| 2025 | End-to-end breast cancer radiotherapy planning via LMMs with consistency embedding | MEDICAL IMAGE ANALYSIS |
| 2025 | Enhancing Brain Metastases Detection and Segmentation in Black-Blood MRI Using Deep Learning and Segment Anything Model (SAM)
| YONSEI MEDICAL JOURNAL |
| 2025 | Investigation of an EPID-based dose verification system for patient-specific quality assurance in a harmony device
| JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS |
| 2025 | Feasibility study for dose calculation with a radiation treatment planning system using a fixed-size electron cone applicator for small electron fields
| PLOS ONE |
| 2025 | CAD-based Monte Carlo dose calculation system for evaluating geometrical effect of inserted materials in carbon-ion radiation therapy | PHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS |
| 2025 | Deep-learning-based linac beam modelling with sparse beam data measurements | PHYSICS IN MEDICINE AND BIOLOGY |
| 2025 | Enhancing Patient-specific Quality Assurance in Carbon-ion Radiation Therapy: Recalculating Delivered Dose Distribution Using Log Data
| IN VIVO |
| 2025 | The potential of thermal imaging as an early predictive biomarker of radiation dermatitis during radiotherapy for head and neck cancer: a prospective study
| BMC CANCER |
| 2025 | Simulation study for the energy and position reconstruction performances of the beam monitoring system of Carbon Ion Radiation Therapy using GEANT4
| PLOS ONE |
| 2025 | Volumetric Modulated Arc Therapy for 26 Gy in 5 Fractions Whole Breast Irradiation for Breast Cancer
| ADVANCES IN RADIATION ONCOLOGY |
| 2025 | Continuous multimodal data supply chain and expandable clinical decision support for oncology
| NPJ DIGITAL MEDICINE(Nature partner journals digital medicine Digital medicine) |
| 2025 | Abdominal synthetic CT generation for MR-only radiotherapy using structure-conserving loss and transformer-based cycle-GAN
| FRONTIERS IN ONCOLOGY |
| 2024 | Optimized needle configuration for operational seed (ONCOSEED) efficiency and deployment for prostate seed implants
| TECHNICAL INNOVATIONS & PATIENT SUPPORT IN RADIATION ONCOLOGY |
| 2024 | Reinforcing treatment and evaluation workflow of stereotactic ablative body radiotherapy for refractory ventricular tachycardia
| RADIATION ONCOLOGY JOURNAL |
| 2024 | The first Korean carbon-ion radiation therapy facility: current status of the Heavy-ion Therapy Center at the Yonsei Cancer Center
| RADIATION ONCOLOGY JOURNAL |
| 2024 | Development of a new VMAT QA framework for Mobius3D using control-point specific EPID images
| FRONTIERS IN ONCOLOGY |
| 2024 | A novel proposition of radiation energy conservation in radiation dose deformation using deformable image registration | PHYSICS IN MEDICINE AND BIOLOGY |
| 2024 | Enhanced IDOL segmentation framework using personalized hyperspace learning IDOL | MEDICAL PHYSICS |
| 2024 | The role of artificial intelligence measured preoperative kidney volume in predicting kidney function loss in elderly kidney donors: a multicenter cohort study
| INTERNATIONAL JOURNAL OF SURGERY |
| 2024 | Improving Cone-Beam CT Image Quality with Knowledge Distillation-Enhanced Diffusion Model in Imbalanced Data Settings | Lecture Notes in Computer Science |
| 2024 | Advanced mathematical modeling for preciseestimation of CT energy spectrum using a calibration phantom | PHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS |
| 2024 | LLM-driven multimodal target volume contouring in radiation oncology
| NATURE COMMUNICATIONS |
| 2024 | Personalized Deep Learning Model for Clinical Target Volume on Daily Cone Beam Computed Tomography in Breast Cancer Patients | ADVANCES IN RADIATION ONCOLOGY |
| 2024 | HaN-Seg: The head and neck organ-at-risk CT and MR segmentation challenge
| RADIOTHERAPY AND ONCOLOGY |
| 2024 | The InterVision Framework: An Enhanced Fine-Tuning Deep Learning Strategy for Auto-Segmentation in Head and Neck
| JOURNAL OF PERSONALIZED MEDICINE |
| 2024 | Experience of Implementing Deep Learning-Based Automatic Contouring in Breast Radiation Therapy Planning: Insights From Over 2000 Cases | INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS |
| 2024 | Radiomics-based hybrid model for predicting radiation pneumonitis: A systematic review and meta-analysis
| PHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS |
| 2024 | Generating 3D images of VMAT plans for predictive models and activation maps associated with plan deliverability | MEDICAL PHYSICS |
| 2024 | Comparison of skin dose in IMRT and VMAT with TrueBeam and Halcyon linear accelerator for whole breast irradiation
| PHYSICAL AND ENGINEERING SCIENCES IN MEDICINE |
| 2024 | Dosimetric analysis of six whole-breast irradiation techniques in supine and prone positions
| SCIENTIFIC REPORTS |
| 2024 | Assessment of traumatic mandibular nerve using MR neurography sequence: a preliminary study
| BMC ORAL HEALTH |
| 2024 | Dose-toxicity surface histogram-based prediction of radiation dermatitis severity and shape | PHYSICS IN MEDICINE AND BIOLOGY |
| 2024 | Dosimetric Comparison of CPAP and DIBH for Left-sided Breast Cancer Radiation Therapy
| ADVANCES IN RADIATION ONCOLOGY |
| 2024 | Inter-scanner super-resolution of 3D cine MRI using a transfer-learning network for MRgRT | PHYSICS IN MEDICINE AND BIOLOGY |
| 2024 | Development of shielding evaluation and management program for O-ring type linear accelerators
| SCIENTIFIC REPORTS |
| 2024 | An investigation of correlation between external surrogate signal and internal motion according to respiratory irregularity | Progress in Biomedical Optics and Imaging - Proceedings of SPIE |
| 2024 | Assessment of radio-activation using spectroscopy in medical linear accelerators
| PLOS ONE |
| 2024 | Clinical feasibility of deep learning-based synthetic CT images from T2-weighted MR images for cervical cancer patients compared to MRCAT
| SCIENTIFIC REPORTS |
| 2024 | Evaluation of the deliverability of dynamic conformal arc therapy (DCAT) by gantry wobble and its influence on dose
| SCIENTIFIC REPORTS |
| 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 | Large Institutional Experience of Early Outcomes and Dosimetric Findings with Postoperative Stereotactic Partial Breast Irradiation in Breast Cancer | RADIOTHERAPY AND ONCOLOGY |
| 2024 | In Silico Analysis of Adjuvant Head and Neck Online Adaptive Radiation Therapy
| ADVANCES IN RADIATION ONCOLOGY |
| 2024 | Normal tissue complication probability models of hypothyroidism after radiotherapy for breast cancer
| CLINICAL AND TRANSLATIONAL RADIATION 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 | Acute coronary event (ACE) prediction following breast radiotherapy by features extracted from 3D CT, dose, and cardiac structures | MEDICAL PHYSICS |
| 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 |
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