학력
을지대학교(舊 서울보건대학) 방사선과
한림국제대학원대학교 국제방사선학과 이학석사
순천향대학교 대학원 의료과학과 이학박사
주요경력
前 서울대학교병원 방사선종양학과
前 분당서울대학교병원 방사선종양학과
前 한림성심대학교 외래교수
前 충북보건과학대학 외래교수
前 대한방사선치료학회 학술부 국제부장
前 대한방사선(학)과 교수협의회 정보이사
前 대한디지털의료영상학회 학술편집위원
前 대한방사선치료학회 정보부장
現 을지대학교 메이커스페이스 총괄
現 대한디지털의료영상학회 연구이사
現 대한방사선치료학회 학술편집위원회 위원장
연구실적
Effectiveness of Noise Reduction in LDCT Images Based on SRCNN, Korean Journal of Artificial Intelligence, 2024
Feasibility Study of CNN-based Super-Resolution Algorithm Applied to Low-Resolution CT Images, Korean Journal of Artificial Intelligence, 2024
Development of a Model for MR-CT Bi-directional Conversion based on scCycleGAN, Journal of the Korean Society of Radiology, 2024
Comparison of Image Quality among Different Computed Tomography Algorithms for Metal Artifact Reduction, Journal of the Korean Society of Radiology, 2023
Comparison of Image Quality According To Application of CT Algorithms for Acquisition of Clinical Information: A Phantom Study, Iranian journal of medical physics, 2023
Development of a Machine Learning Algorithm for Optimum Eyeglasses Prescription Based on Objective Refraction, Korean Journal of Vision Science, 2023
A Study on the Usefulness of Deep Learning Image Reconstruction with Radiation Dose Variation in MDCT, Journal of the Korean Society of Radiology, 2023
Effectiveness of the Detection of Pulmonary Emphysema using VGGNet with Low-dose Chest Computed Tomography Images, Journal of the Korean Society of Radiology, 2022
Evaluation of Artificial Intelligence Accuracy by Increasing the CNN Hidden Layers: Using Cerebral Hemorrhage CT Data, Journal of the Korean Society of Radiology, 2022
Evaluation of Radiation Treatment Planning By Computed Tomography Metal Artifact Reduction Algorithm, Iranian journal of medical physics, 2021
Feasibility Evaluation of Brain Tumor Magnetic Resonance Imaging Classification Using Convolutional Neural Network Model, Journal of the Korean Society of MR Technology, 2021
Evaluation of Deep Learning Based YOLOv3 Brain Tumor Classification Performance Using Magnetic Resonance Imaging, Journal of the Korean Society of MR Technology, 2021
Comparative Analysis of Death-Related Iodide Contrast Media due to Adverse Reactions of Contrast Media in Computed Tomography, Journal of Radiological Science and Technology, 2021
Evaluation of the Usefulness of Detection of Abdominal CT Kidney and Vertebrae using Deep Learning, Journal of the Korean Society of Radiology, 2021
Evaluation of Classification and Accuracy in Chest X-ray Images using Deep Learning with Convolution Neural Network, Journal of the Korean Society of Radiology, 2020
Fundamental study of Relative Measurement for Accurate Measurement of Stent Size in Computed Tomography Angiography, Journal of the Korean Society of Radiology, 2019
Performance Evaluation of New Nonlocal Total Variation Noise Reduction Algorithm in Parallel Magnetic Resonance Imaging with Sensitivity Encoding Reconstruction, JOURNAL OF MAGNETICS, 2019
Accuracy of Biopsy needle in Computed Tomography Guided Biopsy Using a Self-Made Gelatin Phantom, JOURNAL OF THE KOREAN PHYSICAL SOCIETY, 2019
Comparison Evaluation of Image Quality with Different Thickness of Aluminum added Filter using GATE Simulation in Digital Radiography, Journal of the Korean Society of Radiology, 2019
Analysis of Peak Velocity and Mean Velocity According to Shimming Technique in 2D Phase Contrast : Comparison of 1.5 Tesla and 3.0 Tesla, JOURNAL OF MAGNETICS, 2018
Constructing a Device for Calculating the Atmospheric Correction Factor for the Calibration the Radiation-Absorbed Dose in Radiotherapy, JOURNAL OF THE KOREAN PHYSICAL SOCIETY, 2018
Hippocampal-Sparing Brain Radiation Therapy Using Volumetric Modulated Arc Therapy to the Primary Brain Tumor : The Preliminary Result of Dosimetric Study and Cognitive Function Assessment, INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2016
Inclined head position improves dose distribution during hippocampal-sparing whole brain radiotherapy using VMAT, STRAHLENTHERAPIE UND ONKOLOGIE, 2016
Chest-wall Surface Dose During Post-mastectomy Radiation Therapy, with and without Nonmagnetic Bolus: A Phantom Study, JOURNAL OF MAGNETICS, 2016
Comparison of the photon charge between water and solid phantom depending on depth, INTERNATIONAL JOURNAL OF RADIATION RESEARCH, 2015
Evaluation of Parotid Gland Dose Rate following Intensity Modulated Radiation Therapy in Head and Neck Cancer, SPECTROSCOPY LETTERS, 2015
Evaluation of Metal Artifact Reduction for Orthopedic Implants (O-MAR) on Radiotherapy Treatment Planning, Journal of the Korean Society of Radiology, 2014
A Study on Accuracy and Usefulness of In-vivo Dosimetry in Proton Therapy, Journal of the Korean Society of Radiology, 2014
수상실적
의료기기 아이디어 공모전, 장려상, 서울대학교병원 의료기기혁신센터 (2019. 11)
연구과제
CTA에서 혈관 실측 측정을 위한 기초 연구 : Flow phantom model 고안과 혈관 측정법 개발, 과학기술정보통신부 (2019.03 ~ 2022. 02)
의료방사선량 감소를 위한 인공지능 개발 및 적용, 을지대학교 (2023.06 ~ 2024.05)
연구분야
Radiation Therapy and Oncology
Medical Physics
Data Analytics and Data Science for Healthcare
Artificial Intelligence for Healthcare
Radiation Safety Management
IoT for Healthcare
3D Printer for Healthcare
Medical Science