(2024)
Development of an Instantaneously Interpretable Real-Time Dosimeter System for Quality Assurance
of a Medical Linear Accelerator.
Progress in Medical Physics.
35,
4
(2024)
Deep-learning-based segmentation using individual patient data on prostate cancer radiation therapy.
PLOS ONE.
19,
7 July
(2024)
Evaluating psychological anxiety in patients receiving radiation therapy using smartwatch.
Radiation Oncology Journal.
42,
2
(2024)
The Prediction of Stress in Radiation Therapy: Integrating Artificial Intelligence with Biological Signals.
CANCERS.
16,
11
(2024)
Study of a plastic scintillating plate-based quality assurance system for pencil beam scanning proton beams.
JOURNAL OF CANCER RESEARCH AND THERAPEUTICS.
20,
1
(2023)
Monte Carlo simulation-based patient-specific QA using machine log files for line-scanning proton radiation therapy.
MEDICAL PHYSICS.
50,
11
(2023)
Searching for optimized selection of Monte Carlo dose calculation parameters for scanned beam proton therapy in RayStation.
JOURNAL OF THE KOREAN PHYSICAL SOCIETY.
83,
7
(2023)
FLASH dose rate calculation based on log files in proton pencil beam scanning therapy.
MEDICAL PHYSICS.
50,
11
(2022)
Clinical applicability of deep learning-based respiratory signal prediction models for four-dimensional radiation therapy.
PLOS ONE.
17,
10
(2022)
Chronological Analysis of Acute Hematological Outcomes after Proton and Photon Beam Craniospinal Irradiation in Pediatric Brain Tumors.
Cancer Research and Treatment.
54,
3
(2022)
Feasibility of synthetic computed tomography images generated from magnetic resonance imaging scans using various deep learning methods in the planning of radiation therapy for prostate cancer.
CANCERS.
14,
1
(2021)
Monitor unit prediction model for wobbling proton therapy with ridge filters.
MEDICAL PHYSICS.
48,
12
(2021)
Improvement of megavoltage computed tomography image quality for adaptive helical tomotherapy using cycleGAN-based image synthesis with small datasets.
MEDICAL PHYSICS.
48,
10
(2021)
Development of a time-resolved mirrorless scintillation detector.
PLOS ONE.
16,
2 Febuary
(2020)
Multi-Parametric Deep Learning Model for Prediction of Overall Survival after Postoperative Concurrent Chemoradiotherapy in Glioblastoma Patients.
CANCERS.
12,
8
(2020)
Comparison of clinical outcomes between passive scattering versus pencil -beam scanning proton beam therapy for hepatocellular carcinoma.
RADIOTHERAPY AND ONCOLOGY.
146,
1
(2020)
Quality assurance of isocentres for passive proton beam nozzles using motion capture cameras.
PHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS.
70,
1
(2019)
Current status of proton therapy techniques for lung cancer.
Radiation oncology journal.
37,
04
(2019)
Feasibility of two-dimensional dose distribution deconvolution using
convolution neural networks.
MEDICAL PHYSICS.
46,
12
(2019)
Feasibility Study of the Fluence-to-Dose Network (FDNet) for Patient-Specific IMRT Quality Assurance.
JOURNAL OF THE KOREAN PHYSICAL SOCIETY.
75,
9
특허/프로그램
실시간 멀티 일정관리 시스템.
제 2007-0046769.
20100901.
대한민국
방사선량 측정장치(Measuring device for amount of radioactive rays).
10-2007-0078015.
20091005.
대한민국
학술회의논문
(2024)
Deep learning-based tumor shape variation prediction of lung cancer patient’s pre-radiation treatment response.
ICCR 2024.
프랑스
(2024)
Prediction of stress in radiation therapy patients using artificial intelligence and biological signals.
ICCR 2024.
프랑스
(2024)
Deep learning-based tumor shape variation prediction of lung cancer patient’s pre-radiation treatment response.
18차 대한방사선수술학회 정기학술대회.
대한민국
(2022)
FLASH beam experiments with a clinically used proton therapy system..
PTCOG-AO 2022.
대한민국
(2022)
Optimization study of multi-slit collimator using Monte-Carlo simulation in proton mini beam radiation therapy.
PTCOG-AO 2022.
대한민국
(2022)
FLASH dose rate calculation based on machine log files in pencil beam line scanning proton therapy.
FPRT 2022.
스페인
(2022)
Optimization of radiochromic film calibration in FLASH proton beam.
FPRT 2022.
스페인
(2022)
Proton beam dosimetry procedure for the FLASH effects on a biological experiment.
FPRT 2022.
스페인
(2022)
Prediction of psychological anxiety during radiation therapy using patient photoplethysmography signal.
2022 대한방사선종양학회.
대한민국
(2022)
Development of instantaneously interpretable real-time dosimeter system for quality assurance in medical linear accelerator.
2022 한국의학물리학회 추계학술대회.
대한민국
(2022)
Development of scintillator-based real-time dosimetry for dosimetric and mechanical evaluations of IMRT.
2022 AAPM.
미국
(2022)
Feasibility of Dose Rate Calculation with Machine Log File and Monte-Carlo simulation in FLASH radiation therapy.
AAPM 2022.
미국
(2022)
Clinical applicability of deep-learning based respiratory signal prediction models of machine latency time for radiation therapy.
PTCOG-60 2022.
미국
(2022)
세기조절 방사선치료의 선량적 및 기계적 평가를 위한 섬광체 기반의 실시간 선량측정기 개발.
대한방사선방어학회 춘계학술대회.
대한민국
(2020)
깊이 정보 카메라를 이용한 방사선 치료에서의 환자 초기 위치 기억 및 복원과 실시간 움직임 추적 가능성에 대한 연구.
대한방사선방어학회 2020년 추계학술대회.
대한민국
(2020)
딥러닝을 이용한 나선형 토모테라피의 메가볼트 전산화 단층 촬영 영상 개선 알고리즘 개발.
대한방사선방어학회 2020년 추계학술대회.
대한민국
(2020)
양성자 치료용 사이클로트론의 양성자 빔 Bragg-peak에서 발생하는 음향 신호의 방향성 연구.
대한방사선방어학회 2020년 추계학술대회.
대한민국
(2020)
A comparative study of deep-learning based respiratory signal prediction models for radiation therapy: Bi-directional Long-short term memory1.
한국의학물리학회 2020 추계학술대회.
대한민국
(2020)
Realtime patient tracking and reposition in radiotherapy with TOF-based depth camera and CNN-based auto calibration.
한국의학물리학회 2020년 추계학술대회.
대한민국
(2020)
Signal intensity measurement of hydrophone to position change of Bragg-peak using iono-acoustic wave in hospital-based cyclotron.
한국의학물리학회 추계학술대회.
대한민국
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