Yong Bae Kim
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View article: Burden of Central Nervous System Cancer in the United States, 1990-2021
Burden of Central Nervous System Cancer in the United States, 1990-2021 Open
Importance Primary brain and central nervous system cancer (collectively referred to as CNS cancer) comprises 2% of all human cancers and poses significant health and economic challenges in the United States. Objective To analyze CNS cance…
View article: End-to-end breast cancer radiotherapy planning via LMMs with consistency embedding
End-to-end breast cancer radiotherapy planning via LMMs with consistency embedding Open
Recent advances in AI foundation models have significant potential for lightening the clinical workload by mimicking the comprehensive and multi-faceted approaches used by medical professionals. In the field of radiation oncology, the inte…
View article: Role of radiotherapy in the management of breast cancer with skin involvement
Role of radiotherapy in the management of breast cancer with skin involvement Open
Purpose: This study aimed to evaluate the effect of radiotherapy (RT) on symptomatic relief and tumor control in patients with breast cancer with skin involvement.Materials and Methods: This retrospective study included patients who receiv…
View article: Volumetric Modulated Arc Therapy for 26 Gy in 5 Fractions Whole Breast Irradiation for Breast Cancer
Volumetric Modulated Arc Therapy for 26 Gy in 5 Fractions Whole Breast Irradiation for Breast Cancer Open
The application of VMAT in ultrahypofractionation can enhance target coverage while maintaining radiation doses to organs at risk low, albeit with an increase in contralateral breast dose compared with 3D-CRT. Given the low toxicity profil…
View article: The first Korean carbon-ion radiation therapy facility: current status of the Heavy-ion Therapy Center at the Yonsei Cancer Center
The first Korean carbon-ion radiation therapy facility: current status of the Heavy-ion Therapy Center at the Yonsei Cancer Center Open
Purpose: This report offers a detailed examination of the inception and current state of the Heavy-ion Therapy Center (HITC) at the Yonsei Cancer Center (YCC), setting it apart as the world’s first center equipped with a fixed beam and two…
View article: Treatment Outcomes after Postoperative Radiotherapy in Triple-Negative Breast Cancer: Multi-Institutional Retrospective Study (KROG 17-05)
Treatment Outcomes after Postoperative Radiotherapy in Triple-Negative Breast Cancer: Multi-Institutional Retrospective Study (KROG 17-05) Open
Background: We designed a multi-institutional retrospective study to investigate the previously unreported failure pattern, survivals, and prognostic factors after postoperative radiotherapy (PORT) in triple negative breast cancer (TNBC) p…
View article: Improving Mortality Prediction After Radiotherapy with Large Language Model Structuring of Large-Scale Unstructured Electronic Health Records
Improving Mortality Prediction After Radiotherapy with Large Language Model Structuring of Large-Scale Unstructured Electronic Health Records Open
Accurate survival prediction in radiotherapy (RT) is critical for optimizing treatment decisions. This study developed and validated the RT-Surv framework, which integrates general-domain, open-source large language models (LLMs) to struct…
View article: Locoregional Recurrence in Adenoid Cystic Carcinoma of the Breast: A Retrospective, Multicenter Study (KROG 22-14)
Locoregional Recurrence in Adenoid Cystic Carcinoma of the Breast: A Retrospective, Multicenter Study (KROG 22-14) Open
Purpose This study aims to evaluate the treatment approaches and locoregional patterns for adenoid cystic carcinoma (ACC) in the breast, which is an uncommon malignant tumor with limited clinical data.Materials and Methods A total of 93 pa…
View article: Objective and Interpretable Breast Cosmesis Evaluation with Attention Guided Denoising Diffusion Anomaly Detection Model
Objective and Interpretable Breast Cosmesis Evaluation with Attention Guided Denoising Diffusion Anomaly Detection Model Open
As advancements in the field of breast cancer treatment continue to progress, the assessment of post-surgical cosmetic outcomes has gained increasing significance due to its substantial impact on patients' quality of life. However, evaluat…
View article: Corrigendum to ‘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’ [The Breast 73 (2024) 103599]
Corrigendum to ‘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’ [The Breast 73 (2024) 103599] Open
The authors apologize for the oversight in presenting incomplete affiliations for author Jin Sung Kim. Jin Sung Kim is affiliated with the Department of Radiation Oncology, Yonsei University College of Medicine, Seoul, Republic of Korea, a…
View article: Assessment of Eligibility and Utilization of Accelerated Partial Breast Irradiation in Korean Breast Cancer Patients (KROG 22-15)
Assessment of Eligibility and Utilization of Accelerated Partial Breast Irradiation in Korean Breast Cancer Patients (KROG 22-15) Open
PurposeWe investigated the proportions of patients eligible for accelerated partial breast irradiation (APBI) among those with pT1-2N0 breast cancer, based on the criteria set by the American Society for Radiation Oncology (ASTRO), the Gro…
View article: End-to-End Breast Cancer Radiotherapy Planning via LMMs with Consistency Embedding
End-to-End Breast Cancer Radiotherapy Planning via LMMs with Consistency Embedding Open
Recent advances in AI foundation models have significant potential for lightening the clinical workload by mimicking the comprehensive and multi-faceted approaches used by medical professionals. In the field of radiation oncology, the inte…
View article: TP024/#1560 Standard of care therapy with or without stereotactic ablative radiation therapy for recurrent ovarian cancer (SABR-ROC): a prospective randomized phase III trial (KGOG 3064/KROG 2204)
TP024/#1560 Standard of care therapy with or without stereotactic ablative radiation therapy for recurrent ovarian cancer (SABR-ROC): a prospective randomized phase III trial (KGOG 3064/KROG 2204) Open
Introduction Despite the controversial role of radiotherapy (RT) in recurrent ovarian cancer (ROC), there might be a survival benefit irrespective of favorable clinical features according to a preliminary analysis. This prospective study w…
View article: TP005/#1524 Therapeutic effect of surgical debulking of metastatic lymph nodes in cervical cancer stage IIICR: a phase III, randomized controlled clinical trial (KGOG1047; Debulk trial)
TP005/#1524 Therapeutic effect of surgical debulking of metastatic lymph nodes in cervical cancer stage IIICR: a phase III, randomized controlled clinical trial (KGOG1047; Debulk trial) Open
Introduction Bulky or multiple lymph node (LN) metastasis has been reported to have poor prognosis in cervical cancer and the size or number of LN metastasis is not yet reflected in both the staging system and treatment modality. The thera…
View article: Freezing-Prediction System of Outdoor Horizontal Fire Pipe Using Metal Heater
Freezing-Prediction System of Outdoor Horizontal Fire Pipe Using Metal Heater Open
The method of winding a heating wire and covering it with insulation materials has been widely used to prevent freezing during winter in outdoor firefighting pipes, which have a low amount of water flowing inside. However, several issues m…
View article: Study Protocol for Prospective Multi-Institutional Phase III Trial of Standard of Care Therapy with or without Stereotactic Ablative Radiation Therapy for Recurrent Ovarian Cancer (SABR-ROC)
Study Protocol for Prospective Multi-Institutional Phase III Trial of Standard of Care Therapy with or without Stereotactic Ablative Radiation Therapy for Recurrent Ovarian Cancer (SABR-ROC) Open
Background Efforts have been made to investigate the role of salvage radiotherapy (RT) in treating recurrent ovarian cancer (ROC). Stereotactic ablative radiation therapy (SABR) is a state-of-the-art therapy that uses intensity modulation …
View article: Machine learning‑based radiomics models for prediction of locoregional recurrence in patients with breast cancer
Machine learning‑based radiomics models for prediction of locoregional recurrence in patients with breast cancer Open
Locoregional recurrence (LRR) is the predominant pattern of relapse after definitive breast cancer treatment. The present study aimed to develop machine learning (ML)-based radiomics models to predict LRR in patients with breast cancer by …