고려대학교 교수소개
Knowledge & Innovation
- 일반대학원
- 뇌공학과
- 김동주
소개
Prof. Dong-Joo Kim (김동주)
Office: Science Library 604C
Department: Brain and Cognitive Engineering
Technology holding company: NeuroTx
- About Professor
- About Professors
- Lab Members
- Publication
- Research & News
- Gallery
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Education
PhD – Engineering, University of Cambridge (St Catharine), UK, 2010MEng – Medical Engineering, University of London (QM), UK, 2005BEng – Medical Engineering, University of London (QM), UK, 2004
Experience
2021 – Now: Adjunct Professor, Dept. of Neurology, College of Medicine, Korea University, Korea2020 – Now: Adjunct Professor, Dept. of Artificial Intelligence, College of Informatics, Korea University, Korea2017 – Now: Associate Professor, Dept. of Brain and Cognitive Engineering, Korea University, Korea2015 – Now: Chief Executive Officer (CEO), NeuroTx. Ltd.2015 – Now: Ph.D. Team manager, Medical Device Innovation Center, Korea University Medical Center, Korea2012 – 2017: Assistant Professor, Dept. of Brain and Cognitive Engineering, Korea University, Korea2010 – 2012: Post-Doctoral Research Fellowship, Neuroscience and Mental Health Program & Critical Care Medicine, The Hospital for Sick Children Research Institute, University of Toronto, Canada2006 – 2010: Research Assistant, Neurosurgical Unit, Addenbrooke‘s Hospital, University of Cambridge, U.K2006 – 2010: Research Assistant, Dept. of Oncology, Cancer Research Centre, University of Cambridge, UK2004 – 2005: Joint Research Assistant, University of London, U.K and Johnson & Johnson PLC (Depuy Dept.)
Grant funding
Collaborator, “Development of cognitive enhancement solution based on neurofeedback and vagus nerve stimulation for elderly patients with mild cognitive impairment”, supported by the Ministry of Health and Welfare, 2021.04~2023.12- Principal Investigator, “Development of artificial intelligence-based digital therapeutics for autonomic nervous system stabilization” supported by ministry of SMEs and startups (Tech Incubator Program (TIPS) for startup Korea), 2020.08~2022.07
Collaborator, “Development of muscular function management solution based on electronic skin with EMG IMU and strain sensor” supported by the Korea government (Ministry of Trade, Industry and Energy), 2020.04~2024.12Collaborator, “Towards on-device augmented intelligence” supported by the Korea government (Ministry of Science and ICT, MSIT), 2019.06~2019.12Principal Investigator, “Development of smart clinical decision support system for patient with head injury based on multimodal medical data (physiological signal, brain imaging, electronic medical record)” supported by the National Research Foundation of Korea (NRF) grant supported by the Korea government (Ministry of Science and ICT, MSIT), 2019.03~2022.02Principal Investigator, “Strengthening Korea-EU Network of Medical Image Analysis for Horizon2020” supported by the Korea government (Ministry of Science and ICT, MSIT), 2018.12~2019.11Collaborator, “Towards a lightweight semantic interpretation universal AI of knowledge and data” supported by the Korea government (Ministry of Science, ICT and Planning), 2017.09~2020.12Collaborator, “Virtual apparel fitting solution enhanced by use of IoT tape measure and digitalization of apparel physical properties” supported by the Korea government (Ministry of Science, ICT and Planning), 2017.05~2017.12Collaborator, “Development of non-invasive integrated BCI SW platform to control home appliance and external devices by user’s thought via AR/VR interface” supported by Korea government (Ministry of Science, ICT and Planning), 2017.04~2023.12Principal Investigator, “Development of a computerized diagnosis support system for multimodal neuro-monitoring of patients with brain injury” supported by the Korea government (Ministry of Health and Welfare), 2017.4~2018.12Collaborator, “Development of intelligent information processing software for automatic medical image processing to support healthcare professionals” supported by the Korea government (Ministry of Science, ICT and Planning), 2016.07~2019.12Collaborator, “Development of Smart Car Vision Techniques based on Deep Learning for Pedestrian Safety” supported by the Korea government (Ministry of Science, ICT and Planning), 2016.04~2018.12Principal Investigator, “Research and development of a novel diagnostic protocol utilizing quantitative medical image analysis and CSF dynamics test for differentiating treatable dementia” supported by the Korea government (Ministry of Science ICT and Planning), 2015.11~2018.10Principal Investigator, “컴퓨터 단층촬영(CT) 이미지 기반의 정량적 분석 소프트웨어 개발”, supported by the Korea government (Small and Medium Business Administration), 2015.09~2016.08Principal Investigator, “MR imaging and signal processing to model cerebrospinal fluid and blood flow in the craniospinal compartments” supported by the Korea government (Ministry of Education, Science and Technology, MEST), 2014.05~2016.04Collaborator, “BK21 PLUS: Global leader development division in brain engineering” supported the Korea government (Ministry of Education, Science and Technology, MEST), 2013.09~2020.08Principal Investigator, “Finite element analysis for impaired brain tissue responding processes”, supported by the Korea government (Ministry of Science, ICT and Planning), 2013.06~2016.05Collaborator, “World Class University (WCU): A research on converging technologies for brain informatics” supported by the Korea government (National Research Foundation of Korea, NRF), 2012.09~2013.12Collaborator, “Doctoral student participation in team grant”, The European Community INTERREG Grant: Inter-regional Cooperation between University of Amiens (France) and University of Cambridge (U.K), 2008.01~2010.12
Member of the organizing committee
2013 – 2021: IEEE International Winter Conference on Brain Computer Interface2012: IEEE Systems, Man and Cybernetics
Professional membership
2020 – Now: Executive Director of the Korean Neurotraumatology Society2020 – Now: Special Issue Editor, Electronics2017 – Now: Special Director of the Korean Society for Pediatric Neurosurgery2014 – Now: The International Director of the Brain Engineering Society of Korea2013 – Now: A Member of Korean Society of Clinical Neurophysiology2013 – 2014: The Finance Director of the Korean Society for Cognitive Science2007 – 2010: The Founder and a Member of Cambridge, Imperial, Oxford Networks (CIONS)2006 – 2007: The President of the Korean Society for University of Cambridge
Awards
2016: Best Research Presentation, “The evaluation of shunt functioning by spectral analysis of intracranial pressure during infusion test”, The Korean Society of Clinical Neurophysiology2015: Best Poster Award, “Automated artefact elimination in computed tomography: a preliminary report for traumatic brain injury and stroke”, The 3rd IEEE International Winter Conference on Brain-Computer Interface2015: Best Oral Presentation, “Analyzing the morphological characteristics of pulse waveforms in arterial blood pressure and intracranial pressure signals”, The Korean Society of Clinical Neurophysiology2014: Best Paper Award, “The threshold of resistance to CSF outflow in predicting shunt responsiveness for normal pressure hydrocephalus”, The 6th International Conference on Brain and Cognitive Engineering2014: Best Poster Presentation, “Resistance to CSF outflow in predicting postoperative improvements of shunted NPH patients”, The Korean Society of Clinical Neurophysiology2010: Top Clinical Research Poster Presentation, “Continuous monitoring of Monro-Kellie doctrine in traumatic brain injury”, Critical Care Canada Forum
Patent
Patent granted
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- "광용적맥파(PPG) 신호 파형을 분석하는 방법, 이를 이용하여 사용자의 병리 상태를 추정하는 장치 및 그 방법", Korea Patent Granted 10-2230289 (2021)
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“Device of detection for morphological feature extraction from arterial blood pressure waveform and detection method for the same”, US Patient Granted 10856817 (2020)
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- "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)
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“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)
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- “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)
Research
Brain Computer Interface
Medical Signal / Image Analysis
Health Care
Other Applications
News about Brain Lab.
김동주 고려대 교수, "인공지능(AI) 발전과 뇌 과학 분야 관계는?" (2022.07.15)
임혜숙 과기정통부 장관 "청년 누구나 실패 부담 없이 기술창업 도전토록 지원" (2021.06.18)
세계 첫 AI 수면장애치료 전자약 개발..."제2의 SK바이오팜 꿈꾼다" (2021.02.16)
ICT콜로키움 2020 과학기술정보통신부 장관상 수상 (2020.12.15)
Link: https://newsis.com/view/?id=NISI20201215_0016982572
society/schooling/915825.html 
<온라인 시상식에서 김영탁 박사 과정 장관상 수상하는 모습>
[김동주 뉴로티엑스 대표] '불면의 밤' 재우는 '전자약' 개발 (2020.09.28)
(사)성북구장애인단체 연합회-고려대학교 뇌공학과-(주)케이유엠텍, '인공지능 기반 장애인/노인 돌봄 시스템 개발' MOU 체결 (2019.11.07)
생각대로 움직이는 세상을 만드는 기술 뇌 컴퓨터 인터페이스 (2019.11.05, 한겨례)
생체 신호로 환자의 상태·예후 분석 (2019.03.04, 이코노미스트)
Ph.D. Student
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Eun-Jin Ha (하은진)
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Jeongjun Park (박정준)
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In-Nea Wang (왕인내)
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Se-Ho Lee (이세호)
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Jin-Hyung Kim (김진형)
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Ji-Hyeok Jung (정지혁)
Min-Kyoung Jung (정민경)
Choel-Hui Lee (이철희)
Jae-Wook Heo (허재욱)
Master Student
Joung-Woo Hyung (형정우)
Seung-Hoon Yang (양승훈)
Tae-Seong Han (한태성)
Dong-Young Kim (김동영)
Jun-Su Park (박준수)
Donghyeok Jo (조동혁)
MinJu Kim (김민주)
Kyung Ah Kim (김경아)
Undergraduate Student
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Woo-Seok Jung (정우석)
Ui-Joon Seo (서의준)
Hee-Ra Jung (정희라)
Daesun Ahn (안대선)
Alumni (Ph.D.)
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Hakseung Kim (김학승)
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Research Professor, Dept. of Brain and Cognitive Engineering, Korea University
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Hack-Jin Lee (이학진)
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Senior Research Engineer, Institute of Fundamental and Advanced Technology, Hyundai Motor Group
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Young-Tak Kim (김영탁)
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Research Professor, Dept. of Brain and Cognitive Engineering, Korea University
Hyun-Ji Kim (김현지)
Chief Operating Officer, NeuroTx Co., Ltd.
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Seung-Bo Lee (이승보)
Alumni (M.Eng.)
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Dong-Kyu Kim (김동규)
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Research Engineer, Asan Institiute for Life Sciences, Seoul Asan Medical Center
Ha-Yoon Song (송하윤)
Jae-Wook Heo (허재욱)
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Ph.D. Student, Department of Brain and Cognitive Engineering, Korea University
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Research Paper
DeepCNAP: A Deep Learning Approach for Continuous Noninvasive Arterial Blood Pressure Monitoring Using Photoplethysmography
Kim DK, Kim YT, Kim H, Kim DJ. (2022)
IEEE Journal of Biomedical and Health Informatics, 26(8), 3697-3707.Autonomic Dysfunction in Sleep Disorders: From Neurobiological Basis to Potential Therapeutic Approaches
Kim H, Jung HR, Kim JB, Kim DJ. (2022)
Journal of Clinical Neurology, 18(2), 140-151.Intracranial Densitometry-Augmented Machine Learning Enhances the Prognostic Value of Brain CT in Pediatric Patients with Traumatic Brain Injury: A Retrospective Pilot Study
Kim YT, Kim H, Lee CH, Yoon BC, Kim JB, Choi YH, Cho WS, Oh BM, Kim DJ. (2021)
Frontiers in Pediatrics, 9, 750272.Multi-Domain Convolutional Neural Networks for Lower-Limb Motor Imagery Using Dry vs. Wet Electrodes
Jeong JH, Choi JH, Kim KT, Lee SJ, Kim DJ, Kim HM. (2021)
Sensors, 21(19), 6672.Prediction of Life-Threatening Intracranial Hypertension During the Acute Phase of Traumatic Brain Injury Using Machine Learning.
Lee HJ, Kim H, Kim YT, Won K, Czosnyka M, Kim DJ. (2021)
IEEE Journal of Biomedical and Health Informatics, 25(10), 3967-3976.Cerebrospinal fluid dynamics correlates with neurogenic claudication in lumbar spinal stenosis.
Kim HJ, Kim H, Kim YT, Sohn CH, Kim K, Kim DJ. (2021)
PLOS ONE, 16(5), e0250742.Brain-Controlled Robotic Arm System Based on Multi-Directional CNN-BiLSTM Network Using EEG Signals.
Jung JH, Shim KH, Kim DJ, Lee SH. (2020)
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 28(5), 1226-1238.Artifact removal from neurophysiological signals: impact on intracranial and arterial pressure monitoring in traumatic brain injury.
Lee SB, Kim H, Kim YT, Zeiler F, Smieleweski P, Czosnyka M, Kim DJ. (2019)
Journal of Neurosurgery, 132(6), 1952-1960.Comparative Analysis of Features Extracted from EEG Spatial, Spectral and Temporal Domains for Binary and Multiclass Motor Imagery Classification.
Lee SB, Kim HJ, Kim H, Jeong JH, Lee SW, Kim DJ. (2019)
Information Sciences, 502, 190-200.Novel Index for Predicting Mortality During the First 24 Hours after Traumatic Brain Injury.
Kim H, Lee HJ, Kim YT, Son Y, Smieleweski P,Czosnyka M, Kim DJ. (2019)
Journal of Neurosurgery, 131(6), 1887-1895Changes in the Gray and White Matter of Patients with Ischemic-Edematous Insults after Traumatic Brain Injury.
Kim H, Kim YT, Song ES, Yoon BC, Choi YH, Kim K, Kim DJ. (2019)
Journal of Neurosurgery, 131(4), 1243-1253.Impaired Cerebral Compensatory Reserve is Associated with Admission Imaging Characteristics of Diffuse Insult in Traumatic Brain Injury.
Zeiler FA, Kim DJ, Cabeleira M, Calviello L, Smielewski P, Czosnyka M. (2018)
Acta Neurochirurgica, 160(12), 2277-2287.Validation of Pressure Reactivity and Pulse Amplitude Indices Against the Lower Limit of Autoregulation, Part I: Experimental Intra-Cranial Hypertension.
Zeiler A, Donnelly J, Calviello L, Lee J, Smieleweski P, Brady K, Kim DJ, Czosnyka M. (2018)
Journal of Neurotrauma, 35(23), 2803-2811.Automated artifact elimination of physiological signals using a deep belief network: An application for continuously measured arterial blood pressure waveforms.
Son Y, Lee SB, Kim H, Song ES, Huh H, Czosnyka M, Kim DJ. (2018)
Information Sciences, 456, 145-158.Hemodynamic Instability and Cardiovascular Events After Traumatic Brain Injury Predict Outcome After Artifact Removal With Deep Belief Network Analysis.
Kim H, Lee SB, Son Y, Czosnyka M, Kim DJ. (2018)
Journal of Neurosurgical Anesthesiology, 30(4), 347-353.Abilities of a Densitometric Analysis of Computed Tomography Images and Hemorrhagic Parameters to Predict Outcome Favorability in Patients With Intracerebral Hemorrhage.
Kim H, Yang X, Choi YH, Yoon BC, Kim KW, Kim DJ. (2018)
Neurosurgery, 83(2), 226-236.Validation of Davson’s equation in patients suffering from idiopathic normal pressure hydrocephalus.
Lalou AD, Levrini V, Garnett M, Nabbanja E, Kim DJ, Gergele L, Bjornson A, Czosnyka Z, Czosnyka M. (2018)
Neurosurgery, 160(5), 1097-1103.Development of periventricular lucency with low CSF pressure Response.
Kim DJ, Kim H, Czosnyka M. (2018)
Journal of Neurosurgery, 128(4), 1267-1268.Monitoring of optimal cerebral perfusion pressure in traumatic brain injured patients using a multi-window weighting algorithm.
Liu X, Maurits N, Aries M, Czosnyka M, Ercole A, Donnelly J, Cardim D, Kim DJ, Dias C, Cabeleira M, Smielewski P. (2017)
Journal of Neurotrauma, 34(22), 3081-3088.An Association Between ICP-Derived Data and Outcome in TBI Patients: The Role of Sample Size.
Cabella B, Donnelly J, Cardim D, Liu X, Cabeleira M, Smielewski P, Haubrich C, Hutchinson P, Kim DJ, Czosnyka M. (2017)
Neurocritical Care, 27(1), 103-107.Cerebrovascular pressure reactivity monitoring using wavelet analysis in traumatic brain injury patients: A retrospective study.
Liu X, Donnelly J, Czosnyka M, Aries M, Brady K, Cardim D, Robba C, Cabeleira M, Kim DJ, Haubrich C, Hutchinson P, Smielewski P. (2017)
Plos Medicine, 14(7), e1002348.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.
Choi YJ, Lim JK, Park JJ, Huh H, Kim DJ, Gong CH, Yoon SZ. (2017)
Journal of International Medical Research, 45(3), 1042-1053.Cerebrospinal fluid dynamics at the lumbosacral level in patients with spinal stenosis: A pilot study.
Chun SW, Lee HJ, Nam KH, Sohn CH, Kim KD, Jeong EJ, Chung SG, Kim KW, Kim DJ. (2017)
Journal of Orthopaedic Research, 35(1), 104-112.Biomechanical modeling of hydrocephalus and idiopathic intracranial hypertension.
Kim H, Jeong EJ, Kim DJ. (2016)
Journal of Neurosurgery, 124(3), 879-881.Morphological Feature Extraction from a Continuous Intracranial Pressure Pulse via a Peak Clustering Algorithm.
Lee HJ, Jeong EJ, Kim H, Czosnyka M, Kim DJ. (2016)
IEEE Transactions on Biomedical Engineering, 63(10), 2169-2176.Spectral analysis of intracranial pressure: Is it helpful in the assessment of shunt functioning in-vivo?
Kim DJ, Kim H, Jeong EJ, Lee HJ, Czosnyka M, Son Y, Kim BJ, Czosnyka Z. (2016)
Clinical Neurology and Neurosurgery, 142, 112-119.Finite Element Analysis on Periventricular Lucency in Hydrocephalus: Extravasation or Transependymal CSF Absorption?
Kim H, Jeong EJ, Park DH, Czosnyka Z, Yoon BC, Kim KW, Czosnyka M, Kim DJ. (2016)
Journal of Neurosurgery, 124(2), 334-341.Finite element analysis for normal pressure hydrocephalus: the effects of the integration of sulci.
Kim H, Park DH, Yi S, Jeong EJ, Yoon BC, Czosnyka M, Sutcliffe MP, Kim DJ. (2015)
Medical Image Analysis, 24(1), 235-244.Poro-hyperelastic Anatomical Models for Hydrocephalus and Idiopathic Intracranial Hypertension.
Kim H, Min BK, Park DH, Hawi S, Kim BJ, Czosnyka Z, Czosnyka M, Sutcliffe MP, Kim DJ. (2015)
Journal of Neurosurgery, 122(6), 1330-1340.Cerebral Vasospasm affects Arterial Critical Closing Pressure.
Varsos GV, Budohoski KP, Czosnyka M, Kolias AG, Nasr N, Donnelly J, Liu X, Kim DJ, Hutchinson PJ, Kirkpatrick PJ, Varsos VG, Smielewski P, (2015)
Journal of Cerebral Blood Flow & Metabolism, 35(2), 285-291.Phase-shift between arterial flow and ICP pulse during infusion test.
Kim DJ, Czosnyka M, Kim H, Baledent O, Smielewski P, Garnett MR, Czosnyka Z. (2015)
Acta Neurochirurgica, 157(4), 633-638.Cerebral critical closing pressure in hydrocephalus patients undertakinginfusion tests.
Varsos GV, Czosnyka M, Smielewski P, Garnett MR, Liu X, Kim DJ, Donnelly J, Adams H, Pickard JD, Czosnyka Z. (2015)
Neurological Research, 37(8), 674-682.Thresholds of Resistance to CSF Outflow in Predicting Shunt Responsiveness.
Kim DJ, Kim H, Kim YT, Yoon BC, Czosnyka Z, Park KW, Czosnyka M. (2015)
Neurological Research, 37(4), 332-340.Quantitative Analysis of Computed Tomography Images and Early Detection of Cerebral Edema for Pediatric Traumatic Brain Injury Patients: Retrospective study.
Kim H, Kim GD, Yoon BC, Kim KW, Kim BJ, Choi YH, Czosnyka M, Oh BM, Kim DJ. (2014)
BMC Medicine, 12(1), 186.Continuous monitoring of Monro-Kellie Doctrine: Is it possible?
Kim DJ, Czosnyka Z, Kasprowicz M, Smielewski P, Baledent B, Guerguerian AM, Pickard JD, Czosnyka M. (2012)
Journal of Neurotrauma, 29(7), 1354-1363.Cerebral arterial compliance in patients with internal carotid artery disease: Cerebral arterial compliance.
Carrera E, Kim DJ, Castellani G, Zweifel C, Smielewski P, Pickard JD, Kirkpatrick PJ, Czosnyka M. (2011)
European Journal of Neurology, 18(5), 711-718.Effect of Hyper- and Hypocapnia on Cerebral Arterial Compliance in Normal Subjects.
Carrera E, Kim DJ, Castellani G, Zweifel C, Smielewski P, Pickard JD, Czosnyka M. (2011)
Journal of Neuroimaging, 21(2), 121-125.Cerebrospinal compensation of pulsating cerebral blood volume in hydrocephalus.
Kim DJ, Carrera E, Czosnyka M, Keong N, Smielewski P, Balédent O, Sutcliffe MP, Pickard JD, Czosnyka Z. (2010)
Neurological Research, 32(6), 587-592.Evaluation of the cerebrovascular pressure reactivity index using non-invasive finapres arterial blood pressure.
Kasprowicz M, Schmidt E, Kim DJ, Haubrich C, Czosnyka Z, Smielewski P, Czosnyka M. (2010)
Physiological Measurement, 31(9), 1217-1228.A comparison study of cerebral autoregulation assessed with transcranial Doppler and cortical laser Doppler flowmetry.
Zweifel C, Czosnyka M, Lavinio A, Castellani G, Kim DJ, Carrera E, Pickard JD, Kirkpatrick PJ, Smielewski P. (2010)
Neurological Research, 32(4), 425-428.What shapes pulse amplitude of intracranial pressure?
Carrera E, Kim DJ, Castellani G, Zweifel C, Czosnyka Z, Kasparowicz M, Smielewski P, Pickard JD, Czosnyka M. (2010)
Journal of Neurotrauma, 27(2), 317-324.Transient changes in brain tissue oxygen in response to modifications of cerebral perfusion pressure: an observational study.
Radolovich DK, Czosnyka M, Timofeev I, Lavinio A, Kim DJ, Jaeger M, Hutchinson P, Gupta A, Pickard JD, Smielewski P. (2010)
Anesthesia & Analgesia, 110(1), 165-173.The monitoring of relative changes in compartmental compliances of brain.
Kim DJ, Kasprowicz M, Carrera E, Castellani G, Zweifel C, Lavinio A, Smielewski P, Sutcliffe MP, Pickard JD, Czosnyka M. (2009)
Physiological Measurement, 30(7), 647-659.Plateau Waves in Head Injured Patients Requiring Neurocritical Care.
Castellani G, Zweifel C, Kim DJ, Carrera E, Radolovich DK, Smielewski P, Hutchinson PJ, Pickard JD, Czosnyka M. (2009)
Neurocritical Care, 11(2), 143-150.Critical closing pressure: comparison of three methods.
López-Magaña JA, Richards HK, Radolovich DK, Kim DJ, Smielewski P, Kirkpatrick PJ, Pickard JD, Czosnyka M. (2009)
Journal of Cerebral Blood Flow & Metabolism, 29(5), 987-993.Index of cerebrospinal compensatory reserve in hydrocephalus.
Kim DJ, Czosnyka Z, Keong N, Radolovich DK, Smielewski P, Sutcliffe MP, Pickard JD, Czosnyka M. (2009)
Neurosurgery, 64(3), 494-502.Pulse amplitude of intracranial pressure waveform in hydrocephalus.
Czosnyka Z, Keong N, Kim DJ, Radolovich D, Smielewski P, Lavinio A, Schmidt EA, Momjian S, Owler B, Pickard JD, Czosnyka M. (2008)
Acta Neurochirurgica Supplement, 102, 137-140.
C
Book
Mathematical Modelling of CSF Pulsatile Flow in Pulsatile Flow in Aqueduct Cerebri.
Kim DJ, Kim H, Park DH, Lee Lee, Czosnyka Z, Sutcliffe M, Czosnyka M. (2018)
Intracranial Pressure and Brain Monitoring XVI, Springer, ISSN : 0065-1419.Finite Element Model for Hydrocephalus and Idiopathic Intracranial Hypertension.
Kim DJ, Kim H, Park DH, Lee Lee, Czosnyka Z, Sutcliffe M, Czosnyka M. (2016)
Intracranial Pressure and Brain Monitoring XV, Springer, ISSN : 0065-1419.Part 4 – Functional Neuromonitoring in Acquired Heard Injury.
Kim HS, Kim YT, Kim DJ. (2015)
Recent Progress in Brain and Cognitive Engineering, Springer, pp.169-182, ISSN: 2213-1310.Professors
-
Hakseung Kim (김학승)
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Young-Tak Kim (김영탁)
Hyun-Ji Kim (김현지)
Research paper
DeepCNAP: A Deep Learning Approach for Continuous Noninvasive Arterial Blood Pressure Monitoring Using Photoplethysmography
Kim DK, Kim YT, Kim H, Kim DJ. (2022)
IEEE Journal of Biomedical and Health Informatics, 26(8), 3697-3707.Autonomic Dysfunction in Sleep Disorders: From Neurobiological Basis to Potential Therapeutic Approaches
Kim H, Jung HR, Kim JB, Kim DJ. (2022)
Journal of Clinical Neurology, 18(2), 140-151.Intracranial Densitometry-Augmented Machine Learning Enhances the Prognostic Value of Brain CT in Pediatric Patients with Traumatic Brain Injury: A Retrospective Pilot Study
Kim YT, Kim H, Lee CH, Yoon BC, Kim JB, Choi YH, Cho WS, Oh BM, Kim DJ. (2021)
Frontiers in Pediatrics, 9, 750272.Prediction of Life-Threatening Intracranial Hypertension During the Acute Phase of Traumatic Brain Injury Using Machine Learning.
Lee HJ, Kim H, Kim YT, Won K, Czosnyka M, Kim DJ. (2021)
IEEE Journal of Biomedical and Health Informatics, 25(10), 3967-3976.Cerebrospinal fluid dynamics correlates with neurogenic claudication in lumbar spinal stenosis.
Kim HJ, Kim H, Kim YT, Sohn CH, Kim K, Kim DJ. (2021)
PLOS ONE, 16(5), e0250742.Artifact removal from neurophysiological signals: impact on intracranial and arterial pressure monitoring in traumatic brain injury.
Lee SB, Kim H, Kim YT, Zeiler F, Smieleweski P, Czosnyka M, Kim DJ. (2019)
Journal of Neurosurgery, 132(6), 1952-1960.Comparative Analysis of Features Extracted from EEG Spatial, Spectral and Temporal Domains for Binary and Multiclass Motor Imagery Classification.
Lee SB, Kim HJ, Kim H, Jeong JH, Lee SW, Kim DJ. (2019)
Information Sciences, 502, 190-200.Novel Index for Predicting Mortality During the First 24 Hours after Traumatic Brain Injury.
Kim H, Lee HJ, Kim YT, Son Y, Smieleweski P,Czosnyka M, Kim DJ. (2019)
Journal of Neurosurgery, 131(6), 1887-1895Changes in the Gray and White Matter of Patients with Ischemic-Edematous Insults after Traumatic Brain Injury.
Kim H, Kim YT, Song ES, Yoon BC, Choi YH, Kim K, Kim DJ. (2019)
Journal of Neurosurgery, 131(4), 1243-1253.Automated artifact elimination of physiological signals using a deep belief network: An application for continuously measured arterial blood pressure waveforms.
Son Y, Lee SB, Kim H, Song ES, Huh H, Czosnyka M, Kim DJ. (2018)
Information Sciences, 456, 145-158.Hemodynamic Instability and Cardiovascular Events After Traumatic Brain Injury Predict Outcome After Artifact Removal With Deep Belief Network Analysis.
Kim H, Lee SB, Son Y, Czosnyka M, Kim DJ. (2018)
Journal of Neurosurgical Anesthesiology, 30(4), 347-353.Abilities of a Densitometric Analysis of Computed Tomography Images and Hemorrhagic Parameters to Predict Outcome Favorability in Patients With Intracerebral Hemorrhage.
Kim H, Yang X, Choi YH, Yoon BC, Kim KW, Kim DJ. (2018)
Neurosurgery, 83(2), 226-236.Development of periventricular lucency with low CSF pressure Response.
Kim DJ, Kim H, Czosnyka M. (2018)
Journal of Neurosurgery, 128(4), 1267-1268.Biomechanical modeling of hydrocephalus and idiopathic intracranial hypertension.
Kim H, Jeong EJ, Kim DJ. (2016)
Journal of Neurosurgery, 124(3), 879-881.Morphological Feature Extraction from a Continuous Intracranial Pressure Pulse via a Peak Clustering Algorithm.
Lee HJ, Jeong EJ, Kim H, Czosnyka M, Kim DJ. (2016)
IEEE Transactions on Biomedical Engineering, 63(10), 2169-2176.Spectral analysis of intracranial pressure: Is it helpful in the assessment of shunt functioning in-vivo?
Kim DJ, Kim H, Jeong EJ, Lee HJ, Czosnyka M, Son Y, Kim BJ, Czosnyka Z. (2016)
Clinical Neurology and Neurosurgery, 142, 112-119.Finite Element Analysis on Periventricular Lucency in Hydrocephalus: Extravasation or Transependymal CSF Absorption?
Kim H, Jeong EJ, Park DH, Czosnyka Z, Yoon BC, Kim KW, Czosnyka M, Kim DJ. (2016)
Journal of Neurosurgery, 124(2), 334-341.Finite element analysis for normal pressure hydrocephalus: the effects of the integration of sulci.
Kim H, Park DH, Yi S, Jeong EJ, Yoon BC, Czosnyka M, Sutcliffe MP, Kim DJ. (2015)
Medical Image Analysis, 24(1), 235-244.Poro-hyperelastic Anatomical Models for Hydrocephalus and Idiopathic Intracranial Hypertension.
Kim H, Min BK, Park DH, Hawi S, Kim BJ, Czosnyka Z, Czosnyka M, Sutcliffe MP, Kim DJ. (2015)
Journal of Neurosurgery, 122(6), 1330-1340.Phase-shift between arterial flow and ICP pulse during infusion test.
Kim DJ, Czosnyka M, Kim H, Baledent O, Smielewski P, Garnett MR, Czosnyka Z. (2015)
Acta Neurochirurgica, 157(4), 633-638.Thresholds of Resistance to CSF Outflow in Predicting Shunt Responsiveness.
Kim DJ, Kim H, Kim YT, Yoon BC, Czosnyka Z, Park KW, Czosnyka M. (2015)
Neurological Research, 37(4), 332-340.Quantitative Analysis of Computed Tomography Images and Early Detection of Cerebral Edema for Pediatric Traumatic Brain Injury Patients: Retrospective study.
Kim H, Kim GD, Yoon BC, Kim KW, Kim BJ, Choi YH, Czosnyka M, Oh BM, Kim DJ. (2014)
BMC Medicine, 12(1), 186.-
Gallery
2022.09. 교수님 정교수 임용 기념 깜짝 파티 2022.09. 김영탁 교수 첫 수업 (안암) 2022.10. 김영탁 교수 결혼식 뒤풀이 (안암) 
