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Hyea-Kyung Byun

Yonsei University · Medicine

About the Lab

Professor Hyea-Kyung Byun's research lab specializes in advancing radiation oncology through innovative radiotherapy techniques and personalized treatment strategies. The lab focuses on optimizing treatment outcomes in breast cancer, glioblastoma, and hepatocellular carcinoma by investigating risk factors for complications such as lymphedema and lymphopenia, and by exploring the clinical benefits of advanced radiotherapy modalities like particle therapy and carbon ion radiotherapy. A key emphasis is placed on integrating artificial intelligence—particularly deep learning—for automated contouring of organs at risk, enhancing precision and efficiency in treatment planning. The lab also investigates organ-sparing approaches, such as the watch-and-wait strategy in rectal cancer, to improve quality of life without compromising oncologic control.

particle therapycarbon ion radiotherapylymphedemaautocontouringimmunomodulation

Research Overview

Papers
148
Total Citations
1,721
Papers (5y)
77
Primary Field
Medicine

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
77total
2022
2023
2024
2025
2026
Citations per year (5y)
568total
20222023202420252026

Selected Papers

15
1
Article|114 citations·2019
Risk of Lymphedema Following Contemporary Treatment for Breast Cancer
Hwa Kyung Byun, Jee Suk Chang, Sang Hee Im, Youlia Kirova, A. Arsène-Henry, Seo Hee Choi, Young Up Cho, Hyung Seok Park, Jee Ye Kim, Chang‐Ok Suh, Ki Chang Keum, Joohyuk Sohn
SJR Q1Annals of SurgeryOA

OBJECTIVE: The aim of this study was to identify the comprehensive risk factors for lymphedema, thereby enabling a more informed multidisciplinary treatment decision-making. SUMMARY BACKGROUND DATA: Lymphedema is a serious long-term complication in breast cancer patients post-surgery; however, the influence of multimodal therapy on its occurrence remains unclear. METHODS: We retrospectively collected treatment-related data from 5549 breast cancer patients who underwent surgery between 2007 and 2

OncologyMedicine
2
Review|74 citations·2021
Physical and Biological Characteristics of Particle Therapy for Oncologists
Hwa Kyung Byun, Min Cheol Han, Kyungmi Yang, Jin Sung Kim, Gyu Sang Yoo, Woong Sub Koom, Yong Bae Kim
SJR Q1Cancer Research and TreatmentOA

Particle therapy is a promising and evolving modality of radiotherapy that can be used to treat tumors that are radioresistant to conventional photon beam radiotherapy. It has unique biological and physical advantages compared with conventional radiotherapy. The characteristic feature of particle therapy is the "Bragg peak," a steep and localized peak of dose, that enables precise delivery of the radiation dose to the tumor while effectively sparing normal organs. Especially, the charged particl

Pulmonary and Respiratory MedicineMedicine
3
Article|74 citations·2019
Dose escalation by intensity modulated radiotherapy in liver-directed concurrent chemoradiotherapy for locally advanced BCLC stage C hepatocellular carcinoma
Hwa Kyung Byun, Hyun Ju Kim, Yoo Ri Im, Do Young Kim, Kwang‐Hyub Han, Jinsil Seong
SJR Q1Radiotherapy and OncologyOA
HepatologyMedicine
4
Article|67 citations·2019
Clinical predictors of radiation-induced lymphopenia in patients receiving chemoradiation for glioblastoma: clinical usefulness of intensity-modulated radiotherapy in the immuno-oncology era
Hwa Kyung Byun, Nalee Kim, Hong In Yoon, Seok‐Gu Kang, Se Hoon Kim, Jaeho Cho, Jong Geol Baek, Jong Hee Chang, Chang‐Ok Suh
SJR Q1Radiation OncologyOA

BACKGROUND: Immunotherapy is currently being examined as a treatment modality for glioblastoma. Maintaining an optimal total lymphocyte count (TLC) after radiotherapy (RT) and using temozolomide may be beneficial in optimizing immunotherapy. However, conventional temozolomide-based chemoradiation is known to induce immunosuppressive effects, including lymphopenia. Therefore, this study aimed to identify potential clinical predictors of acute severe lymphopenia (ASL) in patients receiving chemora

OncologyMedicine
5
Article|45 citations·2019
Acute severe lymphopenia by radiotherapy is associated with reduced overall survival in hepatocellular carcinoma
Hwa Kyung Byun, Nalee Kim, Sang Joon Park, Jinsil Seong
SJR Q2Strahlentherapie und OnkologieOA
OncologyMedicine
6
Article|40 citations·2021
Evaluation of deep learning-based autosegmentation in breast cancer radiotherapy
Hwa Kyung Byun, Jee Suk Chang, Min Seo Choi, Jaehee Chun, Jinhong Jung, C. Jeong, Jin Sung Kim, Yongjin Chang, Seung Yeun Chung, Seung-Ryul Lee, Yong Bae Kim
SJR Q1Radiation OncologyOA

PURPOSE: To study the performance of a proposed deep learning-based autocontouring system in delineating organs at risk (OARs) in breast radiotherapy with a group of experts. METHODS: Eleven experts from two institutions delineated nine OARs in 10 cases of adjuvant radiotherapy after breast-conserving surgery. Autocontours were then provided to the experts for correction. Overall, 110 manual contours, 110 corrected autocontours, and 10 autocontours of each type of OAR were analyzed. The Dice sim

RadiationPhysics and Astronomy
7
Review|31 citations·2023
Carbon Ion Radiotherapy in the Treatment of Hepatocellular Carcinoma
Hwa Kyung Byun, Chang-Hwan Kim, Jinsil Seong
SJR Q1Clinical and Molecular HepatologyOA

Hepatocellular carcinoma (HCC) is a highly lethal cancer with limited treatment options and poor prognosis. Carbon ion radiotherapy (CIRT) has emerged as a promising treatment modality for HCC due to its unique physical and biological properties. CIRT uses carbon ions to target and destroy cancer cells with a high precision and efficacy. The Bragg Peak phenomenon allows precise dose delivery to the tumor while minimizing damage to healthy tissues. In addition, the high relative biological effect

Pulmonary and Respiratory MedicineMedicine
8
Article|30 citations·2020
Effect of Interleukin-7 on Radiation-Induced Lymphopenia and Its Antitumor Effects in a Mouse Model
Hwa Kyung Byun, Kyoung Jin Kim, Su Chul Han, Jinsil Seong
SJR Q1International Journal of Radiation Oncology*Biology*PhysicsOA
ImmunologyImmunology and Microbiology
9
Article|25 citations·2020
Optimization of Intracranial Germinoma Treatment: Radiotherapy Alone with Reduced Volume and Dose
Hwa Kyung Byun, Hong In Yoon, Jaeho Cho, Kyu‐Won Shim, Jung Woo Han, Chuhl Joo Lyu, Dong-Seok Kim, Chang‐Ok Suh
SJR Q1International Journal of Radiation Oncology*Biology*PhysicsOA
GeneticsMedicine
10
Review|18 citations·2023
A practical review of watch-and-wait approach in rectal cancer
Hwa Kyung Byun, Woong Sub Koom
SJR Q2Radiation Oncology JournalOA

Rectal resection surgery after neoadjuvant treatment has been the mainstay treatment of locally advanced rectal cancer. However, functional outcomes and quality of life after radical resection of the rectum remain suboptimal. The excellent oncologic outcomes in patients who achieved pathologic complete response after neoadjuvant treatment questioned the need for radical surgery. The watch-and-wait approach is a noninvasive therapeutic alternative for organ preservation and avoiding operative mor

OncologyMedicine
11
Article|17 citations·2019
Risk of Lymphedema Following Contemporary Treatment for Breast Cancer: An Analysis of 7,426 Consecutive Patients from a Multidisciplinary Perspective
Hwa Kyung Byun, John T. Chang, Seo Hee Choi, Yong Bae Kim
SJR Q1International Journal of Radiation Oncology*Biology*PhysicsOA
OncologyMedicine
12
Article|16 citations·2019
Dose escalation in radiotherapy for incomplete transarterial chemoembolization of hepatocellular carcinoma
Hwa Kyung Byun, Hyun Ju Kim, Yoo Ri Im, Do Young Kim, Kwang‐Hyub Han, Jinsil Seong
SJR Q2Strahlentherapie und OnkologieOA
HepatologyMedicine
13
Article|15 citations·2022
Adjuvant Radiotherapy Versus Surveillance for Grade 2 Intracranial Meningiomas: A Multi-Institutional Propensity Score-Matched Study
Hwa Kyung Byun, Won Ick Chang, Joo Ho Lee, Chul‐Kee Park, In Ah Kim, Chae‐Yong Kim, Jaeho Cho, Eui Hyun Kim, Jong Hee Chang, Seok‐Gu Kang, Ju Hyung Moon, Sang Hyung Lee
SJR Q2Frontiers in OncologyOA

Purpose: We aimed to compare the outcomes of adjuvant radiotherapy (ART) and surveillance in patients with grade 2 meningiomas (MNG2) who underwent surgical resection. Materials and Methods: Data from four hospitals, in which patients aged ≥18 years underwent Simpson grade 1-4 surgical resection for newly diagnosed MNG2 between 1998 and 2018, were examined in this multicenter retrospective cohort study. Patients receiving ART with conventional fractionation were compared with those undergoing su

EpidemiologyMedicine
14
Article|15 citations·2022
Validation of a nomogram for predicting the risk of lymphedema following contemporary treatment for breast cancer: a large multi-institutional study (KROG 20-05)
Hwa Kyung Byun, Jae Sik Kim, Jee Suk Chang, Yeona Cho, Sung‐Ja Ahn, Jung Han Yoon, Haeyoung Kim, Nalee Kim, Euncheol Choi, Hyeli Park, Kyubo Kim, Shin-Hyung Park
SJR Q1Breast Cancer Research and TreatmentOA
OncologyMedicine
15
Article|13 citations·2021
Role of Interleukin-7 in the Development of and Recovery from Radiation-Induced Lymphopenia: A Post-hoc Analysis of a Prospective Cohort
Hwa Kyung Byun, Seung Yeun Chung, Kyoung-Jin Kim, Jinsil Seong
SJR Q1Cancer Research and TreatmentOA

PURPOSE: Radiation-induced lymphopenia is associated with worse outcomes in solid tumors. We assessed the impact of interleukin-7 (IL-7), a key cytokine in lymphocyte homeostasis, on radiation-induced lymphopenia. MATERIALS AND METHODS: A post-hoc analysis was performed in a prospective cohort of 98 patients with hepatocellular carcinoma who were treated with radiotherapy in 2016-2018. Blood IL-7 levels were assayed before and at the end of radiotherapy. Acute severe lymphopenia (ASL) was define

OncologyMedicine

Research Areas

OncologyHepatologyCancer ResearchGeneticsEpidemiologyRadiology, Nuclear Medicine and Imaging

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