiological Basis to Potential Therapeutic Approaches
Hakseung Kim, Hee Ra Jung, Jung Bin Kim, Dong-Joo Kim
Journal of Clinical Neurology (2022)

Intracranial Densitometry-Augmented Machine Learning Enhances the Prognostic Value of Brain CT in Pediatric Patients With Traumatic Brain Injury: A Retrospective Pilot Study
Young-Tak Kim, Hakseung Kim, Choel-Hui Lee, Byung C Yoon, Jung Bin Kim, Young Hun Choi, Won-Sang Cho, Byung-Mo Oh, Dong-Joo Kim
Frontiers in Pediatrics (2021)

Multi-Domain Convolutional Neural Networks for Lower-Limb Motor Imagery Using Dry vs. Wet Electrodes
Ji-Hyeok Jeong, Jun-Hyuk Choi, Keun-Tae Kim, Song-Joo Lee, Dong-Joo Kim, Hyung-Min Kim
Sensors (2021)

Prediction of Life-Threatening Intracranial Hypertension During the Acute Phase of Traumatic Brain Injury Using Machine Learning
Hack-Jin Lee, Hakseung Kim, Young-Tak Kim, Kanghee Won, Marek Czosnyka, Dong-Joo Kim
IEEE Journal of Biomedical and Health Informatics (2021)

Cerebrospinal fluid dynamics correlate with neurogenic claudication in lumbar spinal stenosis
Hyun-Ji Kim, Hakseung Kim, Young-Tak Kim, Chul-Ho Sohn, Keewon Kim, Dong-Joo Kim
PLoS One (2021)

Lower Breakpoint of Intracranial Amplitude-Pressure Relationship in Normal Pressure Hydrocephalus
Zofia H. Czosnyka, Afroditi D. Lalou, Eva Nabbanja, Matthew Garnett, Nicole C. Keong, Eric A. Schmidt, Dong-Joo Kim & Marek Czosnyka
Acta neurochirurgica (2021)

Lower Breakpoint of Intracranial Amplitude-Pressure Relationship in Normal Pressure Hydrocephalus
Zofia H. Czosnyka, Afroditi D. Lalou, Eva Nabbanja, Matthew Garnett, Nicole C. Keong, Eric A. Schmidt, Dong-Joo Kim & Marek Czosnyka
Acta neurochirurgica (2021)

Brain-Controlled Robotic Arm System based on Multi-Directional CNN-BiLSTM Network using EEG Signals
Ji-Hoon Jeong, Kyung-Hwan Shim, Dong-Joo Kim, Seong-Whan Lee
IEEE Transactions on Neural Systems and Rehabilitation Engineering (2020)

Comparative Analysis of Features Extracted from EEG Spatial, Spectral and Temporal Domains for Binary and Multiclass Motor Imagery Classification
Seung-Bo Lee, Hyun-Ji Kim, Hakseung Kim, Ji-Hoon Jeong, Seong-Whan Lee, Dong-Joo Kim
Information Sciences (2019)

Artifact removal from neurophysiological signals: impact on intracranial and arterial pressure monitoring in traumatic brain injury
Seung-Bo Lee, Hakseung Kim, Young-Tak Kim, Frederick A Zeiler, Peter Smielewski, Marek Czosnyka, Dong-Joo Kim
Journal of Neurosurgery (2019)

Novel index for predicting mortality during the first 24 hours after traumatic brain injury
Hakseung Kim, Hack-Jin Lee, Young-Tak Kim, Yunsik Son, Peter Smielewski, Marek Czosnyka, Dong-Joo Kim
Journal of Neurosurgery (2018)

Impaired cerebral compensatory reserve is associated with admission imaging characteristics of diffuse insult in traumatic brain injury
Frederick A. Zeiler, Dong-Joo Kim, Manuel Cabeleira, Leanne Calviello, Peter Smielewski, Marek Czosnyka
Acta Neurochirurgica (2018)

Changes in the gray and white matter of patients with ischemic-edematous insults after traumatic brain injury
Hakseung Kim, Young-Tak Kim, Eun-Suk Song, Byung C Yoon, Young Hun Choi, Keewon Kim, Dong-Joo Kim
Journal of Neurosurgery (2018)

Validation of Pressure Reactivity and Pulse Amplitude Indices Against the Lower Limit of Autoregulation, Part I: Experimental Intra-Cranial Hypertension
Frederick A. Zeiler, Joseph Donnelly, Leanne Calviello, Jennifer K. Lee, Peter Smielewski, Ken Brady, Dong-Joo Kim, Marek Czosnyka
Journal of Neurotrauma (2018)

Validation of Davson’s equation in patients suffering from idiopathic normal pressure hydrocephalus
Afroditi-Despina Lalou, Virginia Levrini, Matthew Garnett, Eva Nabbanja, Dong-Joo Kim, Laurent Gergele, Anna Bjornson, Zofia Czosnyka, Marek Czosnyka
Acta Neurochirurgica (2018)

Automated artifact elimination of physiological signals using a deep belief network: An application for continuously measured arterial blood pressure waveforms
Yunsik Son, Seung-Bo Lee, Hakseung Kim, Eun-Suk Song, Hyub Huh, Marek Czosnyka, Dong-Joo Kim
Information Sciences (2018)

Mathematical Modelling of CSF Pulsatile Flow in Aqueduct Cerebri
Zofia Czosnyka, Dong-Joo Kim, Olivier Balédent, Eric A. Schmidt, Peter Smielewski, Marek Czosnyka
Acta Neurochirurgica (2018)

Hemodynamic Instability and Cardiovascular Events After Traumatic Brain Injury Predict Outcome After Artifact Removal With Deep Belief Network Analysis
Hakseung Kim, Seung-Bo Lee, Yunsik Son, Marek Czosnyka, Dong-Joo Kim
Journal of Neurosurgical Anesthesiology (2018)

Monitoring of Optimal Cerebral Perfusion Pressure in Traumatic Brain Injured Patients Using a Multi-Window Weighting Algorithm
Xiuyun Liu, Natasha M Maurits, Marcel J H Aries, Marek Czosnyka, Ari Ercole, Joseph Donnelly, Danilo Cardim, Dong-Joo Kim, Celeste Dias, Manuel Cabeleira, Peter Smielewski
Journal of Neurotrauma (2017)

Abilities of a Densitometric Analysis of Computed Tomography Images and Hemorrhagic Parameters to Predict Outcome Favorability in Patients With Intracerebral Hemorrhage
Hakseung Kim, Xiaoke Yang, Young Hun Choi, Byung C Yoon, Keewon Kim, Dong-Joo Kim
Neurosurgery (2018)

An Association Between ICP-Derived Data and Outcome in TBI Patients: The Role of Sample Size
Brenno Cabella, Joseph Donnelly, Danilo Cardim, Xiuyun Liu, Manuel Cabeleira, Peter Smielewski, Christina Haubrich, Peter J. A. Hutchinson,
Dong-Joo Kim & Marek Czosnyka
Neurocritical Care (2017)

Cerebrovascular pressure reactivity monitoring using wavelet analysis in traumatic brain injury patients: A retrospective study
X. Liu, J. Donnelly, Marek Czosnyka, M. J. H. Aries, K. Brady, D. Cardim, C. Robba, M. Cabeleira, Dong-Joo Kim, C. Haubrich, P. J. Hutchinson, P. Smielewski
PLoS Medicine (2017)

Chlorhexidine and silver sulfadiazine coating on central venous catheters is not sufficient for protection against catheter-related infection: Simulation-based laboratory research with clinical validation
Yoon Ji Choi, Jae Kwan Lim, Jeong Jun Park, Hyub Huh, Dong-Joo Kim, Chang-Hoon Gong, Seung Zhoo Yoon
Journal of International Medical Research (2017)

Monitoring of Optimal Cerebral Perfusion Pressure in Traumatic Brain Injured Patients Using a Multi-Window Weighting Algorithm
Xiuyun Liu, Natasha M. Maurits, Marcel J.H. Aries, Marek Czosnyka, Ari Ercole, Joseph Donnelly, Danilo Cardim, Dong-Joo Kim, Celeste Dias, Manuel Cabeleira, Peter Smielewski
Journal of Neurotrauma (2017)

An Association Between ICP-Derived Data and Outcome in TBI Patients: The Role of Sample Size
Brenno Cabella, Joseph Donnelly, Danilo Cardim, Xiuyun Liu, Manuel Cabeleira, Peter Smielewski, Christina Haubrich, Peter J. A. Hutchinson,
Dong-Joo Kim & Marek Czosnyka
Neurocritical Care (2017)

Cerebrospinal fluid dynamics at the lumbosacral level in patients with spinal stenosis: A pilot study: CSF DYNAMICS IN SPINAL STENOSIS
Se-Woong Chun, Hack-Jin Lee, Koong-Ho Nam, Chul-Ho Sohn, Kwang Dong Kim, Eun-Jin Jeong, Sun G. Chung, Keewon Kim, Dong-Joo Kim
Journal of Orthopaedic Research (2017)

Spectral analysis of intracranial pressure: Is it helpful in the assessment of shunt functioning in-vivo?
Dong-Joo Kim, Hakseung Kim, Eun-Jin Jeong, Hack-Jin Lee, Marek Czosnyka, Yunsik Son, Byung-Jo Kim, Zofia Czosnyka
Clinical Neurology and Neurosurgery (2016)

Finite Element Model for Hydrocephalus and Idiopathic Intracranial Hypertension
Dong-Joo Kim, Hakseung Kim, Dae-Hyeon Park, Hack-Jin Lee, Zofia Czosnyka, Michael P F Sutcliffe, Marek Czosnyka
Acta neurochirurgica (2016)

Morphological Feature Extraction From a Continuous Intracranial Pressure Pulse via a Peak Clustering Algorithm
Hack-Jin Lee, Eun-Jin Jeong, Hakseung Kim, Marek Czosnyka, Dong-Joo Kim
IEEE Transactions on Bio-medical Engineering (2016)

Cerebrospinal fluid dynamics at the lumbosacral level in patients with spinal stenosis
Se-Woong Chun, Hack-Jin Lee, Koong-Ho Nam, Chul-Ho Sohn, Kwang Dong Kim, Eun-Jin Jeong, Sun G. Chung, Keewon Kim, Dong-Joo Kim
Journal of Orthopaedic Research (2016)

Finite element analysis of periventricular lucency in hydrocephalus: extravasation or transependymal CSF absorption?
Hakseung Kim, Eun-Jin Jeong, Dae-Hyeon Park, Zofia Czosnyka, Byung C Yoon, Keewon Kim, Marek Czosnyka, Dong-Joo Kim
Journal of Neurosurgery (2016)

Finite element analysis for normal pressure hydrocephalus: The effects of the integration of sulci
Hakseung Kim, Dae-Hyeon Park, Seong Yi, Eun-Jin Jeong, Byung C. Yoon, Marek Czosnyka, Michael P.F. Sutcliffe, Dong-Joo Kim
Medical Image Analysis (2015)

Cerebral critical closing pressure in hydrocephalus patients undertaking infusion tests
Georgios V Varsos, Marek Czosnyka, Peter Smielewski, Matthew R Garnett, Xiuyun Liu, Dong-Joo Kim, Joseph Donnelly, Hadie Adams, John D Pickard, Zofia Czosnyka
Neurological Research (2015)

Porohyperelastic anatomical models for hydrocephalus and idiopathic intracranial hypertension
Hakseung Kim, Byoung-Kyong Min, Dae-Hyeon Park, Stanley Hawi, Byung-Jo Kim, Zofia Czosnyka, Marek Czosnyka, Michael P F Sutcliffe, Dong-Joo Kim
Journal of Neurosurgery (2015)

Phase-shift between arterial flow and ICP pulse during infusion test
Dong-Joo Kim, Marek Czosnyka, Hakseung Kim, Olivier Balédent, Piotr Smielewski, Matthew R Garnett, Zofia Czosnyka
Acta Neurochirurgica (2015)

Cerebral Vasospasm Affects Arterial Critical Closing Pressure
Georgios V Varsos, Karol P Budohoski, Marek Czosnyka, Angelos G Kolias, Nathalie Nasr, Joseph Donnelly, Xiuyun Liu, Dong-Joo Kim, Peter J Hutchinson, Peter J Kirkpatrick, Vassilis G Varsos, Peter Smielewski
Journal of Cerebral Blood Flow & Metabolism (2015)

Thresholds of resistance to CSF outflow in predicting shunt responsiveness
Dong-Joo Kim, Hakseung Kim, Young-Tak Kim, Byung C Yoon, Zofia Czosnyka, Kun-Woo Park, Marek Czosnyka
Neurological Research (2015)

Quantitative analysis of computed tomography images and early detection of cerebral edema for pediatric traumatic brain injury patients: Retrospective study
Hakseung Kim, Gwang-dong Kim, Byung C Yoon, Keewon Kim, Byung-Jo Kim, Young Hun Choi, Marek Czosnyka, Byung-Mo Oh & Dong-Joo Kim
BMC Medicine (2014)

How does moderate hypocapnia affect cerebral autoregulation in response to changes in perfusion pressure in TBI patients?
Christina Haubrich, Luzius Steiner, Dong-Joo Kim, Magdalena Kasprowicz, Piotr Smielewski, Rolf R Diehl, John D Pickard, Marek Czosnyka
Acta Neurochirurgica (2012)

Continuous Monitoring of the Monro-Kellie Doctrine: Is It Possible?
Dong-Joo Kim, Zofia Czosnyka, Magdalena Kasprowicz, Piotr Smieleweski, Oliver Baledent, Anne-Marie Guerguerian, John D. Pickard, Marek Czosnyka
Journal of Neurotrauma (2012)

Cerebral arterial compliance in patients with internal carotid artery disease
E Carrera, Dong-Joo Kim, G Castellani, C Zweifel, P Smielewski, J D Pickard, P J Kirkpatrick, M Czosnyka
European Journal of Neurology (2011)

Effect of Hyper- and Hypocapnia on Cerebral Arterial Compliance in Normal Subjects
Emmanuel Carrera, Dong-Joo Kim, Gianluca Castellani, Christian Zweifel, Peter Smielewski, John D Pickard, Marek Czosnyka
Journal of Neuroimaging (2011)

Evaluation of the cerebrovascular pressure reactivity index using non-invasive finapres arterial blood pressure
M Kasprowicz, E Schmidt, Dong-Joo Kim, C Haubrich, Z Czosnyka, P Smielewski, M Czosnyka
Physiological Measurement (2010)

Cerebrospinal compensation of pulsating cerebral blood volume in hydrocephalus
Dong-Joo Kim, Emmanuel Carrera, Marek Czosnyka, Nicole Keong, Peter Smielewski, Oliveir Balédent, Michael P F Sutcliffe, John D Pickard, Zofia Czosnyka
Neurological Research (2010)

Transient Changes in Brain Tissue Oxygen in Response to Modifications of Cerebral Perfusion Pressure: An Observational Study
Danila K Radolovich, Marek Czosnyka, Ivan Timofeev, Andrea Lavinio, Dong-Joo Kim, Matthias Jaeger, Peter Hutchinson, Arun Gupta, John D Pickard, Peter Smielewski
Anesthesia and Analgesia (2010)

What Shapes Pulse Amplitude of Intracranial Pressure?
Emmanuel Carrera, Dong-Joo Kim, Gianluca Castellani, Christian Zweifel, Zofia Czosnyka, Magdalena Kasparowicz, Peter Smielewski, John D Pickard, Marek Czosnyka
Journal of Neurotrauma (2010)

A comparison study of cerebral autoregulation assessed with transcranial Doppler and cortical laser Doppler flowmetry
Christian Zweifel, Marek Czosnyka, Andrea Lavinio, Gianluca Castellani, Dong-Joo Kim, Emmanuel Carrera, John D Pickard, Peter J Kirkpatrick, Peter Smielewski
Neurological Research (2010)

The monitoring of relative changes in compartmental compliances of brain
Dong-Joo Kim, Magdalena Kasprowicz, Emmanuel Carrera, Gianluca Castellani, Christian Zweifel, Andrea Lavinio, Peter Smielewski, Michael P F Sutcliffe, John D Pickard, Marek Czosnyka
Physiological Measurement (2009)

Plateau Waves in Head Injured Patients Requiring Neurocritical Care
Gianluca Castellani, Christian Zweifel, Dong-Joo Kim, Emmanuel Carrera, Danila K Radolovich, Piotr Smielewski, Peter J Hutchinson, John D Pickard, Marek Czosnyka
Neurocritical Care (2009)

Index of cerebrospinal compensatory reserve in hydrocephalus
Dong-Joo Kim, Zofia Czosnyka, Nicole Keong, Danila K Radolovich, Peter Smielewski, Michael P F Sutcliffe, John D Pickard, Marek Czosnyka
Neurosurgery (2009)

Critical Closing Pressure: Comparison of Three Methods
Jorge A López-Magaña, Hugh K Richards, Danila K Radolovich, Dong-Joo Kim, Peter Smielewski, Peter J Kirkpatrick, John D Pickard, Marek Czosnyka
Journal of Cerebral Blood Flow & Metabolism (2009)

Brain tissue oxygenation: more than a number
DK Radolovich, I Timofeev, A Lavinio, M Czosnyka, Dong-Joo Kim, P Hutchinson, J Pickard, P Smielewski
Critical Care (2008)

Pulse amplitude of intracranial pressure waveform in hydrocephalus
Z Czosnyka, N Keong, Dong-Joo Kim, D Radolovich, P Smielewski, A Lavinio, E A Schmidt, S Momjian, B Owler, J D Pickard, M Czosnyka
Acta neurochirurgica (2008)

Patents

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Patent granted

광용적맥파(PPG) 신호 파형을 분석하는 방법, 이를 이용하여 사용자의 병리 상태를 추정하는 장치 및 그 방법
Korea Patent Granted 10-2230289 (2021)

Device of detection for morphological feature extraction from arterial blood pressure waveform and detection method for the same
US Patient Granted 10856817 (2020)

척추관 협착증 진단 방법 및 장치
Korea Patent Granted 10-2172195 (2020)

Device for extraction of peaks from continuous intracranial pressure waveform and detection method for the same
US Patient Granted 10799130 (2020)

혈압 신호의 아티팩트 검출 장치, 방법 및 이를 기록한 컴퓨터로 읽을 수 있는 기록매체
Korea Patent Granted 10-2079530 (2020)

컴퓨터 단층촬영 영상 이미지의 밀도 분석을 통한 진단 장치, 방법 및 이를 기록한 기록매체
Korea Patent Granted 10-2045435 (2019)

변동성지표를 이용한 뇌손상 환자의 예후 판단 방법 및 장치
Korea Patent Granted 10-2045434 (2019)

Method for eliminating artifact of computed tomography image
US Patient Granted 9721368 (2017)

Method for densitometric analysis of computed tomography image
US Patient Granted 9675313 (2017)

동맥 혈압 파형의 특징점을 이용한 두개내압 파형의 피크 검출 장치 및 방법
Korea Patent Granted 10-1746159 (2017)

동맥 혈압 파형의 특징점 검출 장치 및 방법
Korea Patent Granted 10-1656740 (2016)

컴퓨터 단층촬영 이미지의 아티팩트 제거 방법
Korea Patent Granted 10-1571151 (2015)

컴퓨터 단층촬영 이미지의 밀도 분석 방법
Korea Patent Granted 10-1530015 (2015)

Patent pending

Brain-computer interface apparatus and operating method of reducing burden of individual calibration process by clustering subjects based on brain activation
US Patent 17/155,281 (2021)

뇌 활성도에 기반한 클러스터링 기술을 활용하여 사용자 간 신호 보정 과정을 최소화하는 뇌 컴퓨터 인터페이스 장치 및 동작 방법
Korea Patent 10-2020-0142178 (2020)

집중 레벨에 따른 뇌 활성도에 기반하여 사용자의 의도를 판단하는 뇌 컴퓨터 인터페이스 장치 및 동작 방법
Korea Patent 10-2020-0142177 (2020)

합성곱ㆍ양방향 장단기 기억 순환신경망을 활용한 광전용적맥파 기반 실시간 혈압 모니터링 솔루션 시스템
Korea Patent 10-2020-0137715 (2020)

인공지능 뉴로피드백 기반의 원격 진료 시스템의 동작 방법
Korea Patent 10-2020-0109689 (2020)

인공지능 뉴로피드백 시스템 기반 사용자 맞춤형 미주신경 자극 및 펄스 전자기장 치료 장치 및 방법
Korea Patent 10-2020-0109683 (2020)

인공지능 기반 생체신호 모니터링 및 분석을 통한 복합 생활 지원 솔루션 제공 시스템 및 그 동작 방법
Korea Patent 10-2020-0108604 (2020)

심장 상태 감지 센서 장치 및 이를 이용한 심장 상태 모니터링 방법
Korea Patent 10-2020-0108603 (2020)

Deep learning based signal compression and restoration technology that can improve security and battery efficiency
PCT Patient PCT/KR2020/009428 (2020)

뇌파를 활용한 동작 상상 분류 장치 및 방법
Korea Patent 10-2020-0085203 (2020)

복잡성이 높은 사용자 움직기술을 활용하여 사용자 간 신호 보정 과정의 최소화를 위한 뇌-컴퓨터 인터페이스 기술
Korea Patent 10-2020-0071773 (2020)

뇌 활성도 기반 클러스터링 기술을 활용하여 사용자 간 신호 보정 과정의 최소화를 위한 뇌-컴퓨터 인터페이스 기술
Korea Patent 10-2020-0071772 (2020)

집중에 따른 뇌 활성도를 기반한 사용자의 고신뢰도 의도를 판단하는 뇌-컴퓨터 인터페이스 기술
Korea Patent 10-2020-0071771 (2020)

독거노인 건강관리를 위한 병동 모니터링 · 요양병원 · 실버타운 복합 생활 지원 솔루션
Korea Patent 10-2020-0071654 (2020)

인공지능 뉴로피드백 시스템 기반 사용자 맞춤형 미주신경 자극 및 펄스 전자기장 치료 기기
Korea Patent 10-2020-0071653 (2020)

맥파를 이용한 질병예측방법 및 질병예측장치
PCT Patent PCT/KR2020/007433 (2020)

심층학습에 기반한 신호 압축 시스템 및 방법
Korea Patent 10-2020-0049716 (2020)

심전도 신호의 압축 및 부정맥 종류 분류를 위한 심층학습 기술
Korea Patent 10-2019-0130204 (2019)

맥파를 이용한 질병예측방법 및 질병예측장치
Korea Patent 10-2019-0083972 (2019)

연체 고객의 접촉 시간대 예측 방법, 이를 수행하기 위한 기록매체 및 장치
Korea Patent 10-2019-0082440 (2019)

연체 고객의 전사 고객 접촉 정보를 활용한 연결확률 최적 시간대 예측 방법
Korea Patent 10-2019-0065563 (2019)

광용적맥파(PPG) 신호 파형을 분석하는 방법, 이를 이용하여 사용자의 병리 상태를 추정하는 장치 및 그 방법
Korea Patent 10-2018-0166599 (2018)

Method and apparatus for diagnosing lumbar spinal stenosis
US Patent 16/191,985 (2018)

뇌파를 활용한 순환적 합성곱 신경망 기반 동작 상상 분류 방법
Korea Patent 10-2018-0136447 (2018)

동작 상상 뇌-컴퓨터 인터페이스를 위한 시간-주파수 최적 공간 패턴 기반 뇌파 분석 방법
Korea Patent 10-2018-0136446 (2018)

Apparatus and method for detecting artifact of blood pressure signal, and computer readable recording medium storing the method
US Patent 16/122,219 (2018)

Device for extraction of peaks from continuous intracranial pressure waveform and detection method for the same
PCT Patent PCT/KR2016/004132 (2016)

Device of detection for morphological feature extraction from arterial blood pressure waveform and detection method for the same
PCT Patent PCT/KR2016/003673 (2016)