CV
Curriculum Vitae of Songsoo Kim, MD, PhD.
Higher degree
-
2026 Seoul, Republic of Korea
PhD
Yonsei University College of Medicine
Biomedical Systems Informatics (Supervisor: Dukyong Yoon)
-
2018 Daegu, Republic of Korea
M.D.
Kyungpook National University, College of Medicine
Medicine
-
2014 Seoul, Republic of Korea
B.S.
Yonsei University, College of Life Science and Biotechnology
Biochemistry
Postgraduate training
-
2026 - Seoul, Republic of Korea
Postdoctoral Research Fellow
Department of Radiology, Seoul National University Hospital
The Advanced Imaging and Computational Neuroimaging (AICON) Laboratory (PI: Kyu Sung Choi)
-
2023 - 2026 Seoul, Republic of Korea
Research Fellow (Physician-Scientist Track)
Severance Hospital, Yonsei University College of Medicine
-
2022 - 2022 Worcester, MA, USA
Visiting Research Assistant
Department of Radiology, UMass Chan Medical School / UMass Memorial Medical Center
- Conducted research on Medical Ultrasound Artificial Intelligence with Prof. Young Kim, MD, PhD.
-
2019 - 2023 Seoul, Republic of Korea
Residency, Diagnostic Radiology
Gangnam Severance Hospital, Yonsei University College of Medicine
- Chief resident (2022.07 – 2022.10)
-
2018 - 2019 Seoul, Republic of Korea
Internship
Yonsei University Health System
Awards
- Trainee Research Prize (Imaging Informatics category) — Radiological Society of North America (RSNA) (2025)
- Merit Academic Paper Award (Spring 2025) — Yonsei University Graduate School (2025)
- Outstanding Research Achievement Scholarship (Fall 2024) — Yonsei University College of Medicine (2024)
- Outstanding Resident in Research — Gangnam Severance Hospital, Yonsei University College of Medicine (2022)
Grants
- European Congress of Radiology 2026 Travel Grant — Korean Society of Radiology (KRW 4M / USD 3K), 2026
- European Congress of Radiology 2025 Travel Grant — Korean Society of Radiology (KRW 4M / USD 3K), 2025
- Physician-Scientist Training Program — Yonsei University College of Medicine (KRW 75M / USD 58K), 2023 – 2026
- Full-time PhD Program, MD-PhD/Medical Scientist Training Program — Korea Health Industry Development Institute, Ministry of Health & Welfare (KRW 225M / USD 173K), 2023 – 2026
- Residency Program, MD-PhD/Medical Scientist Training Program — Korea Health Industry Development Institute, Ministry of Health & Welfare (KRW 20M / USD 15K), 2022 – 2023
Licenses and Certifications
- Board of Radiology (No. 4615), Ministry of Health & Welfare, Republic of Korea (2023)
- Medical Doctor License (No. 130233), Ministry of Health & Welfare, Republic of Korea (2018)
Publications
- See the full list on the publications page.
Conference Activities
- Educational Poster (presenter), AI-Driven Opportunistic Screening for Hidden Clinical Risks: A Practical Research Primer, ECR 2026, Vienna — Top-rated Poster, EPOS™ PULSE Live presentation.
- Digital presentation (presenter), Opportunistic Screening of Diabetes Using AI-Extracted Whole-body MRI Biomarkers, RSNA 2025, Chicago — Trainee Research Prize.
- Oral presentation (presenter), AI-Driven MRI Biomarker Extraction and Machine Learning Analysis of Their Association with Diabetes: A UK Biobank Study, ECR 2025, Vienna.
- Educational Poster, Do not overlook Hirayama disease: Even without a characteristic flexion MRI finding, ECR 2025, Vienna.
- Oral Presentation (presenter), Leveraging GPT-4 for Error Detection on Brain CT Report: A Comparative Study of Different Report Formats and Error Types, RSNA 2023, Chicago.
- Oral Presentation (presenter), Few-Shot Prompting for Labeling Free-Text Radiology Report Using GPT-4, RSNA 2023, Chicago.
- Oral Presentation (presenter), Risk factors for spontaneous hemorrhage in brain metastases in patients with lung adenocarcinoma, AOCR & KCR 2022, Seoul.
- Oral Presentation (presenter), Impaired meningeal lymphatic drainage in patients with mild cognitive impairment, AOCR & KCR 2022, Seoul.
- Organizing Committee Member, Young Radiologists Forum, KSSR Spring Symposium 2022, Busan.
Invited Lectures and Seminars
- Leveraging Large Language Models for Error Detection in Radiology Reports — 2025 Spring Conference of the Korean Society of Medical and Biological Engineering (KOSOMBE), Clinician-Engineer Session, Jeju (2025.05.08).
- Medical Data-Specific Quality Management Metrics — 2024 Symposium of the Institute for Innovation in Digital Healthcare (IIDH), LYDUS Session, Severance Hospital, Seoul (2024.11.20).
- Applying Large Language Models in Medicine with Python — A Practical Guide — Lab of Artificial Intelligence in Medicine, Graduate School of Medicine, Ajou University, Suwon (2024.05.13).
- Bulk Processing and Utilization of Large Language Models via APIs — Hands-On Training — 2024 Winter School of the Korean Society of Medical Informatics (KOSMI), Seoul (2024.01.17).
Academic Service
- Peer Reviewer — MICCAI 2026, PLOS Digital Health.
Projects
-
Development of a Multidimensional Quality Evaluation System for Health and Medical Big Data
Government-funded national R&D project on medical data quality management, led by Yonsei University College of Medicine (PI: Prof. Dukyong Yoon) with Seoul National University Hospital, Samsung Medical Center, and Severance Hospital.
- Contributed as research associate, focusing on developing metrics, programs, and guidelines for medical data quality management.
- Presented project outcomes at consortium meetings.
Professional development
- Emergency Certificate, Radiological Society of North America (RSNA) Imaging AI Certificate Program (2024)
- Clinical Research Methodology Course (CRMC) – Advanced Program, The Korean Society of Radiology (2023) — Completed a 2-day mentoring workshop on advanced research methodologies, including statistical techniques, and delivered a presentation on a selected topic.
- Advanced Certificate, Radiological Society of North America (RSNA) Imaging AI Certificate Program (2023)
Patents
- Yoon, D., Kim, S., Ryu, J., Choi, Y., Han, C. Apparatus and method for evaluating the quality of medical data based on fidelity. Korean Patent Application No. 10-2024-0094441, filed July 17, 2024. Patent pending.
- Yoon, D., Han, C., Bae, S., Kim, S., Kim, D. Method for providing information on the risk of developing cardiovascular diseases and device using the same. Korean Patent Application No. 10-2024-0091928, filed July 11, 2024. Patent pending.
- Yoon, D., Han, C., Ryu, J., Choi, Y., Kim, S. Apparatus and method for evaluating the quality of medical data based on reliability. Korean Patent Application No. 10-2024-0089258, filed July 5, 2024. Patent pending.
- Yoon, D., Choi, Y., Ryu, J., Kim, S., Han, C. Apparatus and method for evaluating the quality of medical data based on data consistency. Korean Patent Application No. 10-2024-0050332, filed April 15, 2024. Patent pending.
- Yoon, D., Ryu, J., Han, C., Kim, S., Choi, Y. Apparatus and method for evaluating the quality of medical data based on precedence and precedence relationships. Korean Patent Application No. 10-2024-0046975, filed April 5, 2024. Patent pending.