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고려대학교 교수소개

Knowledge & Innovation

소개

Prof. Dong-Joo Kim (김동주)

 

Office: Science Library 604C

Department: Brain and Cognitive Engineering

Technology holding company: NeuroTx

  • About Professor
  • About Professor (Dr. H. Kim)
  • Lab Members
  • Publication
  • Research & News
  • Gallery
  • Education
     PhD – Engineering, University of Cambridge (St Catharine), UK, 2010
     MEng – Medical Engineering, University of London (QM), UK, 2005
     BEng – Medical Engineering, University of London (QM), UK, 2004

    Experience
     2021 – Now: Adjunct Professor, Dept. of Neurology, College of Medicine, Korea University, Korea
     2020 – Now: Adjunct Professor, Dept. of Artificial Intelligence, College of Informatics, Korea University, Korea
     2017 – Now: Associate Professor, Dept. of Brain and Cognitive Engineering, Korea University, Korea
     2015 – Now: Chief Executive Officer (CEO), NeuroTx. Ltd.
     2015 – Now: Ph.D. Team manager, Medical Device Innovation Center, Korea University Medical Center, Korea
     2012 – 2017: Assistant Professor, Dept. of Brain and Cognitive Engineering, Korea University, Korea 
     2010 – 2012: Post-Doctoral Research Fellowship, Neuroscience and Mental Health Program & Critical Care Medicine, The Hospital for Sick Children Research Institute, University of Toronto, Canada
     2006 – 2010: Research Assistant, Neurosurgical Unit, Addenbrooke‘s Hospital, University of Cambridge, U.K
     2006 – 2010: Research Assistant, Dept. of Oncology, Cancer Research Centre, University of Cambridge, UK
     2004 – 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), 2020.04~2024.12
    Collaborator, “Towards on-device augmented intelligence” supported by the Korea government (Ministry of Science and ICT, MSIT), 2019.06~2019.12
    Principal 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), 2019.03~2022.02
    Principal Investigator, “Strengthening Korea-EU Network of Medical Image Analysis for Horizon2020” supported by the Korea government (Ministry of Science and ICT, MSIT), 2018.12~2019.11
    Collaborator, “Towards a lightweight semantic interpretation universal AI of knowledge and data” supported by the Korea government (Ministry of Science, ICT and Planning), 2017.09~2020.12
    Collaborator, “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), 2017.05~2017.12
    Collaborator, “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), 2017.04~2023.12
    Principal 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), 2017.4~2018.12
    Collaborator, “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), 2016.07~2019.12
    Collaborator, “Development of Smart Car Vision Techniques based on Deep Learning for Pedestrian Safety” supported by the Korea government (Ministry of Science, ICT and Planning), 2016.04~2018.12
    Principal 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), 2015.11~2018.10
    Principal Investigator, “컴퓨터 단층촬영(CT) 이미지 기반의 정량적 분석 소프트웨어 개발”, supported by the Korea government (Small and Medium Business Administration), 2015.09~2016.08
    Principal 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), 2014.05~2016.04
    Collaborator, “BK21 PLUS: Global leader development division in brain engineering” supported the Korea government (Ministry of Education, Science and Technology, MEST), 2013.09~2020.08
    Principal Investigator, “Finite element analysis for impaired brain tissue responding processes”, supported by the Korea government (Ministry of Science, ICT and Planning), 2013.06~2016.05
    Collaborator, “World Class University (WCU): A research on converging technologies for brain informatics” supported by the Korea government (National Research Foundation of Korea, NRF), 2012.09~2013.12
    Collaborator, “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 Interface
     2012: IEEE Systems, Man and Cybernetics

    Professional membership
     2020 – Now: Executive Director of the Korean Neurotraumatology Society
     2020 – Now: Special Issue Editor, Electronics
     2017 – Now: Special Director of the Korean Society for Pediatric Neurosurgery
     2014 – Now: The International Director of the Brain Engineering Society of Korea
     2013 – Now: A Member of Korean Society of Clinical Neurophysiology
     2013 – 2014: The Finance Director of the Korean Society for Cognitive Science
     2007 – 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 Neurophysiology
     2015: 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 Interface
     2015: Best Oral Presentation, “Analyzing the morphological characteristics of pulse waveforms in arterial blood pressure and intracranial pressure signals”, The Korean Society of Clinical Neurophysiology
     2014: 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 Engineering
     2014: Best Poster Presentation, “Resistance to CSF outflow in predicting postoperative improvements of shunted NPH patients”, The Korean Society of Clinical Neurophysiology
     2010: Top Clinical Research Poster Presentation, “Continuous monitoring of Monro-Kellie doctrine in traumatic brain injury”, Critical Care Canada Forum

    Patent
    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)
    "합성곱양방향 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.

    임혜숙 과기정통부 장관 "청년 누구나 실패 부담 없이 기술창업 도전토록 지원" (2021.06.18)

    Link: https://www.etnews.com/20210620000017, https://www.etnews.com/20210618000101