Jinsung Kim
Master's Degree Researcher
Seoul
Overview
3
3
years of professional experience
13
13
years of post-secondary education
Work History
Postgraduate Researcher
Sangmyung University
09.2024 - Current
AI Technology Advisory
HaII Corporation
08.2023 - Current
- Developing AI-driven diagnostic and therapeutic systems for cognitive impairment.
- Diagnosis of Mental Disorders Using RPPG, PPG, and ECG Signals.
Graduate Researcher
Interactive Decision Making & Learning Labatory
03.2023 - 08.2024
Student Researcher
Samsung Future Technology Development Project
09.2021 - 08.2023
- Presented research findings in a poster session at the Samsung Global Technology Symposium on April 21, 2023.
- Received the Connect Award for an outstanding poster presentation.
Data Analysis Instructor
Data Youth Campus (Korea Data Agency)
04.2022 - 10.2022
Education
Master of Science - AI And Informatics
Sangmyung University
Seoul, South Korea 03.2023 - 08.2024
Bachelor of Science - Human-Centered AI
Sangmyung University
Seoul, South Korea 03.2017 - 02.2023
Bachelor of Science - Artifical Intelligence
Sangmyung University
Soeul, South Korea 03.2017 - 02.2023
Skills
Programming: Python, Java, C, C, C#, R
Libraries: Pandas, NumPy, SciPy, scikit-learn, TensorFlow, PyTorch, BeautifulSoup, Selenium, PyQt5, OpenCV
Programming IDE: Eclipse, Android Studio, MS Visual Studio Source Code Control: Git
Operating Systems: Windows, Linux, MacOS, Android
RESEARCH INTERESTS
HCI, Digital Therapeutics, Medical AI, Multi-Modal, Task Optimization, Voice(Linguistic&Acoustic), Reinforcement Learning
WORKING PAPERS
- J. S. Kim, H. J. Ko, W. Kim, B. H. Yun, S. Y. Park, B. R. Kim, J. H. Lee∗ , G. H. Kim, J. W. Kim,“Optimising the Neuropsychological Test for Screening People with Mild Cognitive Impairment Using Hierarchical Reinforcement Learning Agent”. (Accepted)
- Yun, B. H., Ko, H. J., Kim, B. H., Noh, M. H., Park, S. Y., Kim, J. S., Kim, W., Park, S., Lee, J. H.∗ , Kim. G. H.∗ , Kim, J. W.,“Can Software Robot Enhance Cognitive Functions of Senior People?: An Longitudinal Exploratory Field Study with Korean Older Adults”. (In revision)
- J. S. Kim, W. Kim, S. Y. Park, H. J. Ko, B. H. Yun, Y. Kim, D. H. Kim, U. J. Kwon, S. K. Lim, B. R. Kim, J. H. Lee∗, " From Prodromal to Preclinical: Detecting Amyloid-Beta Through Mobile Gaze Analysis". (Under Review)
- J. S. Kim†, W. Kim†, S. Y. Park, H. J. Ko, B. H. Yun, Y. Kim, D. H. Kim, U. J. Kwon, S. K. Lim, B. R. Kim, J. H. Lee∗ , G. H. Kim∗ , J. W. Kim, “Substitute or Supplement? : The Role of Multi-Modal Digital Biomarkers on the Mobile Assessment Tools for Early Screening of Cognitive Impairment”. (Submitted)
- J. S. Kim†, H. J. Ko†, W. Kim, S. Y. Park, H. J. Ko, B. H. Yun, Y. Kim, D. H. Kim, U. J. Kwon, S. K. Lim, B. R. Kim, J. H. Lee∗ , G. H. Kim∗ , J. W. Kim, “Rapid yet reliable: Optimising mobile cognitive assessments tool for older adults”. (Submitted)
- J. S. Kim, H. J. Ko, W. Kim, B. H. Yun, S. Y. Park, B. R. Kim, J. H. Lee∗ , G. H. Kim, J. W. Kim,“Gaze Instability in Mild Cognitive Impairment”. (Submitted)
JOURNAL PUBLICATIONS
- W. Kim† , J. S. Kim† , H. J. Ko, B. H. Yun, Y. Kim, D. H. Kim, U. J. Kwon, S. K. Lim, B. R. Kim, J. H. Lee∗ , G. H. Kim∗ , J. W. Kim, “Investigating the Validity of Digital Biomarkers in the Preclinical Screening of Cognitive Normal, Amyloid-β− MCI and Amyloid-β+ MCI”. Alzheimer‘s and Dementia, 2025 (SCIE)
- W. Kim†, J. S. Kim†, H. J. Ko, B. H. Yun, Y. Y. Kim, D. H. Kim, U. J. Kwon, S. K. Lim, B. R. Kim, J. H. Lee∗ , G. H. Kim and J. W. Kim, “A Preliminary Feasibility Study on Screening Cognitive Impairment based on Multi-Modal Biomarkers and Stacking Ensemble AI Approach”. Alzheimer‘s and Dementia, 2024 (SCIE)
- B. Yun, W. Kim, H. Ko, S. Park, J. Kim, G. H. Kim, B. Kim, J. H. Lee∗ , J. W. Kim “Development and Effectiveness of an AI Chatbot-Based Mobile Cognitive Screening and Customized Training Application for Preventing Dementia: Older Adults Living in Rural Areas of South Korea”. Archives of Design Research, 2024 (Cover feature; SCOPUS)
Timeline
Postgraduate Researcher
Sangmyung University
09.2024 - Current
AI Technology Advisory
HaII Corporation
08.2023 - Current
Graduate Researcher
Interactive Decision Making & Learning Labatory
03.2023 - 08.2024
Master of Science - AI And Informatics
Sangmyung University
03.2023 - 08.2024
Data Analysis Instructor
Data Youth Campus (Korea Data Agency)
04.2022 - 10.2022
Student Researcher
Samsung Future Technology Development Project
09.2021 - 08.2023
Bachelor of Science - Human-Centered AI
Sangmyung University
03.2017 - 02.2023
Bachelor of Science - Artifical Intelligence
Sangmyung University
03.2017 - 02.2023
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