한림대학교 HALLYM UNIVERSITY

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■ Journals (Highlighted):

 

H. Rho and T. Jeong, ''  ``In-Silico Investigation and Intelligence Analysis of Particulate Matter and Pro-Oxidant-Antioxidant Balance, `` IJPH, Ira. J. Public Health, vol. 53, no. 4, Apr 2024 [SCIE, SSCI]

 

H. Rho and T. Jeong, ''  ``In-Depth Investigation of Biological Association for Particulate Matter on Systemic Stress Biomarkers`` IJPH, Ira. J. Public Health, vol. 53, no. 2, Jan 2024 [SCIE, SSCI]

 

S. Kim, S. Yoo, and T. Jeong, ''  `Cross Relative User-Interfaces Design and Enterprise Business Decision System, ``PPBRI, vol. 14, no. 1, pp. 39-54, Oct 2023

 

W. So and T. Jeong, ''  ``Resilience Effect and Association Analysis between Sleep Duration and Body Mass Index, `` IJPH, Ira. J. Public Health, vol. 52, no. 9, Sep 2023 [SCIE, SSCI]

 

B. Noh,  T. Lin, S. Lee  and T. Jeong, ''  ``Deep Learning and  Geometry Flow Vector using Estimating Vehicle Cuboid Technology in a Monovision Environment, `` Sensors, vol. 23, no. 18, Sep 2023 [SCIE]

 

Y. Jeong, T. Jeong, and S. Jang, ''  ``Validation of Basic Psychological Needs Scale in terms of Autonomy and Competence, `` IJPH, Ira. J. Public Health, vol. 52, no. 7, July 2023 [SCIE, SSCI]

 

M. Kim, S. Lee, and T. Jeong, ``Time Series Prediction Methodology and Ensemble Model Using Real-World Data, `` Electronics, June 2023 [SCIE] 

 

M. Park, S. Oh, T. Jeong, and S. Yu,  ``Multi-Stage Temporal Convolutional Network with Moment Loss and Positional Encoding for Surgical Phase

Recognition, `` Diagnostics, Dec 2022 [SCIE] 

 

S. Lee, and T. Jeong, ``Large-Scale Distributed System and Design Methodology for Real-Time Cluster Services and Environments , `` Electronics, Dec 2022 [SCIE]

 

H. Jabbar, T. Jeong, ``Ambient Light Energy Harvesting and Numerical Modeling of Non-Linear Phenomena , `` Applied Science, Feb 2022 [SCIE]

 

T. Jeong, W. Lee, ``Deep Learning Model and Correlation Analysis by User Object Layering of a Social Network Service , `` Symmetry, MDPI, June 2021 [SCIE]

 

S. Y. Jang, W. Y. So, and T. Jeong, ``Intelligent system of training data sets for current reported normality levels and physical fitness analysis, `` Scienc & Sports, Elsevier, Mar 2021, [SCIE]

 

T. Jeong, `` Time-series Data Classification and Analysis associated with Machine Learning Algorithms for Cognitive Perception and Phenomenon, `` IEEE Access, Sep 2020, [SCIE]

 

T. Jeong, `` Deep Neural Network Algorithm on Feedback Model with Behavioral Intelligence and Context aware Data, Symmetry, MDPI, Sep 2020 [SCIE]

 

S. Lee, and T. Jeong, `` Forecast Purpose Data Analysis and Methodology Comparison of Neural Network Perspective, `` Symmetry, MDPI, July 2017 [SCIE]

 

Y. Song, and T. Jeong, `` Electromagnetic Characterization of a Computational Asymmetric Analysis for Wireless Network, `` Measurement, Elsevier, May 2016 [SCIE]

 

Choi, and T. Jeong, `` Multimedia Data Delivery Table and Improving Transfer Time On Mobile Handhelds, `` IET Science, Measurement and Technology, May 2015 [SCI]

 

T. Jeong, `` Design and Modeling of Sensor Behavior for Improving Sensitivity and Performance, `` Microsystem Technologies, Springer, Oct, 2016 [SCIE]

 

S. Lee, and T. Jeong, `` Cloud-based Parameter-driven Statistical Services and Resource Allocation in a Heterogeneous Platform on Enterprise Environment, `` Symmetry, MDPI, Dec 2016 [SCIE]

 

T. Jeong, `` Theoretical and Linearity Analysis for Pressure Sensors and Communication System Development, `` IJDSN, SAGE, Sep. 2015 [SCIE]

 

T. Jeong, Specialized Sensor and System Modeling for Safety-Critical Application, `` Journal of Electrical Engineering Technology IEEK, May 2016 [SCIE]

 

Y. Lee, K. Lee and T. Jeong, `` A Compact Low-Power Shunt Proximity Touch Sensor and Readout for Haptic Function, `` Journal of Semiconductor and Technology System, Sep 2016 [SCIE]

 

S. Lee, Y. Chung, and T. Jeong, `` CPU-GPU Hybrid Computing for Feature Extraction from Video Stream, `` IEICE Electronic Express, Oct 2015 [SCIE]

 

E. Choi, W. So, and T. Jeong, `` Association between Alcohol Consumption and Academic Achievement: A Cross-Section Study, `` Cent. Eur. Jour. of Public Health, Dec 2016 [SSCI]

 

E. Choi, W. So, and T. Jeong, `` Effect of Workout and Meditation Phenomenon Program on Body Composition, Flexibility, and Blood Pressure Data Analysis, `` Iran Jour. of Public Health, Sep 2016 [SSCI]

 

G. Park, S. Lee, and T. Jeong, Y. Song, `` Green Nanocomposites Filled with Spent Coffee Grounds, `` Journal of Applied Polymer Science, Wiley, Sep 2014 [SCI]

 

E. Choi, W. So, and T. Jeong, `` Effectiveness of a 12-week Program of Combined Exercise in Reducing Visceral Fat as Measured by Computed Tomography Imaging, `` Iran Jour. of Public Health, May 2016 [SSCI]

 

E. Choi, W. So, and T. Jeong, `` Effect of CrossFit Exercise Data Analysis on Body Composition and Blood Profile, `` Iran Jour. of Public Health, Dec. 2016 [SSCI]

 

E. Choi, W. So, and T. Jeong, `` Blood Lactate Levels after All-Out Exercise depend on Body Fat Percentage in College Students, `` Iran Jour. of Public Health, Sep 2016 [SSCI]

 

E. Choi, W. So, and T. Jeong, `` Effects of a 16-week Combined Exercise Program on Isometic Ankle Strength and Gait Velocity in a Selected Sample of Girls, `` Iran Jour. of Public Health, May 2015 [SCI]

 

T. Jeong, ``Energy Harvesting System Design through Bluetooth Environment for Smart Phone,`` IET Science, Measurement and Technology, ISSN: 1751-8822, (Corresponding author) Jan 2013, May 2014 [SCI]

 

I. Choi, G. Park, J. Hwang, and T. Jeong, ``Audio/Video Delivery Table and Improving Transfer Time on T-DMB Data Service, `` IET Science, Measurement and Technology, ISSN: 1751-8822, (Corresponding author) July 2013, Dec 2014 [SSCI]

 

H. Jabbar, S. Lee, K. Hur, and T. Jeong, `` Energy Harvesting Technique by using Novel Voltage Multiplier Circuits and Passive Devices, `` IEICE Transactions on Electronics, ISSN: 1745-1353, (Corresponding author) May 2013 [SCI]

 

S. Baek, and T. Jeong, (8 people)`` Novel Binary Tree Huffman Decoding Algorithm and FPGA Implementation for T-DMB Mobile Handheld,`` IET Science, Measurement and Technology, ISSN: 1751-8822, (Corresponding author) Nov. 2012 [SCI]

 

H. Jabbar, Y. Song, and T. Jeong, ``RF Energy Harvesting System and Circuits for Charging of Mobile Devices, `` IEEE Transaction on Consumer Electronics, ISSN: 0098-3063, (Corresponding author) Jan 2010. [SCI]

 

T. Jeong, ``Implementation of Low Power Adder Design and Analysis based on Power Reduction Technique, `` Microelectronics Journal, Elsevier, ISSN: 0026-2692, (1stAuthor)Nov.2008[SCI]

 

T. Jeong, ``A Circuit-Level Design for Safety-critical Applications using Dynamic Multi-Threshold Voltage Circuits, `` IETE Technical Review, ISSN: 0256-4602, (1stAuthor) Feb.2010[SCIE]

 

J. Lee and T. Jeong, ``Simultaneous Intrinsic and Extrinsic Parameter Identification of a Hand-Mounted Laser-Vision Sensor, `` Sensors, MDPI, ISSN: 1424-8220, (Corresponding author) Sep. 2011 [SCIE]

 

J. Lee and T. Jeong, ``A Novel Sensing Method and Sensing Algorithm Development for a Ubiquitous Network, `` Sensors, MDPI, ISSN: 1424-8220, (Corresponding author) Sep. 2010 [SCIE]

 

M. Han, D. Lie, and T. Jeong, ``Adaptive Security Model in Real-time Intrusion Detection Environments, `` Information-International Interdisciplinary Journal, ISSN: 1343-4500, (Corresponding author) Apr. 2011 [SCIE]

 

M. Han, J. Kim, and T. Jeong, ``Generic Feature Selection in Intrusion Detection System, `` Information-International Interdisciplinary Journal, ISSN: 1343-4500, (Corresponding author) Dec. 2011 [SCIE]

 

B. Hieu and T. Jeong, ``A Real-time Remote Sensing and Data Acquisition System for a Nuclear Power Plant, `` Nuclear Engineering and Technology, ISSN: 1743-5733, (Corresponding author) Apr. 2011 [SCIE]

 

S. Baek, and T. Jeong, ``Mobility Model of People on Requirement-based Design in Mobile Wireless Network, `` Journal of Internet Technology, ISSN: 1607-9264 (Corresponding author) Sep. 2011 [SCIE]

 

B. Hieu, S. Beak, and T. Jeong, ``Wireless Transmission of Acoustic Emission Signals for Real-time Monitoring of Leakage in Underground Pipes, `` KSCE Journal, ISSN: 0231-2322, (Corresponding author) May 2011 [SCIE]

 

Y. Song, H. Oh, T. Jeong and J. Yoon, ``A Novel Manufacturing Method of Carbon Nanotube Aramid Fiber Filled Hybrid Multi-Component Composites, `` Advanced Composite Materials, ISSN: 0026-2692, (Co-author) Dec. 2008 [SCI]

 

H. Jabbar, J. Hwang, G. Park, T. Jeong, ``Viewers Identification and Authentication in IPTV and RFID Technique, `` IEEE Transaction on Consumer Electronics, ISSN: 0098-3063, (Corresponding author) Jan 2009 [SCI]

 

T. Jeong and A. Ambler, ``Power Efficiency System for Flight Application (PESFA) mission; Low Power Dissipation in Digital Circuit Design for Flight Application/Space Communications, `` IEEE Transaction on Aerospace and Electrical Systems, (1stAuthor)Jan. 2007 [SCI]

 

Y. Song and T. Jeong, ``An Accurate Thermal Characteristics and Measurement of Nanoscale Materials, `` IEEE International Computational Conference of Science Architecture (ICCSA’06) also held in Lecture Notes in Computer Science, Springer, (Corresponding author) Mar 2006 [SCIE]

 

 

 

■ International Conferences (Highlighted):

 

S. Lee, M. Kim, S. Yang, H, Kim, T. Jeong and S. Lee, ``Improving machine learning accuracy for hyperlipidemia diagnosis by using Selection of important clinical data, `` APIC-IST 2021, June 20~21, 2021

 

B. Hieu, S. Beak, and T. Jeong, ``A New Approach to Thermometer-to-Binary Encoder of Flash ADCs – Bubble Error Detection Circuits, `` IEEE MWCAS 2011, (Corresponding author) Mar 2011

 

C. Chen, T. Jeong and K. Man, ``Design and Realization of a Smart Battery Management System, `` IEEE IMECS 2012, (Co-author) Mar 2012

 

C. Chen, T. Jeong and K. Man, ``Design, Analysis, Tools and Applications for Programmable High-speed and Power-aware 4G Processors, `` IEEE ISOCC 2011, (Co-author) Nov. 2011

 

S. Beak, B, Hieu, and T. Jeong, ``Energy Charging Circuits in Bluetooth Environments for Smart Phone, `` IEEE Consumer Electronics 2011, (Corresponding author) Jan. 2011

 

S. Beak, B, Hieu, and T. Jeong, ``Wireless Charging Mobile Devices from Ambient RF Sources, `` IEEE Consumer Electronics 2010, (Corresponding author) Jan. 2010

 

S. Beak, B, Hieu, Y. Lee, and T. Jeong, ``Ambient Radio Waves and RF Sources for Energy Harvesting, `` RF Integrated Circuits Technical Workshop, (Corresponding author) Jan. Sep. 2010

 

T. Jeong and J. Lee, ``Design Trade-offs and Power Reduction Techniques for High Performance Circuits and System, `` IEEE International Computational Conference of Science (ICCS’06) also held in Lecture Notes in Computer Science, Springer, (Corresponding author) Mar 2006

 

T. Jeong and A. Ambler, ``A New Design Method of Power Efficiency Design in Dynamic Multi-Threshold (DMT) Circuits for Safety-Critical Applications, `` NASA 12thVLSIdesignsymposium, Coeur d'Alene, ID, Oct 4-5, (1stAuthor)2005.

 

Y. Zhang, T. Jeong, F. Chen, N. Ruddy and G. Gao, ``A Study of the On-Chip Interconnection Network for the IBM Cyclops 64 Multi-core, `` IEEE 20thInternationalParallelandDistributedProcessingSymposium(IPDPS’06),Isle of Rhodes, Greece, (Co-author) Apr, 2006

 

 

■ Domestic Journals / International Standard (Highlighted):

 

K. Lee, T. Jeong, ``Simulation-based Large-Scale Smart TV and Service for User Grouping Algorithm, `` Korea Simulation Society, (Co-author) Mar 2011

 

T. Jeong, `` Considering on improving the energy efficiency of a wireless network of low-power sensor network research, `` Korea Society of Internet and Information, vol.1, no.12, (Corresponding author) Aug 2009

 

T. Jeong, `` INS / GPS integrated inertial sensor error rate reduction methods, `` Institute of Electronics and Electricity for Korea, vol.3, no.5, (Corresponding author) May 2009

 

T. Jeong, ``Simulation-based Design Verification for High-performance Computing System, `` Korea Multimedia Society, vol.8, no.12, (Corresponding author) Dec 2005

 

S-J Koh, T. Jeong and H-Y. Jung, ``ITU-T Recommendation Q.2/SSG (2003), IMT-2000 Proposal on Mobility Management Requirements for Systems Beyond IMT-2000 (SBI2K) `` International Telecommunication Union-Telecommunication Standard Sector SSG Meeting (ITU-TSSGMeeting),GenevaSwitzerland.Nov2003.

 

S-J Koh, T. Jeong and H-Y. Jung, ``ITU-T Recommendation Q.2/SSG (2003), Technical Report Q. TRMMR; Supplement to ITU-T Q-series Recommendations `` International Telecommunication Union-Telecommunication Standard Sector SSG Meeting (ITU-TSG13Meeting),GenevaSwitzerland.Nov2003.

 

 

■ Books and Chapters:

 

Digital Insight (디지털 인사이트), Korea, 216 pages, 2018. (Author) ISBN: 9788931555387, URL : http://item.gmarket.co.kr/Item?goodscode=1353960571

 

IPTV Design and Application, Korea, 255 pages, 2010. (Co-author, all 5 people)

 

Digital Logic Design., Korea, 359 pages, 2011. (Co-author, all 5 people)

 

 

■ 연구비수주

 

. 연구책임, 한국연구재단, S-Bot : 딥러닝 기반 서지컬-봇(Surgical-Bot)과 메디컬 비디오를 활용한 질병 조기 진단 및 In silico 가상 스크리닝 기법 실현성 연구 (2021. 9.1 ~ 2023.12.31.)

 

. 연구책임, 『 인공지능전문연구실 』 , 정보통신기획평가원 (『인공지능 전문연구실 』 : AI 기반 차세대 보안 정보관리기법적용 COGNITIVE INTELLIGENCE 및 SECURE-오픈 프레임워크 (S-OFW)) 2019. 5.1 ~ 2020.12.31.)

 

. 세부책임, 산업기술평가관리원, 사용자 참여형 빅데이터 기반 건강 위험도 예측 및 관리 서비스 개발, 2018. 5.1 ~ 2023.12.31.

 

. 연구책임, 한국연구재단, 바이오미믹 기법 실현을 위한 AMBIENT 데이터 전처리와 분류방식의 E-인텔리전트 오픈 프레임워크 (E-OFW), 2017. 4 .1 ~ 2019. 12.31

 

. 연구책임, 정보통신기획평가원 (딥러닝 기반의 SNS 역기능 개선을 위한 서비스 및 플랫폼 (SMASHING-COP) 개발) 2017.5.1. ~ 2019.12.31.

 

. 연구책임, 한국연구재단, 바이오 생체류 재건에 의한 에너지 하베스팅 전원소스 다변화연구, 2014.11.1. ~ 2017.12.31.

 

. 연구책임, 바이오미믹 데이터세트 수집을 위한 IMAGE-GUIDED 머신러닝기법 적용, 2017.5.1. ~ 2017.12.31.

 

. 연구책임, 지능정보산업협회, 인간수준 비디오 이해기술의 평가방안 도출 연구, 2017.5.1. ~ 2018.4.30.

 

. 연구책임, 인코어드 테크놀로지, IoT 연계형 실시간 데이터 생성에 따른 에너지 차별성 연구, 2016.9.1. ~ 2017.4.30

 

■ 수상

 

국무총리상, 행정안전부 제170016호 기술유공 (2012.12)

NASA, NRC Associateship Award (2004 7 – 2006.8)

Miller Research Scientific Award (2003.6) nominated award

Google Scholar

 

 

 

■ Peer Reviewed Original Science Publications

· Jeong I, Liu J, Finkelstein J. Association Between System Usage Pattern and Impact of Web-Based Telerehabilitation in Patients with Multiple Sclerosis. Stud Health Technol Inform. 2020;272;346-349.

 

· Jeong I, Karpatkin H, Stein J, Finkelstein J. Relationship Between Exercise Duration in Multimodal Telerehabilitation and Quality of Sleep in Patients with Multiple Sclerosis. Stud Health Technol Inform. 2020;270;658-662.

 

· Robins D, Brody R, Jeong I, Parvanova I, Liu J, Finkelstein J. Towards a Highly Usable, Mobile Electronic Platform for Patient Recruitment and Consent Management. Stud Health Technol Inform. 2020;270;1066-1070.

 

· Finkelstein J, Jeong I, Karpatkin H. Physical Telerehabilitation Ameliorates Impact Of Multiple Sclerosis In A Randomized Control Trial. Mult Scler J. 2020;26;159.

 

· Jeong I, Healy R, Bao B, Xie W, Madeira T, Sussman M, Whitman G, Schrack J, Zahradka N, Hoyer E, Brown C, Searson P. Assessment of Patient Ambulation Profiles to Predict Hospital Readmission, Discharge Location, and Length of Stay in a Cardiac Surgery Progressive Care Unit. JAMA Network Open. 2020;3(3);201074.

 

· Choi D, Kitchen G, Kim J, Li Y, Kim K, Jeong I, Nguyen J, Stewart J, Zeger S, and Searson P. Two Distinct Types of Sweat Profile in Healthy Subjects While Exercising at Constant Power Output Measured by a Wearable Sweat Sensor. Scientific Reports. 2019;9(1);1-9.

 

· Levitin A, Jeong I, Finkelstein J, Mining Electronic Dental Records to Identify Dry Socket Risk Factors. Stud Health Technol Inform. 2019;262:328-331.

 

· Boehm A, Jeong I, Finkelstein J, Whalen S, Graham R. Using Big Data to Uncover Patient Determinants of Care Utilization Compliance in a Student Dental Clinic. Stud Health Technol Inform. 2019;262:324-327.

 

· Jeong I, Papapanou P, Finkelstein J. Implant Failure Prediction Using Discriminant Analysis. IEEE EMBS. 2019; 3433-3437.

 

· Usability Inspection of Multipurpose Scalable Informed Consent Platform

 

· Jeong I, Bychkov D, Searson P. Wearable Devices for Precision Medicine and Health State Monitoring. IEEE Trans Biomed Eng. 2019;66(5);1242-1258.

 

· Walker T, Jeong I, Searson P, Kudchadkar S. 1429: A Novel Use of Infrared Sensors to Characterize Mobilization in Critically Ill Children. Crit. Care Med. 2019;47(1);691

 

· Jeong I, Liu Jiazhen, Finkelstein J. Factors Affecting Adherence with Telerehabilitation in Patients with Multiple Sclerosis. Stud Health Technol Inform. 2019;257:189-193.

 

· Zahradka N, Jeong I, Searson P. Distinguishing positions and movements in bed from load cell signals. Physiol. Meas. 2018;39(12);125001(11pp)

 

· Choi D, Thaxton A, Jeong I, Kim K, Sosnay P, Cutting G, Searson P. Sweat Test for Cystic Fibrosis: Wearable Sweat Sensor vs. Standard Laboratory Test. Journal of Cystic Fibrosis. 2018;17(4):e35-e38.

 

· Jeong I, Bychkov D, Hiser S, Kreif J, Klein L, Hoyer E, Searson P. Using a Real Time Location System for Assessment of Patient Ambulation in a Hospital Setting. Archives of Physical Medicine and Rehabilitation. 2017;98(7):1366-1373.

 

· Finkelstein J, Jeong I. Machine Learning Approaches to Personalize Early Prediction of Asthma Exacerbations. Ann. N.Y. Acad. Sci. 2017;1387:153-165.

 

· Finkelstein J, Jeong I. Using CART for Advanced Prediction of Asthma Attacks Based on Telemonitoring Data. IEEE UEMCON 2016;1-5.

 

· Jeong I, Finkelstein J. Introducing Contactless Blood Pressure Assessment Using a High Speed Video Camera. Journal of Medical System. 2016;40(4):1-10.

 

· Jeong I, Finkelstein J. Comparative utility of time and frequency HRV domains for automated classification of exercise exertion levels. IEEE Bioinformatics and Biomedicine. 2015;983-989.

 

· Jeong I, Finkelstein J. Introducing Telerehabilitation in Patients with Multiple Sclerosis with Significant Mobility Disability: Pilot Feasibility Study. IEEE ICHI. 2015;69-75.

 

· Jeong I, Finkelstein J. Introducing Contactless Assessment of Heart Rate Variability Using High Speed Video Camera. IEEE Sarnoff Symposium 2015;7-11.

 

· Kukafka R, Jeong I, Finkelstein J. Optimizing Decision Support for Tailored Health Behavior Change Applications. MEDINFO 2015: EHealth-enabled Health. 2015;216:108-112.

 

· Finkelstein J, Cisse P, Jeong I. Feasibility of Interactive Resistance Chair in Older Adults with Diabetes. Stud Health Technol Inform. 2015;213:61-64.

 

· Jeong I, Finkelstein J. Real-Time Classification of Exercise Exertion Levels Using Discriminant Analysis of HRV Data. Stud Health Technol Inform. 2015;213:171-174.

 

· Bedra M, Hill Golder S, Cha E, Jeong I, Finkelstein J. Computerized Insulin Order Sets Can Lead to Unanticipated Consequences. Stud Health Technol Inform. 2015;213:53-56.

 

· Jeong I, Finkelstein J. Remotely controlled biking is associated with improved adherence to prescribed cycling speed. Technology and Heath Care. 2015;23:S543-S549.

 

· Jeong I, Finkelstein J. Contactless blood pressure monitoring. Stud Health Technol Inform. 2015;210:1017.

 

· Jeong I, Finkelstein J. Interactive resistance chair to promote strengthening exercise in older adults. Stud Health Technol Inform. 2015;210:205-209.

 

· Kukafka R, Jeong I, Finkelstein J. Introducing Decision Support for Smart Mobile Health Behavior Change Applications. Second International Conference on Big Data and Smart Computing (BigComp 2015). 2015:75-78.

 

· Finkelstein J, Jeong I. Using Heart Rate Variability for Automated Identification of Exercise Exertion Levels. Stud Health Technol Inform. 2015;208:137-141.

 

· Kukafka R, Jeong I, Finkelstein J. Determinants of Health Behavior Choices in Patients Using Computer-Mediated Decision Aid. Stud Health Technol Inform. 2015;208:226-231.

 

· Jeong I, Yoon H, Kang H, Yeom H. Effects of Skin Surface Temperature on Photoplethysmograph. Journal of Healthcare Engineering. 2014;5(4):429-438.

 

· Jeong I, Finkelstein J. Classification of Cycling Exercise Status Using Short-term Heart Rate Variability. IEEE EMBS. 2014:1782-1785.

 

· Finkelstein J, Jeong I. Adherence to Prescribed Cycling Speed in Remotely Controlled iBikE System. Stud Health Technol Inform. 2014;205:1262.

 

· Jeong I, Finkelstein J. HRV Analysis to Identify Stages of Home-based Telerehabilitation Exercise. Stud Health Technol Inform. 2014;202:287-290.

 

· Sim M, Kim M, Jeong I, Park S, Yong S, Kim W, Yoon H. Development and evaluation of an improved technique for pulmonary function test using electrical impedance pneumography intended for the diagnosis of chronic obstructive pulmonary disease patients. Sensors. 2013;13(11):15846-15860.

 

· Finkelstein J, Jeong I. Remotely controlled cycling exercise system for home-based telerehabilitation. IEEE EMBS. 2013;7310-7313.

 

· Jeong I, Finkelstein J. Potential value of electrocardiogram and photoplethysmogram for non-invasive blood pressure estimation during exercise. IEEE EMBS. 2013;2304-2307.

 

· Jeong I, Finkelstein J. Applicability of the second derivative photoplethysmogram for non-invasive blood pressure estimation during exercise. Health Care Exchanges. 2013;1-5.

 

· Finkelstein J, Jeong I. Design and Implementation of Home Automated Telemanagement Platform for Interactive Biking Exercise (iBikE HAT). Point-of-Care Healthcare Technologies. 2013;236-239.

 

· Jeong I, Finkelstein J. Introducing a Practical Approach for Non-Invasive Blood Pressure Monitoring during Home-based Telerehabilitation Exercise Program. Point-of-Care Healthcare Technologies. 2013;164-167.

 

· Finkelstein J, Jeong I. Feasibility of interactive biking exercise system for telemanagement in elderly. Stud Health Technol Inform. 2013;192:642-646.

 

· Jeong I, Finkelstein J. Optimizing non-invasive blood pressure estimation using pulse transit time. Stud Health Technol Inform. 2013;192:1998.

 

· Jeong I, Wood J, Finkelstein J. Using individualized pulse transit time calibration to monitor blood pressure during exercise. Stud Health Technol Inform. 2013;190:39-41.

 

· Jeong I, Finkelstein J. Interactive Biking Exercise (iBikE) Platform to Facilitate Lower Extremity Cycling Exercise: System design and feasibility. Biomedical Engineering and Informatics. 2012;1091-1095.

 

· Jeong I, Finkelstein J. Computer-assisted upper extremity training using interactive biking exercise (iBikE) platform. IEEE EMBS. 2012;6095-6099.

 

· Han K, Kim S, Jeong I, Lee Y, Chang S, Park B, Kim S. Electrophysiological and Behavioral Changes by Phosphodiesterase 4 Inhibitor in a Rat Model of Alcoholic Neuropathy. J Korean Neurosurg Soc. 2012;52(1):32-36.

 

· Sim M, Kim M, Jeong I, Yoon C, Yoon H. A Convenient Pulmonary Volume and Flow Detection System. IEEE EMBS. 2011;1009-1012.

 

· Jeong W, Sim M, Jung S, Kim M, Yoon C, Jeong I, Yoon H. Improvement of the Accuracy of Wrist Noninvasive Blood Pressure Measurement Using Multiple Bio-signals. Tans KIEE. 2011;60(8):1606-1616. (Korean)

 

· Hwang I, Noh Y, Jeong I, Yoon H. Optimized Exercise Load Control System Based on Heart Rate Variability. Biomed Eng Lett. 2011;1(4):232-238.

 

· Han Y, Noh Y, Jung J, Hwang I, Yoon U, Jeong I, Yoon H. Real-time Biosignal Monitoring System Using Android-Based Smartphone. KSOMBE. 2010;42. (Korean)

 

· Hwang I, Noh Y, Yoon U, Jung J, Han Y, Jeong I, Yoon H. Design of a MISO PID Controller for Real-time Biofeedback Exercise system. KSOMBE. 2010;42. (Korean)

 

· Yoon U, Jung J, Han Y, Hwang I, Noh Y, Jeong I, Yoon H. The variation of ECG signal RMS value on various skin moisture using Textile electrode. KSOMBE. 2010;41. (Korean)

 

· Jung J, Noh Y, Kim M, Yoon U, Han Y, Hwang I, Yoon H, Jeong I. A Preliminary Study on Autonomic Nervous System Assessment during Aerobic Exercise using Skin Temperature Variability. Biomedical Engineering and Sciences. 2010;261-264.

 

· Yoon U, Noh Y, Hwang I, Jung J, Han Y, Yoon H, Jeong I. Electrocardiogram Signal Processing Method for Exact HR Detection in Physical Activity Monitoring System: Wavelet Approach. Biomedical Engineering and Sciences. 2010;232-235.

 

· Noh Y, Yoon U, Hwang I, Jung J, Han Y, Yoon H, Jeong I. Development of Sports Health Care System Proper to the Fitness Club Environment. Biomedical Engineering and Sciences. 2010;93-96.

 

· Yoon U, Hwang I, Noh Y, Jeong I, Yoon H. Comparison of CWT with DWT for Detecting QRS Complex on Wearable ECG Recorder. Wavelet Analysis and Pattern Recognition. 2010;300-303.

 

· Jeong I, Jun S, Kim M, Um D, Oh J, Yoon H. Non-Invasive Estimation of Systolic Blood Pressure and Diastolic Blood Pressure Using Photoplethysmograph Components. YMJ. 2010;51(3):345-353.

 

· Jung W, Sim M, Jung S, Jeong I, Yoon H. The multi-dimensional bio signal instrumentation system for estimating cardiovascular and pulmonary status. KSOMBE. 2009;40. (Korean)

 

· Hwang I, Jung J, Noh Y, Yoon U, Han Y, Jeong I, Yoon H. Development of Real-time Biofeedback Exercise Prescription System Using PID. KSOMBE. 2009;40. (Korean)

 

· Sim M, Jung S, Jung W, Kim M, Jeong I, Yoon H. Development of Pulmonary Function Test System Using Electrical Tetrapolar Electrode Impedance Method. KSOMBE. 2009;40. (Korean)

 

· Jung S, Sim M, Jung W, Jeong I, Yoon H. Detection of Optimal Point by 4 Electrodes Method for Estimation of Cardiac Output using Impedance Cardiography. KSOMBE. 2009;40. (Korean)

 

· Noh Y, Han Y, Yoon U, Hwang I, Jung J, Jeong I, Yoon H. Consideration from Parameters based on age for Estimation of Maximal Heart Rate. KSOMBE. 2009;40. (Korean)

 

· Yoon U, Noh Y, Hwang I, Jung J, Han Y, Jeong I, Yoon H. To detect ECG using wearable sensor and cancelling noise using wavelet during exercise. KSOMBE. 2009;40. (Korean)

 

· Park S, Jeong I, Sim M, Sim Y, Kong I, Shin T, Yoon H. Maximum Fat Oxidation and Autonomic Changes during Exercise. KSOMBE. 2009;39. (Korean)

 

· Lim T, Seo K, Jeong I, Jun S, Noh Y, Kim E, Yoon H. Novel Impedance Method for Analyzing Truncal Obesity. Tans KIEE. 2009;58(4):849-856. (Korean)

 

· Jun S, Jeong I, Jung S, Yoon H. Estimation of the Variation of Quantity in PWV in Accordance with the Changes of Position in Human. J Biomed Eng Res. 2009;30(2):129-134. (Korean)

 

· Jeong I, Jun S, Park S, Jung S, Shin T, Yoon H. A Research for evaluation on Stress Change via Thermotherapy and Massage. IEEE EMBS. 2008;4820-4823.

 

· Park S, Jeong I, Sim M, Yoon U, Shin T, Yoon H. Development of Bio-signal Measurement system for Sports Healthcare. IEEE EMBS. 2008;534-537.

 

· Kim K, Choi H, Sim M, Jeong I, Yoon H. Compensation on Impedance of the Stratum Corneum. JEET. 2008;3(3):444-449.

 

· Jung S, Choi W, Noh Y, Jeong I, Yoon H. A Treadmill Control Using Standard Deviation of Heart Rate Variability. KSOMBE. 2007;36. (Korean)

 

· Sim M, Choi H, Jeong I, Kim K, Yoon H. A Study for Abnormal-Tissue Detection using Skin Impedance method with Embedded system. KSOMBE. 2007;36. (Korean)

 

· Sim M, Choi H, Jeong I, Kim K, Yoon H. A Study for Estimation of Scalp Condition by Impedance. CICS. 2007;471-472. (Korean)

 

· Choi H, Sim M, Jeong I, Kim K, Yoon H. Research for the compensation on impedance of the stratum corneum. KSOMBE. 2007;35. (Korean)

 

· Lee D, Jeong I, Jun S, Park S, Yoon H. A Study of Continuous Blood Pressure Evaluation by Morphological Analysis of Photoplethysmographic Signal: Clinical Experiments. KSOMBE. 2007;35. (Korean)

 

· Jeong I, Jun S, Lee D, Yoon H Development of Bio Signal Measurement System for Vehicles. Convergence Information Technology. 2007;1091-1096.

 

· Jeong I, Lee D, Park S, Ko J, Yoon H. Automobile Driver’s Stress Index Provision system That Utilizes Electrocardiogram. IEEE IV. 2007;652-656.

 

· Jeong I, Choi Y, Park S, Yoon H. A Study on Compensation of Error Rate in Noninvasive Blood Pressure Measurement System using Tactile Sensor. IFMBE Proceedings. 2007;6:4127-4130.

 

· Jeong I, Ko J, Lee D, Hwang S, Yoon H. New Algorithms for compensation of Error Rate in Noninvasive Blood Pressure Measurement System Using Optical Sensors. IFMBE Proceedings. 2007;6:4123-4126.

 

· Ko J, Jeong I, Lee D, Park S, Hwang S, Park S, Kim G, Joo H, Yoon H. Compensation of Error in Noninvasive Blood Pressure Measurement System Using Optical Sensor. J Biomed Eng Res. 2007;28(2):178-186. (Korean)

 

· Jeong I, Choi Y, Yoon H. Compensation of the Error Rate for the Non-invasive Sphygmomanometer System Using a Tactile Sensor. JEET. 2007;2(1):136-141.

 

· Choi H, Sim M, Jeong I, Kim K, Yoon H. A simulation for the estimation of moisture on stratum corneum using various distances of electrodes. KSOMBE. 2006;34. (Korean)

 

· Park S, Jeong I, Lee D, Yoon H. The Blood Pressure Estimation System using Interpolated PPG signal. KSOMBE. 2006;34. (Korean)

 

· Lee D, Jeong I, Park S, Yoon H. A Study of Continuous Blood Pressure Evaluation by Morphological Analysis of Photoplethysmographic Signal: Animal Experiments. KSOMBE. 2006;34. (Korean)

 

· Jeong I, Ko J, Hwang S, Yoon H. A New Method to estimate Arterial Blood Pressure using Photoplethysmographic Signal. IEEE EMBS. 2006;4667-4670.

 

· Ko J, Jeong I, Park S, Yoon H. Design of Mobile Bioelectric Signal Measurement System, KSOMBE. 2005;33. (Korean)

 

· Jeong I, Shin T, Yoon H. Estimation of Non-Invasive Blood Pressure Using Peripheral Plethysmograph. Tans KIEE 2005;54D(8):504-509. (Korean)

 

· Yeom H, Jeong I, Yoon H. Design of FPGA IIR Notch filter 60 Hz interference for real-time. KSOMBE. 2002;27. (Korean)

 

■ Educational Publications

Books, Textbooks

1. Jeong I, Yeom H, Yoon H. Design of Circuits for Medical Devices. Shinkwang. 2009; ISBN 978-89-6451-004-9. (Korean)

 

2. Jeong I, Kim J, Yoon H. Design and Manufacture of Electronic Medical Devices. Shinkwang. 2007; ISBN 978-89-7069-928-8. (Korean)

 

 

■ Awards, Professional Accomplishments

2013 Nomination of “Distinguished Poster Awards,” American Medical Informatics Association (AMIA) Annual Symposium.

 

2010 “Best Paper Presentation,” Korean Society of Medical and Biological Engineering Conference

 

■ Keynote Speaker

2018 The 9th IEEE Annual Ubiquitous Computing, Electronics and Mobile Communication Conference 2018, New York, NY, USA

 

■ Conference Organizer, Session Chair, Invited Speaker

2019 Invited Speaker, Cutting Edge Strategies to Increase Pulmonary Rehabilitation Participation: Recent NHLBI Research Funding with Early Results, 34th Annual Meeting of American Association of Cardiovascular and Pulmonary Rehabilitation, Portland, OR, USA

 

2018 Towards an individual digital health state profile, DASAN Conference 2018, Korean Federation of Science and Technology Societies, Seoul, Republic of Korea

2017 Invited Speaker, Current Wearable Sports Devices and System for Health Promotion, Seoul National University, Seoul, Republic of Korea

2017 Invited Speaker, Johns Hopkins Individualized Health: the Mission of Measurement Corps, Wonju Medical Industry Techno-valley, Wonju, Republic of Korea

 

2017 Invited Speaker, Johns Hopkins Individualized Health: Harnessing Scientific Knowledge to Improve Clinical Decisions, Kyung Hee University Medical Center, Seoul, Republic of Korea

 

2016 Invited Speaker, The Johns Hopkins Individualized Health Initiative (Hopkins inHealth): the Mission of Measurement Corps, Korea Research Institute of Standards and Science, Seoul, Republic of Korea

 

2013 Invited Speaker, Remotely Controlled Interactive Biking Exercise (iBikE) Platform for Home-based Tele-rehabilitation, Department of VA/Multiple Sclerosis Center of Excellence, Baltimore, MD, USA

 

2013 Session Co-chair, Smart Homes and Ambient Assisted Living I, 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Osaka, Japan

 

■ Inventions, Patents, Copyrights

2017 Jeong I, Kim H, Kim T, Yoon U, Cho S, Lee J, Yi K. Prescribing System for Exercise. KR101777312.

 

2016 Jeong I, Yoon H, Hwang I, Noh Y, Jung J, Yoon U, Cho S, Kim H, Lee J, Yi K, Han Y. Automatic Control System of Sport Apparatus by User''s Condition. KR01655753.

 

2016 Jeong I, Jung J, Han Y, Yoon J, Yoon U, Noh Y, Cho S, Lee J, Yi K, Jung S, Jeong W. Treadmill Speed Control Method Using ANOVA of RR Interval of ECG. KR101649935.

 

2016 Jeong I, Searson P, Bychkov D. A Smart PCA Pump Interface for Pain Management. JHU Invention Disclosure D14378

 

2016 Jeong I, Searson P, Bychkov D, William S. Digital Pain and Vital Sign Journal. JHU Invention Disclosure D14294

 

2016 Jeong I, Searson P, Bychkov D. Continuous Automated Assessment of Patient Mobility and Risk for Pressure Ulcers from Load Cells in Hospital Beds. JHU Invention Disclosure D14244

 

2016 Jeong I, Searson P, Bychkov D. Remote Tracking Location System for Patient Ambulation Monitoring. JHU Invention Disclosure D14037

 

2016 Jeong I, Cho S, Kim H, Lee J, Yi K, Yoon U. Exercise Management System Interlocking with Smart Phone. KR101586661.

 

2014 Jeong I, Yoon H, Hwang I, Noh Y, Jung J, Yoon U, Cho S, Kim H, Lee J, Yi K, Han Y. Customized Exercise Apparatus Control System for Establishing Target Heart Rate Zone. KR1013555060000.

 

2013 Jeong I, Yoon H, Shin T, Kim T, Chol W, Jung J, Han Y, Yoon J, Noh Y, Cho S, Lee J, Yi K, Jung S, Jeong W. Real-time Ventilation Threshold Point Detection Method through the Monitoring of Heart Rate Changes, capable of Deducing the Feeling of being Bound of an Exerciser. KR 101333511.

 

2013 Jeong I, Kim H, Kim T, Yoon U, Cho S, Lee J, Yi K. Prescribing System for Exercise and thereof Method. KR101315907.

 

2013 Jeong I, Kim H, Yoon H, Noh Y, Yoon U, Hwang I, Jung J, Cho S, Lee J, Yi K, Shin T, Kim T, Choi W. Exercise Prescription Method, capable of Suggesting an Exercise Prescription Suitable for a User by Presuming and Individual Maximum Oxygen Intaking Amount. KR101301305.

 

2013 Jeong I, Park Y, Yoon H, Lee K, Baek Y, Cho S, Kim H, Lee J, Yi K. Method for Detecting a Peak and Analyzing Rhythm in Real Time by using Discrete Wavelet Transform for an Exercise. KR101301304.

 

2013 Jeong I, Jung J, Han Y, Yoon J, Yoon U, No Y, Cho S, Lee J, Yi K, Jung S, Jeong W. Method for Controlling Treadmill Velocity through Analysis of Heart Beat Interval Variance and System thereof. WO2013035916.

 

2012 Jeong I, Yoon H, Noh Y, Yoon U, Hwang I, Jung J, Cho S, Lee J, Yi K. Bio-signal Measurement Unit of an Exercise Prescription System based on a Detected Bio-signal of an Exerciser. KR 101203902.

 

2011 Jeong I, Cho S, Park S, Sim M, Kim T, Shin T, Yoon H. Exercise Management System using Biofeedback. KR101044883.

 

2011 Jeong I, Ko J, No Y, Jun S, Nam K, Seo K, Yoon H. Bio-signal Measurement Device of Mouse Type. KR101042827.

 

2011 Jeong I, Cho S, Park S, Sim M, Kim T, Shin T, Yoon H. Potable Terminal for Measuring a Biosignal, Capable of Measuring Electrocardiogram, a Body Temperature, and Activity of a User. KR101030887.

 

2011 Jeong I, Kim H, Yoon U, Cho S, Lee J, Yi K. Exercise Prescription System. WO2011025322.

 

2011 Jeong I, Yoon U, Cho S, Lee J, Yi K. Exercise Prescription System. WO2011025075.

 

2010 Jeong I, Choi H, Sim M, Kim K, Yoon H. Special Electrode to Compensate Error Caused by Thickness Fluctuations at Skin Impendence Measurement. KR100963874.

 

2008 Jeong I, Park W, Yoon H. System for Providing Driver's Stress Index using ECG. KR100851383.

 

2006 Jeong I, Yoon H, Ko J, Seo K. Hand-held Type Blood Pressure Monitoring System using PPG signal. KR100660349

 

2006 Jeong I, Yoon H. Mobile Radio Terminal with Blood Pressure Monitoring System PPG signal. KR100650044.

Google Scholar

 

International Journals

 

D.-O. Won, K.-R. Müller, and S.-W. Lee, "An adaptive deep reinforcement learning framework enables curling robots with human-like performance in real world conditions," Science Robotics, 2020. (Accepted)

 

D.-O. Won, B.-R. Lee, K.-S. Seo, H.-J. Kim, and S.-W. Lee, "Alteration of Coupling between Brain and Heart induced by Sedation with Propofol and Midazolam," PLOS ONE, Vol. 14, 2019, pp. 1-20.

 

M.-H. Lee, J. Williamson, D.-O. Won, S. Fazli and S.-W. Lee, "A High Performance Spelling System based on EEG-EOG Signals with Visual Feedback," IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol. 26, No. 7, 2018.

 

D.-O. Won, H.-J. Hwang, D.-M. Kim, K.-R. Müller, and S.-W. Lee, "Motion-based Rapid Serial Visual Presentation for Gaze-Independent Brain-Computer Interfaces," IEEE Trans. on Neural Systems & Rehabilitation Engineering, Vol. 26, Issue 2, 2018, pp. 334-343.

 

M. Lee, R. D. Sanders, S.-K. Yeom, D.-O. Won, K.-S. Seo, H. J. Kim, G. Tononi, and S.-W. Lee, "Network Properties in Transitions of Consciousness during Propofol-Induced Sedation," Scientific Reports, Vol. 7, Issue 1, 2017, article 16791.

 

S.-K. Yeom, D.-O. Won, S.-I. Chi, K.-S. Seo, H.- J. Kim, K.-R. Müller, and S.-W. Lee, "Spatio-temporal Dynamics of Multimodal EEG-fNIRS Signals in the Loss and Recovery of Consciousness under Sedation using Midazolam and Propofol," PLOS ONE, Vol. 12, Issue 11, 2017, pp. 1-22.

 

D.-O. Won, H.-J. Hwang, S. Daehne, K.-R. Muller, and S.-W. Lee, "Effect of Higher Frequency on the Classification of Steady State Visual Evoked Potentials," Journal of Neural Engineering, Vol. 13, No. 1, 2015, pp. 1-11.

 

 

International Conference Proceedings

 

D.-O. Won, S.-H. Lee, K.-R. Muller, and S.-W. Lee , "Learning Machines Can Curl - Adaptive deep reinforcement learning enables the robot Curly to win against human players in an icy world," Proc. of NeurIPS, 2019.

 

D.-O. Won, T.-S. Eom, H.-J. Kim, B.-D. Kim, K.-R. Muller, S.-W. Lee, "Curly: An AI-based Curling Robot Successfully Competing in the Olympic Discipline of Curling," Proc. of International Joint Conference on Artificial Intelligence (IJCAI), Stockholm, Sweden, July 2018.

 

D.-O. Won and S.-W. Lee, "Improving Classification Performance of A Brain-Computer Interface System Based on Rapid Serial Visual Presentation By Shifting Stimuli," Proc. of 7th Graz Brain-Computer Interface Conference, Graz, Austria, 18-22, 2017.

 

M. Lee, D.-O. Won and S.-W. Lee, "Change in Functional Networks for Transitions between States of Consciousness during Midazolam-induced Sedation," Proc. of the 39th International Conference of Engineering in Medicine and Biology Society, Korea, July 11-15, 2017.

 

D.-O. Won and S.-W. Lee, "Shifting Stimuli for Brain Computer Interface based on Rapid Serial Visual Presentation," Proc. of the 5th International Winter Conference on Brain-Computer Interface, Korea, Jan. 9-11, 2017.

 

B.-R. Lee, D.-O. Won, and S.-W. Lee, "Classification of Wakefulness and Anesthetic Sedation using Combination Feature of EEG and ECG," Proc. of the 5th International Winter Conference on Brain-Computer Interface, Korea, Jan. 9-11, 2017.

 

Y.-J. Kee, D.-O. Won, and S.-W. Lee, "Classification of Left and Right Foot Movement Intention based on Steady-State Somatosensory Evoked Potentials," Proc. of the 5th International Winter Conference on Brain-Computer Interface, Korea, Jan. 9-11, 2017.

 

M.-H. Lee, D.-O. Won, S. Fazli, S.-W. Lee, "A High Speed-Accuracy Speller System based on Brain-Eye Integrated Signals," Proc. IEEE International Conference on Systems, Man and Cybernetics, Budapest, Hungary, Oct. 9-12, 2016.

 

N.-S. Kwak, D.-O. Won, K.-T. Kim, H.-J. Park, and S.-W. Lee, "Analysis of Steady State Visual Evoked Potential based on Viewing Distance Changes for Brain-Machine Interface Speller," Proc. IEEE International Conference on Systems, Man and Cybernetics, Budapest, Hungary, Oct. 9-12, 2016.

 

Y.-J. Kee, D.-O. Won, and S.-W. Lee, "Design of Duty-cycle Screening Paradigm for Steady-State Somatosensory Evoked Potential," Proc. 6th International Brain-Computer Interface Meeting, California, USA, May 2016, P-172.

 

D.-O. Won, D.-M. Kim, H.-J. Hwang, K.-R. Muller, and S.-W. Lee, "Toward Improved Covert Attention Application Using Shifting Stimuli," Proc. 6th International Brain-Computer Interface Meeting, California, USA, May 2016, P-40.

 

S.-K. Yeom, D.-O. Won, K.-S. Seo, H.-J. Kim and S.-W. Lee, "Combination of EEG and fNIRS for the (Un)Conscious Discrmination during Anesthesia," Proc. 6th International Brain-Computer Interface Meeting, California, USA, May 2016, P-168.

 

D.-O. Won, H. H. Zhang, C. Guan, and S.-W. Lee, "A BCI Speller based on SSVEP Using High Frequency Stimuli Design," Proc. IEEE International Conference on Systems, Man and Cybernetics, San Diego, CA, USA, Oct. 5-8, 2014, pp. 1087-1090.

 

D.-O. Won and S.-W. Lee, "Frequency-wise Optimal Duty-cycle Selection in Steady State Visual Evoked Potentials: A Pilot Study," Proc. 2nd IEEE International Winter Workshop on Brain-Computer Interface, Korea, Feb. 17-19, 2014, P-6.  

2019 - 우수 연구상, Microsoft Research Asia Academic Day 2019

 

2017 - 우수 논문상, 한국정보과학회

 

2016 - 동상, 휴먼테크논문대상 (삼성전자)

 

2014 - 우수 논문상, 한국정보과학회

 

Google Scholar

 

■ International Journals

UI-GAN: Generative Adversarial Network-based Anomaly Detection using User Initial Information for Wearable Devices, IEEE Sensors (IEEE, 2020)

 

Embedded Identification of Surface based on Multirate Sensor Fusion with Deep Neural Network, IEEE Embedded Systems Letters (IEEE, 2020)

 

Rendering Strategy to Counter Mutual Masking Effect in Multiple Tactile Feedback, Applied Sciences (MDPI, 2020)

 

Impact Sound-based Surface Identification using Smart Audio Sensors with Deep Neural Networks, IEEE Sensors (IEEE, 2020)

 

Knocking and Listening: Learning Mechanical Impulse Response for Understanding Surface Characteristics, Sensors (MDPI, 2020)

 

Braille Display for Portable Device Using Flip-Latch Structured Electromagnetic Actuator, IEEE Transactions on Haptics (IEEE, 2020)

 

Design of Virtual Reality Prototyping System and Hand-Held Haptic Controller, International Journal of Computer Theory and Engineering (International Association of Computer Science and Information Technology, 2019)

 
A Soft and Transparent Visuo-Haptic Interface Pursuing Wearable Devices, IEEE Transactions on Industrial Electronics (IEEE, 2019)

 
Mechanical Vibration Influences the Perception of Electrovibration, Scientific Reports (Nature Publishing Group, 2018)
 
High-Pressure Endurable Flexible Tactile Actuator based on Microstructured Dielectric Elastomer, Applied Physics Letters (AMER INST Physics, 2018)
 
Mechanical and Psychophysical Performance Evaluation of a Haptic Actuator based on Magnetorheological Fluids, Journal of Intelligent Material Systems and Structures (Sage Publications, 2016)
 
Novel Linear Impact-Resonant Actuator for Mobile Applications, Sensors and Actuators A: Physical (Elsevier Science SA, 2015)
 
Design, Simulation, and Testing of a Magnetorheological Fluid-based Haptic Actuator for Mobile Applications, Journal of Intelligent Material Systems and Structures (Sage Publications, 2015)

• Sim JA, Huang X, Horan MR, Baker JN, Huang IC. Using natural language processing to analyze unstructured patient-reported outcomes data derived from Electronic Health Records for cancer populations: a systematic review. Expert Rev Pharmacoecon Outcomes Res. 2024 Feb 21

 

• Sim J, Shin J, Lee HJ, Lee Y, Kim YA. Impact of coronavirus disease 2019 on cancer care: How the pandemic has changed cancer utilization and expenditures. PLoS One. 2024 Feb 8;19(2):e0296808

 

• Sim JA, Huang X, Horan MR, Stewart CM, Robison LL, Hudson MM, Baker JN, Huang IC. Natural language processing with machine learning methods to analyze unstructured patient-reported outcomes derived from electronic health records: A systematic review. Artif Intell Med. 2023 Dec;146:102701 (IF: 7.5)

 

• Huang IC, Sim JA, Srivastava D, Krull KR, Ness KK, Robison LL, Baker JN, Hudson MM, Schwartz CE. Response-shift effects in childhood cancer survivors: A prospective study. Psychooncology. 2023 Jul;32(7):1085-1095.

 

• Horan MR, Sim JA, Krull KR, Ness KK, Yasui Y, Robison LL, Hudson MM, Baker JN, Huang IC. Ten Considerations for Integrating Patient-Reported Outcomes into Clinical Care for Childhood Cancer Survivors. Cancers (Basel). 2023 Feb 6;15(4):1024.

 

• Horan MR, Sim JA, Krull KR, Baker JN, Huang IC. A Review of Patient-Reported Outcome Measures in Childhood Cancer. Children (Basel). 2022 Sep 30;9(10):1497.

 

• Yun JY, Sim JA (co-first), Lee S, Yun YH. Stronger association of perceived health with socio-economic inequality during COVID-19 pandemic than pre-pandemic era. BMC Public Health. 2022 Sep 16;22(1):1757. 

 

• Yun YH, Sim JA, Choi Y, Yoon H. Attitudes toward the Legalization of Euthanasia or Physician-Assisted Suicide in South Korea: A Cross-Sectional Survey. Int J Environ Res Public Health. 2022 Apr 24;19(9):5183. 

 

• Yoo SH, Sim JA (co-first), Shin J, Keam B, Park JB, Shin A. The Impact of COVID-19 on Cancer Care in a Tertiary Hospital in Korea: Possible Collateral Damage to Emergency Care. Epidemiol Health. 2022 May 1:e2022044.  

 

• Song N, Sim JA (co-first), Dong Q, Zheng Y, Hou L, Li Z, Hsu CW, Pan H, Mulder H, Easton J, Walker E, Neale G, Wilson CL, Ness KK, Krull KR, Srivastava DK, Yasui Y, Zhang J, Hudson MM, Robison LL, Huang IC, Wang Z. Blood DNA methylation signatures are associated with social determinants of health among survivors of childhood cancer. Epigenetics. 2022 Feb 2:1-15.

 

• Fastiggi MJ, Sim JA, Huang IC. Association of co-morbidities with financial hardship in survivors of adult cancer. Support Care Cancer. 2021 Dec;29(12):7355-7364

 

• Lu Z, Sim JA (co-first), Wang JX, Forrest CB, Krull KR, Srivastava D, Hudson MM, Robison LL, Baker JN, Huang IC. Natural language processing and machine learning methods to characterize unstructured patient-reported outcomes: Validation study. J Med Internet Res. 2021 Nov 3;23(11):e26777.

 

• Park SW, Kim-Knauss Y, Sim JA (corresponding). Leveraging text mining approach to identify what people want to know about mental disorders from online inquiry platforms, Front. Public Health, 2021 Oct 12;9:759802

 

• Suh WY, Lee J, Yun JY, Sim JA, Yun YH. A network analysis of suicidal ideation, depressive symptoms, and subjective well-being in a community population. J Psychiatr Res. 2021 Oct;142:263-271

 

• Yun YH, Oh SN, Sim JA, Lee S, Sohn EJ. Development and validation of the Health-Friendly Activity Index: an assessment tool to comprehensively measure health-friendly activities of corporations or organisations. BMJ Open. 2021 Jul 19;11(7):e048768

 

• Song N, Hsu CW, Pan H, Zheng Y, Hou L, Sim JA, Li Z, Mulder H, Easton J, Walker E, Neale G, Wilson CL, Ness KK, Krull KR, Srivastava DK, Yasui Y, Zhang J, Hudson MM, Robison LL, Huang IC, Wang Z. Persistent variations of blood DNA methylation associated with treatment exposures and risk for cardiometabolic outcomes in long-term survivors of childhood cancer in the St. Jude Lifetime Cohort. Genome Med. 2021 Apr 6;13(1):53

 

• Sim JA, Kim YA, Kim JH, Lee JM, Kim MS, Shim YM, Zo JI, Yun YH. The major effects of health-related quality of life on 5-year survival prediction among lung cancer survivors: applications of machine learning. Sci Rep. 2020 Jul 1;10(1):10693

 

• Pierzynski JA, Clegg JL, Sim JA, Forrest CB, Robison LL, Hudson MM, Baker JN, Huang IC. Patient-reported outcomes in paediatric cancer survivorship: a qualitative study to elicit the content from cancer survivors and caregivers. BMJ Open. 2020 May 17;10(5):e032414.

 

• Yun YH, Sim JA, Kim Y, Lee S, Kim KN. Consumers' consciousness of health-friendly products and services and its association with sociodemographic characteristics and health status: a cross-sectional survey of the South Korean population. BMJ Open. 2020  Jun 21;10(6):e03559

 

• Sim JA, Hyun G, Gibson TM, Yasui Y, Leisenring W, Hudson MM, Robison LL, Armstrong GT, Krull KR, Huang IC. Negligible effects of the survey modes for patient-reported outcomes: a report from the Childhood Cancer Survivor Study. JCO Clin Cancer Inform. 2020 Jan; 4:10-24

 

• Yun YH, Kang E, Cho YM, Park SM, Kim YJ, Lee HY, Kim KH, Lee K, Koo HY, Kim S, Rhee Y, Lee J, Min JH, Sim JA. Efficacy of an electronic health management program for patients with cardiovascular risk: randomized controlled trial. J Med Internet Res. 2020 Jan 22;22(1):e15057

 

• Kim-Knauss YJ, Jeong ES, Sim JA, Lee JH, Choo JY, Yun YH, Quantity over Quality? Perception of Designating Long-Term Care Hospitals as Providers of Hospice and Palliative Care. Korean J Hosp Palliat Care. 2019 December;22(4):145-155

 

• Yun JY, Chung H, Sim JA, Yun YH. Prevalence and associated factors of depression among Korean adolescents. PLoS One. 2019 Oct 16;14(10):e0223176Yun YH, Kang E, Park S, Koh SJ, Oh HS, Keam B, Do YR, Chang WJ, Jeong HS, Nam EM, Jung KH, Kim HR, Choo J, Lee J, Sim JA. Efficacy of a decision aid consisting of a video and booklet on advance care planning for advanced cancer patients: randomized controlled trial. J Pain Symptom Manage. 2019 Dec;58(6):940-948.e2

 

• Yun YH, Rhee YE, Kang E, Sim JA. The satisfaction with Life Scale and the Subjective Well-Being Inventory in the General Korean Population: Psychometric Properties and Normative Data. Int J Environ Res Public Health. 2019 Apr 30;16(9)

 

• Lee J, Sim JA (co-first), Kim JW, Yun YH. Establishment of normative self-rated health status data and association between ideal life expectancy and social wellness of general population in Korea. Asian Nurs Res. 2019 May;13(2):99-106

 

• Kim MS, Lee J, Sim JA, Kwon JH, Kang EJ, Kim YJ, Lee J, Song EK, Kang JH, Nam EM, Kim SY, Yun HJ, Jung KH, Park JD, Yun Y. Discordance between physician and the general public perceptions of prognostic disclosure to children with serious illness: a Korean nationwide study. J Korean Med Sci. 2019 Jan 16;34(3):e30

 

• Park HY, Kim YA, Sim JA, Lee J, Ryu H, Lee JL, Maeng CH, Kwon JH, Kim YJ, Nam EM, Shim HJ, Song EK, Jung KH, Kang EJ, Kang JH, Yun YH. Attitudes of the general public, cancer patients, family caregivers, and physicians toward advance care planning: A nationwide survey prior to the enforcement of the Life-Sustaining Treatment Decision-Making Act. J Pain Symptom Manage. 2019 Apr;57(4):774-782

 

• Woo HT, Sim JA (co-first), Mo J, Yun YH, Shin A. Regional differences in colorectal cancer mortality between 2000 and 2013 in Republic of Korea. J Epidemiol. 2019 Oct 5;29(10):399-405

 

• Yun YH, Kim Y, Sim JA, Choi SH, Lim C, KangJ-h Development and validity testing of the School Health Score Card. J Sch Health. 2018;88:569-575.

 

• Yun YH, Kim KN, Sim JA, Kang E, Lee J, Choo J, Yoo SH, Kim M, Kim YA, Kang BD, Shim HJ, Song EK, Kang JH, Kwon JH, Lee JL, Lee SN, Maeng CH, Kang EJ, Do YR, Choi YS, Jung KH. Priorities of a "good death" according to cancer patients, their family caregivers, physicians, and the general population: a nationwide survey. Support Care Cancer. 2018 Oct;26(10):3479-3488

 

• Yun YH, Kang EK, Lee J, Choo J, Ryu H, Yun HM, Kang JH, Kim TY, Sim JA, Kim Y. Development and validation of the quality care questionnaire -palliative care (QCQ-PC): patient-reported assessment of quality of palliative care. BMC Palliat Care. 2018 Mar 5;17(1):40

 

• Yun YH, Jung JY, Sim JA, Lee J, Noh DY, Han W, Park KJ, Jeong SY, Park JW, Wu HG, Chie EK, Kim HJ, Jung KH, Zo JI, Kim S, Lee JE, Nam SJ, Lee ES, Oh JH, Kim YW, Kim YT, Shim YM. Development and validation of the smart management strategy for health assessment tool-short form (SAT-SF) in cancer survivors. Qual Life Res. 2018 Feb;27(2):347-354

 

• Kim YI, Kim YA, Kim CG, Ryu KW, Kim YW, Sim JA, Yun YH, Choi IJ. Serial intermediate-term quality of life comparison after endoscopic submucosal dissection versus surgery in early gastric cancer patients. Surg Endosc. 2018 Apr;32(4):2114-2122

 

• Yun YH, Kim KN, Sim JA, Yoo SH, Kim MS, Kim YA, Kang BD, Shim HJ, Song EK, Kang JH, Kwon JH, Lee JL, Lee SN, Maeng CH,  Kang EJ, Do YR, Choi YS, Jung KH, Comparison of Attitudes of Cancer Patients, Family Caregivers, Physicians, and the General Population toward interventions at End-of-Life care: active pain control, withdrawal of futile life sustaining treatment, passive/active euthanasia, and physician-assisted suicide , BMJ Open, 2018 Sep 11;8(9):e020519

 

• Yun YH, Kim KN, Sim JA, Lee JH, Choo JY, An AR, Yoo SH, Keam BS, Kim TY, Chang YJ, Kim YJ, Shim HJ, Lee NR, Kang JH, Kwon JH, Lee JL, Lee SN, Kim SY, Kang EJ, Do YR, Yun HJ, Jung KH, Attitudes of the General Population, Cancer Patients, their Family Caregivers, and Physicians toward Dying and Death: A Nationwide Survey, Journal of Global Health Science (SCOPUS journal), 2019 Oct, 9(10): 201

 

• Yun YH, Kim YA, Sim JA, Lee MK, Nam BH, Kim SH, Lee ES, Noh DY, Lim JY, Kim S, Kim SY, Cho CH, Jung KH, Chun MS, Lee SN, Park KH, Park SH, A randomized controlled trial of physical activity, dietary habit, and distress management with the Leadership and Coaching for Health (LEACH) Program for disease-free cancer survivors. BMC Cancer, 2017 May 2;17(1):298

 

• Sim JA, Chang YJ, Shin A, Noh DY, Han W, Yang HK, Kim YW, Kim YT, Jeong SY, Yoon JH, Kim YJ, Heo D, Kim TY, Oh DY, Wu HG, Kim HJ, Chie EK, Kang KW, Kim JH, Yun YH. Perceived needs for the information communication technology (ICT)-based personalized health management program, and its association with information provision, health-related quality of life (HRQOL), and decisional conflict in cancer patients. Psycho-oncology. 2017 Nov;26(11):1810-1817

 

• Yun YH, Sim JA, Park EG, Park JD, Noh DY. Employee Health Behaviors, Self-Reported Health Status, and Association With Absenteeism: Comparison With the General Population. J Occup Environ Med. 2016 Sep;58(9):932-9

 

• Yun YH, Kim YA, Sim JA, Shin AS, Chang YJ, Lee J, Kim MS, Shim YM, Zo JL. Prognostic value of quality of life score in disease-free survivors of surgically-treated lung cancer. BMC Cancer. 2016 Jul 20;16:505

 

• Yun YH, Sim JA, Lim YJ, Lim CI, Kang SC, Kang JH, Park JD, Noh DY. Development and Validity Testing of the Worksite Health Index: An Assessment Tool to Help and Improve Korean Employees' Health-Related Outcome. J Occup Environ Med. 2016 Jun;58(6):623-30

 

• Kim MK, Sim JA (co-first), Yun YH, Bae DS, Nam JH, Park CT, Cho CH, Lee JM, Park SY. Health-Related Quality of Life and Sociodemographic Characteristics as Prognostic Indicators of Long-term Survival in Disease-Free Cervical Cancer Survivors. Int J Gynecol Cancer. 2016 May;26(4):743-9.

 

• Sim JA, Shin JS, Park SM, Chang YJ, Shin A, Noh DY, Han W, Yang HK, Lee HJ, Kim YW, Kim YT, Jeong SY, Yoon JH, Kim YJ, Heo DS, Kim TY, Oh DY, Wu HG, Kim HJ, Chie EK, Kang KW, Yun YH. Association between information provision and decisional conflict in cancer patients. Ann Oncol. 2015 Sep;26(9):1974-80.

 

• Yun YH, Jung JY, Sim JA, Choi H, Lee JM, Noh DY, Han W, Park KJ, Jeong SY, Park JW, Wu HG, Chie EK, Kim HJ, Lee JH, Zo ZI, Kim S, Lee JE, Nam SJ, Lee ES, Oh JH, Kim YW, Kim YT, Shim YM. Patient-reported assessment of self-management strategies of health in cancer patients: development and validation of the Smart Management Strategy for Health Assessment Tool (SAT). Psychooncology. 2015 Dec;24(12):1723-30.

 

• Yun YH, Sim JA, Jung JY, Noh DY, Lee ES, Kim YW, Oh JH, Ro JS, Park SY, Park SJ, Cho KH, Chang YJ, Bae YM, Kim SY, Jung KH, Zo ZI, Lim JY, Lee SN. The association of self-leadership, health behaviors, and posttraumatic growth with health-related quality of life in patients with cancer. Psychooncology. 2014 Dec;23(12):1423-30.

 

• Lee SH, Shin DE, Sim JA, Yun YH, Public Perception and Acceptance of National Strategy for Well-dying, Korean J Hosp Palliat Care, 2013, 16(2): 90-97

[연구비수주]

- 공동연구책임자, 보건복지부, 암정복과제 (HA23C0226, 2024.01.01-2025.12.31.)

- 연구책임자, 우수신진 연구, 한국연구재단 (2022R1C1C1009902, 2022.03-2027.02)

- 연구책임자, 이공학개인기초연구, 한국연구재단 (2018R1D1A1B07050704, 2018.06-2023.05)

- 연구책임자, Global PhD Fellowship, 한국연구재단(2016H1A2A1907839, (2016.03-2018.02)

- 공동연구책임자, 암연구소개인과제, 서울대학교, 암연구소(2018.03-2019.03)

- 연구책임자,HEMa (Health & Education with Machine learning), 대한의료정보학회 연구소모임 (2019.06-2019.12)

 

[수상실적]

- 대한의료정보학회장상 대학원생 (유지원) 지도 (2023. 02)

- New Investigator Award, ISOQOL, (2020.10)

- SCI 우수논문상, Seoul National University,Biomedical Science Project, Brain Korea 21 Plus (2017. 02)

- SCI 우수논문상, Seoul National University,Biomedical Science Project, Brain Korea 21 Plus (2016. 08)

- SCI 우수논문상, Seoul National University, Biomedical Science Project, Brain Korea 21 Plus, (2015. 08)

Google Scholar

 

■ International Journals

 

Lee, S. J., Kang, H, Kim, K. T. & Kang, S. H. Developing a Device 1 for Simultaneously Investigating Pivoting Neuromuscular Control and Muscle Properties Toward a Multi-Axis Rehabilitation. PloS one 19(7), e0304665.

 

Jung, Y., Yoon, S. J., Lee, Y., Do, T., Kim, K. T., Jung, K. W., & Choi, J. W. Grapefruit-Inspired Polymeric Capsule with Hierarchical Microstructure: Advanced Nanomaterial Carrier Platform for Energy Storage, Drug Delivery, Catalysis, and Environmental Applications. Small (Weinheim an der Bergstrasse, Germany), e2400828.

 

Lee, M., Park, H. Y., Park, W., Kim, K. T., Kim, Y. H., & Jeong, J. H. (2024). Multi-task Heterogeneous Ensemble Learning-based Cross-Subject EEG Classification under Stroke Patients. IEEE Transactions on Neural Systems and Rehabilitation Engineering.

 

Kim, K. T., Gemechu, D. T., Seo, E., Lee, T., Park, J. W., Youn, I., ... & Lee, S. J. (2023). Venous congestion affects neuromuscular changes in pigs in terms of muscle electrical activity and muscle stiffness. PloS one, 18(8), e0289266.

 

Kim, K. T., Kang, J. W., Park, J. W., & Lee,S. J. (2023). Classification of deep vein thrombosis stages using convolutional neural network of electromyogram with vibrotactile stimulation toward developing an early diagnostic tool: A preliminary study on a pig model. Plos one, 18(2), e0281219.

 

Kim, K. T., Choi, J., Jeong, J. H., Kim, H., & Lee, S. J. (2022). High-Frequency Vibrating Stimuli Using the Low-Cost Coin-Type Motors for SSSEP-Based BCI. BioMed Research International, 2022.

 

Kim, K. T., Park, S., Lim, T. H., & Lee, S. J. (2021). Upper-limb electromyogram classification of reaching-to-grasping tasks based on convolutional neural networks for control of a prosthetic hand. Frontiers in Neuroscience, 15, 733359.

 

Kang, J. W., Park, J. W., Lim, T. H., Kim, K. T., & Lee, S. J. (2021). Developing an in-vivo physiological porcine model of inducing acute atraumatic compartment syndrome towards a non-invasive diagnosis using shear wave elastography. Scientific reports, 11(1), 21891.

 

Jeong, J. H., Choi, J. H., Kim, K. T., Lee, S. J., Kim, D. J., & Kim, H. M. (2021). Multi-domain convolutional neural networks for lower-limb motor imagery using dry vs. wet electrodes. Sensors, 21(19), 6672.

 

Kim, S., Kim, K. T., Kim, O., Seo, E., & Lee, S. (2021). A research tool for biomechanics toward sensory-motor manipulation, Unity 3D. Journal of Biomechanical Science and Engineering, 16(2), 21-00068.

 

Kim, K. T., Lee, J., Kim, H., Kim, C. H., & Lee, S. J. (2020). Classification of selective attention within steady-state somatosensory evoked potentials from dry electrodes using mutual information-based spatio-spectral feature selection. IEEE Access, 8, 85464-85472.

 

Choi, J., Kim, K. T., Jeong, J. H., Kim, L., Lee, S. J., & Kim, H. (2020). Developing a motor imagery-based real-time asynchronous hybrid BCI controller for a lower-limb exoskeleton. Sensors, 20(24), 7309.

 

Kim, K. T., Guan, C., & Lee, S. W. (2019). A subject-transfer framework based on single-trial EMG analysis using convolutional neural networks. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 28(1), 94-103.

 

Kim, K. T., Suk, H. I., & Lee, S. W. (2016). Commanding a brain-controlled wheelchair using steady-state somatosensory evoked potentials. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 26(3), 654-665.

 

 

■ International Conference Proceedings

 

Kim, K. T. et al., “Deep Learning-Based Approach using EEG in Neurocognitive Disorder Assessment,” The 39th International Technical Conference on Circuits/Systems, Computers, and Communications, 2024.

 

Kim, K. T. et al., “Convolutional Neural Network Approach for Steady-State Somatosensory Evoked Potential-based Robotic Exoskeleton Control,” The 20th International Conference on Ubiquitous Robots, 2023.

 

Kim, K. T. et al., “Differentiating changes in movement-related EEG response induced by transcranial direct current stimulation using convolutional neural network, 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2023.

 

Kim, K. T. et al., “Subject-Transfer with Subject-Specific Fine-Tuning Based on Multi-Model CNN for Motor Imagery Brain-Computer Interface,” 11th International Winter Conference on Brain- Computer Interface, 2023.

 

Kim, K. T. et al., “Subject-Transfer Decoding using the Convolutional Neural Network for Motor Imagery-based Brain-Computer Interface,” 44th IEEE International Conference of Engineering in Medicine and Biology Society, 2022.

 

Kim, K. T. et al., “Developing a Force Generation Assessment Tool: Implication for Improving Leg Function among Individuals with Stroke,” 9th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics, 2022.

 

Kim, K. T. et al., “CNN-based Subject-Transfer Approach for Training Minimized Lower-Limb MI-BCIs,” 10th International Winter Conference on Brain-Computer Interface, 2022.

 

Kim, K. T. et al., “Subject-Transfer Approach based on Convolutional Neural Network for the SSSEP-BCIs,” 9th International Winter Conference on Brain- Computer Interface, 2021.

 

Kim, K. T. et al., “Muscle synergies in the direction guided force control tasks,” The 11th Asian-Pacific Conference on Biomechanics, 2021.

 

Kim, K. T. et al., “Classification of Selective Attention based on Steady-State Somatosensory Evoked Potentials using High-Frequency Vibration Stimuli ,” 8th International Winter Conference on Brain- Computer Interface, 2020.

 

Kim, K. T. et al., “Design of a Brain-Controlled Robot Arm System based on Upper-Limb Movement Imagery,” 6th IEEE International Winter Conference on Brain-Computer Interface, 2018.

 

Kim, K. T. et al., “An Adaptive Convolutional Neural Network Framework for Multi-User Myoelectric Interfaces,” The 4th Asian Conferences on Pattern Recognition, 2017.

 

Kim, K. T. et al., “Towards an EEG-based Intelligent Wheelchair Driving System with Vibro-tactile Stimuli,” IEEE International Conference on Systems, Man, and Cybernetics, 2016.

 

Kim, K. T. et al., “Analysis of Steady State Visual Evoked Potential based on Viewing Distance Changes for Brain-Machine Interface Speller,” IEEE International Conference on Systems, Man and Cybernetics, 2016.

 

Kim, K. T. et al., “OpenBMI: A Real-Time Data Analysis Toolbox for Brain-Machine Interfaces,” IEEE International Conference on Systems, Man and Cybernetics, 2016.

 

Kim, K. T. et al., “Movement Related Cortical Potential based on Multi-Class Motor Imagery,” 6th International Brain-Computer Interface Meeting, 2016.

 

Kim, K. T. et al., “Steady-State Visual Evoked Potential based Brain-Computer Interface with Viewing Distance Changes,” 4th IEEE International Winter Conference on Brain-Computer Interface, 2016.

 

Kim, K. T. et al., “Wheelchair Control based on Steady-State Somatosensory Evoked Potentials,” IEEE International Conference on Systems, Man, and Cybernetics, 2015.

 

Kim, K. T. et al., “Towards a Smart TV Control System based on Steady-State Visual Evoked Potential,” 3rd IEEE International Winter Conference on Brain-Computer Interface, 2015.

 

Kim, K. T. et al., “Classification of Left and Right Leg Movement Intentions using EEG Signals from Subjects using a Lower Body Exoskeleton ,” International Workshop on Wearable Robotics, 2014.

 

Kim, K. T. et al., “Steady-State Somatosensory Evoked Potentials for Brain-Controlled Wheelchair,” 2nd IEEE International Winter Workshop on Brain-Computer Interface, 2014.

 

Kim, K. T. et al., “Design of a Robotic Wheelchair with a Motor Imagery based Brain-Computer Interface,” IEEE International Winter Workshop on Brain-Computer Interface, 2013.

 

 

■ Domestic Conference Proceedings

 

장정우, 박도근, 주영기, 김근태, 원동옥, “뇌 신호를 이용한 전두측두엽 치매 평가 방법 제시,” 한국인지과학회 학술대회, 2024.

 

김근태, 강종우, 이송주, “진동 기반의 근전도를 통한 심부정맥혈전증 단계 분류: 동물 모델을 통한 사전 연구,” 대한정밀공학회 춘계학술대회, 2023.

 

김근태, 이송주, “뇌-기계 인터페이스를 위한 합성곱 신경망 기반의 정상 상태 체성감각 유발 전위 분류,” 대한생체역학회 학술대회, 2022.

 

김근태, 이송주, “Reaching-to-Grasping 동작 분류를 위한 합성곱신경망 기반의 상지 근전도 인터페이스,” 대한생체역학회 학술대회, 2021.

 

두구마 테숌 게메추, 서은영, 올가김, 김근태, 이송주, “Effect of direction-guided tasks on lower limb force output and EMG,” 대한생체역학회 학술대회, 2021.

 

김근태, 박기희, 이성환, “사용자 적응적 Convolutional Neural Network를 이용한 근전도 기반의 손동작 추정,” 뇌와 인공지능 하계 Workshop, 2017.

 

김근태, 이성환, “안정 상태 체성감각 유발 전위 기반의 사용자 의도 인식을 통한 전동 휠체어 제어 시스템,” 뇌인지공학 심포지엄, 2015.

 

김근태, 이성환, “하지 외골격 로봇을 이용한 뇌전도 기반의 다리 움직임 의도 분류,” 한국컴퓨터종합학술대회, 2015.

 

김근태, 이성환, 전동 휠체어 제어를 위한 안정 상태 체성감각 유발 전위 기반의 뇌-컴퓨터 인터페이스,“ 한국컴퓨터종합학술대회, 2014.

 

 

■ International Patents

 

Kim et al., BIOSIGNAL-BASED AVATAR CONTROL SYSTEM AND METHOD, US 11,609,632

 

Kim et al., BRAIN COMPUTER INTERFACE (BCI) APPARATUS AND METHOD OF GENERATING CONTROL SIGNAL BY BCI APPARATUS, US 10,980,466

 

 

■ Domestic Patents

 

이송주, 윤인찬, 박상수, 김근태, 이종환, 김동율, 박민지, 조성만, “자기 공명 영상 장치용 하지 운동 보조 장치 및 이를 포함하는 자기 공명 영상 시스템,” 10-2444127.

 

이송주, 김근태, 강종우, “심부정맥혈전증 진단 장치,” 10-2416165.

 

이송주, 김형민, 김래현, 김근태, 최준혁, “동작 상상에 따른 뇌파를 이용하는 로봇 제어 시스템 및 제어 방법,” 10-2386359.

 

이송주, 윤인찬, 김근태, 박상수, 임태현, “하지 운동 능력 평가 방법 및 시스템,” 10-2377952.

 

이송주, 김형민, 김래현, 김근태, “생체신호 기반 아바타 제어시스템 및 방법,” 10-2313622.

 

이성환, 정지훈, 김근태, “로봇팔 장치를 제어하기 위한 뇌-컴퓨터 인터페이싱 방법 및 그 뇌-컴퓨터 인터페이스 장치,” 10-1962276.

 

김근태, 박희진, 이성환, “거리 변화를 고려한 안정 상태 시각 유발 전위 기반 뇌파 분석 장치 및 방법,” 10-1720766.

 

김근태, 김일화, 이성환, “기기 인터페이스 제어 방법,” 10-1549325

 

 

■ 연구비 수주

 

연구책임자, 한국연구재단, 사용자-전이 프레임워크를 통하여 학습 세션 최소화가 가능한 정상-상태 체성감각 유발 전위 기반 뇌-컴퓨터 인터페이스 연구, 2021.03 ~ 2026.02.

 

연구책임자(위탁), 한국연구재단, 비침습 BCI-FES 기반 디지털 척수 신경로 (Digital Spinal Tract) 원천 기술 개발을 통한 하지 완전 마비 척수 장애인의 운동 기능 증강: 하지 완전 마비에서 불완전 마비로의 자발적 기립 및 첫걸음 실증, 2024.04 ~ 2028.12.

■ 수상실적

 

International BCI Competition 2nd Prize, IEEE Advancing Technology for Humanity (2020)

 

KES Innovation Awards, 한국전자정보통신산업진흥회 (2019)

 

Graduate Student Achievement Award, 고려대학교 (2016)

 

 

■ 연구실 홈페이지

 

인터렉티브 AI 연구실 (Interactive AI Lab.)

 

IAI LAB. 홈페이지l

Google Scholar

 

Journals (Selected)

C. Shin, E. Farag, H, Ryu, M. Zhou, and Y. Kim, “Vehicle-to-Everything (V2X) Evolution From 4G to 5G in 3GPP: Focusing on Resource Allocation Aspects," IEEE Access, vol. 11, Feb. 2023.

C. Shin and S. Park, “Correlated Downlink-to-Uplink Interference Suppression for Full-Duplex C-RAN Systems," IEEE Trans. Vehicular Technology, vol. 68, no. 3, Mar. 2019.

C. Shin, H. Park, and H. M. Kwon, “PHY-Supported Frame Aggregation for Wireless Local Area Networks," IEEE Trans. Mobile Comput., vol. 13, no. 10, Oct. 2014.

C. Shin, H. Kim, K. J. Kim, and H. Park, “High-Throughput Low-Complexity Link Adaptation for MIMO BIC-OFDM Systems," IEEE Trans. Commun., vol. 59, no. 4, Apr. 2011.

Patents (Selected)

Method and apparatus for transmitting interference information for network assisted interference cancellation and suppression in wireless communication system, C. Shin, H Lee, Y.J. Kwak, Y.S. Kim, Y.B. Kim, J. Lee, and H. Ji, US9860103

 

Method and apparatus for configuring demodulation reference signal position in wireless cellular communication system, C. Shin. T. Kim, J. Oh, Y.W. Kwak, S. Choi, EP3952198

DMRS port grouping method and apparatus for use in wireless cellular 
communication system, C. Shin, Y.W. Kwak, H. Noh, T. Bae, J. Yeo, Y. Oh, EP3639462

Resource selection method and apparatus for sidelink transmission, C. Shin, J. Yeo, T. Kim, J. Oh, H. Ryu, J. Bang, US11737055

연구실명: 인공지능 네트워크 연구실 (LAIN: Laboratory for AI & Network)

 

LAIN 홈페이지