Wookyung Kim (Preferred)
Wookyung Kim
PhD student, Medical Informatics, Seoul National University
MS student, Medical Informatics, Seoul National University
Joined
February 2026
Names
Emails
****@gmail.com (Confirmed)
****@snu.ac.kr (Confirmed)
Personal Links
Career & Education History
PhD student
Medical Informatics, Seoul National University (snu.ac.kr)
2026 – Present
MS student
Medical Informatics, Seoul National University (snu.ac.kr)
2024 – 2026
Researcher
Clinical AI Research , DEEPNOID (deepnoid.com)
2023 – 2024
Registered Nurse
Anesthesiology, Samsung Medical Center (samsung.co.kr)
2020 – 2022
Undergrad student
Nursing, Kangwon National University (kangwon.ac.kr)
2016 – 2020
Advisors, Relations & Conflicts
Expertise
Human-centered Clinical Decision Support for Nursing Workflows (scheduling fairness
, fatigue/workload metrics
, UX evaluation)
2025 – 2026
Neurosurgical Imaging AI (intracranial aneurysm
, Moyamoya disease; risk modeling and imaging-based staging)
2025 – 2026
Vision-Language Models for Radiology
2024 – 2026
Longitudinal / Temporal Evaluation for CXR Reports / utomatic Evaluation Metrics for Radiology Reports (CheXpert
, RadGraph
, factuality/temporal change)
2024 – 2026
Clinical Concept Mapping / Terminology Standardization (SNOMED CT
, nursing notes
, ontology alignment
, RAG)
2024 – 2026
ICU/EMR Data Modeling Clinical Terminology Standardization for Nursing Records (SNOMED CT mapping
, concept normalization
, interoperability)
2024 – 2026
Non-contact Physiological Measurement (remote PPG in NICU; neonatal HR estimation)
2024 – 2026
Medical AI Validation & Regulatory Science (SaMD/IVD
, software validation
, cybersecurity documentation
, MFDS)
2023 – 2026
Medical AI / Medical Imaging / Clinical NLP
2022 – 2026
Publications
No publications