| 2024 | Assessment of deep learning-based auto-contouring on interobserver consistency in target volume and organs-at-risk delineation for breast cancer: Implications for RTQA program in a multi-institutional study
| BREAST |
| 2024 | Normal tissue complication probability models of hypothyroidism after radiotherapy for breast cancer
| CLINICAL AND TRANSLATIONAL RADIATION ONCOLOGY |
| 2023 | Large Institutional Experience of Early Outcomes and Dosimetric Findings with Postoperative Stereotactic Partial Breast Irradiation in Breast Cancer | RADIOTHERAPY AND ONCOLOGY |
| 2023 | Risk of on-treatment lymphopenia is associated with treatment outcome and efficacy of consolidation immunotherapy in patients with non-small cell lung cancer treated with concurrent chemoradiotherapy | RADIOTHERAPY AND ONCOLOGY |
| 2023 | An Investigation of the Effect of Virtual Reality on Alleviating Anxiety in Patients With Breast Cancer Undergoing Radiation Therapy: A Randomized Controlled Trial | INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS |
| 2023 | Using a Deep Learning Model to Address Interobserver Variability in the Evaluation of Ulcerative Colitis (UC) Severity
| JOURNAL OF PERSONALIZED MEDICINE |
| 2023 | Empowering Vision Transformer by Network Hyper-Parameter Selection for Whole Pelvis Prostate Planning Target Volume Auto-Segmentation
| CANCERS |
| 2023 | Dosimetric verification of annual quality assurance for a linear accelerator using a transmission type detector
| SCIENTIFIC REPORTS |
| 2023 | A high-resolution cone beam computed tomography (HRCBCT) reconstruction framework for CBCT-guided online adaptive therapy | MEDICAL PHYSICS |
| 2023 | Preliminary study for the development of radiation safety evaluation methodology for industrial kV-rated radiation generator facilities | NUCLEAR ENGINEERING AND TECHNOLOGY |
| 2023 | Development and evaluation of an integrated model based on a deep segmentation network and demography-added radiomics algorithm for segmentation and diagnosis of early lung adenocarcinoma
| COMPUTERIZED MEDICAL IMAGING AND GRAPHICS |
| 2023 | An investigation into the risk of population bias in deep learning autocontouring
| RADIOTHERAPY AND ONCOLOGY |
| 2023 | Development of open access tool for automatic use factor calculation using DICOM-RT patient data
| PHYSICAL AND ENGINEERING SCIENCES IN MEDICINE |
| 2023 | Technical note: Progressive deep learning: An accelerated training strategy for medical image segmentation | MEDICAL PHYSICS |
| 2023 | Development and Validation of a Normal Tissue Complication Probability Model for Lymphedema After Radiation Therapy in Breast Cancer
| INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS |
| 2023 | Machine learning‑based radiomics models for prediction of locoregional recurrence in patients with breast cancer
| ONCOLOGY LETTERS |
| 2023 | Application of error classification model using indices based on dose distribution for characteristics evaluation of multileaf collimator position errors
| SCIENTIFIC REPORTS |
| 2023 | Development of a quasi-3D dosimeter using radiochromic plastic for patient-specific quality assurance | MEDICAL PHYSICS |
| 2023 | Evaluating motion of pancreatic tumors and anatomical surrogates using cine MRI in 0.35T MRgRT under free breathing conditions
| JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS |
| 2023 | Mathematical prediction with pretreatment growth rate of metastatic cancer on outcomes: implications for the characterization of oligometastatic disease
| FRONTIERS IN ONCOLOGY |
| 2023 | Neural network based ensemble model to predict radiation induced lymphopenia after concurrent chemo-radiotherapy for non-small cell lung cancer from two institutions
| NEOPLASIA |
| 2023 | Development of Automated Delivery Quality Assurance Analysis Software for Helical Tomotherapy
| TECHNOLOGY IN CANCER RESEARCH & TREATMENT |
| 2023 | Feasibility study of using triple-energy CT images for improving stopping power estimation | NUCLEAR ENGINEERING AND TECHNOLOGY |
| 2023 | Incorporating axillary-lateral thoracic vessel juncture dosimetric variables improves model for predicting lymphedema in patients with breast cancer: A validation analysis
| CLINICAL AND TRANSLATIONAL RADIATION ONCOLOGY |
| 2023 | Ensemble learning and personalized training for the improvement of unsupervised deep learning-based synthetic CT reconstruction | MEDICAL PHYSICS |
| 2023 | Novel framework for determining TPS-calculated doses corresponding to detector locations using 3D camera in in vivo surface dosimetry | PHYSICS IN MEDICINE AND BIOLOGY |
| 2023 | Dosimetric comparison of robust angles in carbon-ion radiation therapy for prostate cancer
| FRONTIERS IN ONCOLOGY |
| 2023 | A New Approach to Quantify and Grade Radiation Dermatitis Using Deep-Learning Segmentation in Skin Photographs
| CLINICAL ONCOLOGY |
| 2023 | Activity Evaluation Methodology for the Disposed Medical Linear Accelerators
| APPLIED SCIENCES-BASEL |
| 2022 | Development and verification of LEP 300 kilovoltage radiotherapy system for companion animals | JOURNAL OF THE KOREAN PHYSICAL SOCIETY |
| 2022 | Feasibility study of a concurrent image reconstruction algorithm for proton therapy with in-beam TOF-PET | JOURNAL OF THE KOREAN PHYSICAL SOCIETY |
| 2022 | Review of Shielding Evaluation Methodology for Facilities Using kV Energy Radiation Generating Devices Based on the NCRP-49 Report
| Progress in Medical Physics |
| 2022 | Metal artifact reduction in kV CT images throughout two-step sequential deep convolutional neural networks by combining multi-modal imaging (MARTIAN)
| SCIENTIFIC REPORTS |
| 2022 | A Comparison of 2 Disease Burden Assessment Methods (3D Volume Versus the Number of Lesions) for Prognostication of Survival in Metastatic Melanoma: Implications for the Characterization of Oligometastatic Disease | INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS |
| 2022 | Automated Computer-Aided Detection of Lung Nodules in Metastatic Colorectal Cancer Patients for the Identification of Pulmonary Oligometastatic Disease | INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS |
| 2022 | Clinical Efficacy of an Electronic Portal Imaging Device versus a Physical Phantom Tool for Patient-Specific Quality Assurance
| Life |
| 2022 | Association of Sinoatrial Node Radiation Dose With Atrial Fibrillation and Mortality in Patients With Lung Cancer | JAMA ONCOLOGY |
| 2022 | Shielding evaluator actual treatment leaf: A program for automatic shielding assessment using patient data | RADIATION PHYSICS AND CHEMISTRY |
| 2022 | Comprehensive clinical evaluation of TomoEQA for patient-specific pre-treatment quality assurance in helical tomotherapy
| RADIATION ONCOLOGY |
| 2022 | Wavelet subband-specific learning for low-dose computed tomography denoising
| PLOS ONE |
| 2022 | Heart-Sparing Capability and Positional Reproducibility of Continuous Positive Airway Pressure in Left-Sided Breast Radiation Therapy | PRACTICAL RADIATION ONCOLOGY |
| 2022 | Generation and Evaluation of Synthetic Computed Tomography (CT) from Cone-Beam CT (CBCT) by Incorporating Feature-Driven Loss into Intensity-Based Loss Functions in Deep Convolutional Neural Network
| CANCERS |
| 2022 | Geant4 electromagnetic physics model assessment for RBE-weighted dose calculation of carbon-ion radiotherapy | JOURNAL OF THE KOREAN PHYSICAL SOCIETY |
| 2022 | Deep-Learning-Based Automatic Detection and Segmentation of Brain Metastases with Small Volume for Stereotactic Ablative Radiotherapy
| CANCERS |
| 2022 | Development of Total Lymphoid Irradiation (TLI)-Dedicated Shielding and Image-Guided System and Dose Evaluation Using 3D-Printed Rat Phantom
| FRONTIERS IN VETERINARY SCIENCE |
| 2022 | Synthetic contrast-enhanced computed tomography generation using a deep convolutional neural network for cardiac substructure delineation in breast cancer radiation therapy: a feasibility study
| RADIATION ONCOLOGY |
| 2022 | Assessment of a novel commercial large field of view phantom for comprehensive MR imaging quality assurance of a 0.35T MRgRT system
| JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS |
| 2022 | Clinical Application Study of Semi-cylindrical Beam Spoiler for Radiation Treatment of Early-stage Glottic Cancer Patients
| IN VIVO |
| 2022 | Lymphocyte dynamics during and after chemo-radiation correlate to dose and outcome in stage III NSCLC patients undergoing maintenance immunotherapy | RADIOTHERAPY AND ONCOLOGY |
| 2022 | A pilot study of a novel method to visualize three-dimensional dose distribution on skin surface images to evaluate radiation dermatitis
| SCIENTIFIC REPORTS |
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