members

Gayeon Ryu, B.Sc.

Master Course
rgy90257823@gmail.com
Research Areas : Data Analysis, Statistics, Signal Analysis

Papers & Conferences

  1. Gayeon Ryu, Jae Moon Choi, Jaehyung Lee, Hyeon Seok Seok, Hangsik Shin, Byung-Moon Choi, "Analysis of Photoplethysmography-Based Surgical Pain Severity Assessment Markers", JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY (2024)
  2. Jaehyung Lee, Oh-Seok Kwon, Gayeon Ryu, Hangsik Shin, Hui-Nam Pak, "Atrial Fibrillation Identification Using CNNs Based on Genomic Data", JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY (2024)
  3. Yeongdon Kim, Hamin Lim, Gayeon Ryu, Yujin Han, Hangsik Shin, "Development of a Real-Time Upper Limb Range of Motion Measurement Method Using a Single Depth Measurement Camera", The 55th KIEE Summer Conference, Jeju, Korea (Jul. 2024)
  4. Y.Kim, G.Y Ryu, H.H Jeong, J. H. Oh, M. Kim, S. A. Park, H. L. Yang, "Development of interoprative blood transfusion prediction model", CARS 2024 Computer Assisted Radiology and Surgery, Barcelona, Spain (Jun. 2024)
  5. Gayeon Ryu, Hyeon Seok Seok, Byung-Moon Choi, Jae Moon Choi, Hangsik Shin, "Photopletysmogram Features for Severity Assessment of Postoperative Pain", KOSOMBE spring conference, Wonju, Korea (May. 2024)
  6. Gayeon Ryu, Hyeon Seok Seok, Byung-Moon Choi, Jae Moon Choi, Hangsik Shin, "Ectopic Beat Correction Strategies for Accurate Heart Rate Variability Analysis", IEEE EMBS, St. Julians, Malta (Dec. 2023)
  7. Gayeon Ryu, Hyeon Seok Seok, Byung-Moon Choi, Jae Moon Choi, Hangsik Shin, "Photoplethysmogram based on Surgical Pain Severity Assessment Feature Analysis", KOSOMBE autumn conference, Seoul, Korea (Nov. 2023)
  8. Gayeon Ryu, Hyeon Seok Seok, Byung-Moon Choi, Jae Moon Choi, Hangsik Shin, "Analysis of Surgical Pain Severity Assessment Feature based on Photoplethysmogram", The 54th KIEE Summer Conference, Pyeongchang, Korea (Jul. 2023)
  9. Hyeon Seok Seok, Ga Yeon Ryu, Hangsik Shin, Byeong-mun Choi, Jae-moon Choi, "Arrival Times of Maximum Pain and Pain Suppression After Acute Pain Stimulation in Surgical Procedure", 43st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'21), EMBC, Sydney, Australia (Jul. 2023)
  10. Ga Yeon Ryu, Hyeon Seok Seok, Hangsik Shin, Byung-Moon Choi , Jae Moon Choi, "Analysis of a surgical pain severity assessment feature based on photoplethysmogram", The 54th KIEE Summer Conference, Pyeongchang, Korea (Jun. 2023)
  11. Ga Yeon Ryu, Hyeon Seok Seok, Hangsik Shin, Byung-Moon Choi, Jae Moon Choi, "Development of photoplethysmogram based feature for intra- and post-operative pain", KOSOMBE spring conference, Daegu, Korea (May. 2023)
  12. Hyeon Seok Seok, Ga Yeon Ryu, Hangsik Shin, Jae Moon Choi, Byung-Moon Choi, "Development of an artificial intelligence model for both intra- and post-operative pain assessment", The Korean Society for Anesthetic Pharmacology (KSAP), Seoul, Korea (Apr. 2023)
  13. Ga Yeon Ryu, Hyeon Seok Seok, Changwon Wang, Byung-Moon Choi, Jae Moon Choi, Hangsik Shin, "Photoplethysmogram Feature Analysis for Surgical Pain Assessment", KOSOMBE autumn conference, Incheon, Korea (Nov. 2022)
  14. Ga Yeon Ryu, Hyeon Seok Seok, Changwon Wang, Byung-Moon Choi, Jae Moon Choi, Hangsik Shin, "Comparison of Photoplethysmogram Feature for Intraoperative Pain and Postoperative Pain", Conference on Information and Control Systems 2022 (CICS), Pyeongchang, Korea (Oct. 2022)

awards

  1. Best Abstract Awards, Spring Conference, Korean Society for Anesthetic Pharmacology, Korea (Apr. 2023)
  2. Paper of the Year Award, AMIST 종합학술대회, Korea (Nov. 2022)

patents

  1. 신항식ㆍ최병문 ㆍ 최재문ㆍ류가연, "통증평가모델 생성 장치, 통증평가모델 생성 방법 및 이를 수행하는 프로 그램이 저장된 기록 매체", KR-Application No. 10-2024-0053680

Participated Projects

  1. Development and Commercialization of Next Generation Convergence Care Technology for Optimization of High Risk Patient Treatment, Ministry of Health and Welfare (MOHW), Korea (Jul. 2020 ~ Present)
  2. Research of Photoplethysmography for Mobile Healthcare and Clinical Use, Ministry of Education (MOE), Korea (Jun. 2018 ~ May. 2023)
  3. Development of a Wearable Device That Shows Pain Relief Using Complex Energy (Cold Razor + Ultrasound) and Pain Relief Using Photoplethysmography, Ministry of SMEs and Startups (MSS), Korea (Dec. 2020 ~ Dec. 2022)