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Byungho Oh

Yonsei University · 医学

研究室紹介

Professor Byungho Oh's research lab specializes in dermatological imaging and molecular diagnostics, focusing on advancing non-invasive skin cancer detection and improving diagnostic accuracy through artificial intelligence. The lab develops convolutional neural networks (CNNs) for early detection of acral melanoma using dermoscopic images, while also exploring molecular techniques like nested PCR and RFLP for precise identification of skin-resident microbes such as Malassezia species. Additionally, the lab investigates the efficacy and safety of fractional laser therapies in Asian patients, emphasizing cosmetic and functional outcomes in dermatological reconstruction. Their work bridges clinical dermatology, medical imaging, and biotechnology to enhance patient care and treatment personalization.

dermoscopic imagingmelanoma detectionconvolutional neural networksskin microbiomefractional laser therapy

Research Overview

Papers
135
Total Citations
1,322
Papers (5y)
50
Primary Field
医学

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
50total
2022
2023
2024
2025
2026
Citations per year (5y)
86total
20222023202420252026

Selected Papers

15
1
Article|131 citations·2018
Acral melanoma detection using a convolutional neural network for dermoscopy images
Chanki Yu, Sejung Yang, Won Oh Kim, Jin Woong Jung, Kee Yang Chung, Sang Wook Lee, Byung Ho Oh
SJR Q1PLoS ONEOA

Although further data analysis is necessary to improve their accuracy, convolutional neural networks would be helpful to detect acral melanoma from dermoscopy images of the hands and feet.

OncologyMedicine
2
Review|50 citations·2019
Skin Imaging Using Ultrasound Imaging, Optical Coherence Tomography, Confocal Microscopy, and Two-Photon Microscopy in Cutaneous Oncology
Byung Ho Oh, Ki Hean Kim, Kee Yang Chung
SJR Q1Frontiers in MedicineOA

With the recognition of dermoscopy as a new medical technology and its available fee assessment in Korea comes an increased interest in imaging-based dermatological diagnosis. For the dermatologist, who treats benign tumors and malignant skin cancers, imaging-based evaluations can assist with determining the surgical method and future follow-up plans. The identification of the tumor's location and the existence of blood vessels can guide safe treatment and enable the use of minimal incisions. Th

Biomedical EngineeringEngineering
3
Article|44 citations·2020
Augmented decision‐making for acral lentiginous melanoma detection using deep convolutional neural networks
Sang Won Lee, Yu Chu, Seok-Won Yoo, Sul Gi Choi, Soowook Choe, Sang Baek Koh, Kee Yang Chung, L. Xing, Byung Ho Oh, Sejung Yang
SJR Q1Journal of the European Academy of Dermatology and VenereologyOA

BACKGROUND: Several studies have achieved high-level performance of melanoma detection using convolutional neural networks (CNNs). However, few have described the extent to which the implementation of CNNs improves the diagnostic performance of the physicians. OBJECTIVE: This study is aimed at developing a CNN for detecting acral lentiginous melanoma (ALM) and investigating whether its implementation can improve the initial decision for ALM detection made by the physicians. METHODS: A CNN was tr

OncologyMedicine
4
Article|42 citations·2009
Comparison of Nested PCR and RFLP for Identification and Classification of Malassezia Yeasts from Healthy Human Skin
Byung Ho Oh, Young Chan Song, Yang Won Lee, Yong Beom Choe, Kyu Joong Ahn
SJR Q3Annals of DermatologyOA

BACKGROUND: Malassezia yeasts are normal flora of the skin found in 75~98% of healthy subjects. The accurate identification of the Malassezia species is important for determining the pathogenesis of the Malassezia yeasts with regard to various skin diseases such as Malassezia folliculitis, seborrheic dermatitis, and atopic dermatitis. OBJECTIVE: This research was conducted to determine a more accurate and rapid molecular test for the identification and classification of Malassezia yeasts. METHOD

EpidemiologyMedicine
5
Article|41 citations·2011
Skin Characteristics after Fractional Photothermolysis
Byung Ho Oh, Young Ji Hwang, Yang Won Lee, Yong Beom Choe, Kyu Joong Ahn
SJR Q3Annals of DermatologyOA

BACKGROUND: Fractional photothermolysis makes thousands of minute areas called microthermal treatment zones on the skin surface and transmits thermal injury to facilitate heat shock protein formation around the dermis. Potential side effects include acneiform eruption, herpes simplex virus outbreak, erythema, and post-inflammatory hyperpigmentation. OBJECTIVE: To investigate and compare the changes in the skin of Asian patients after two different fractional photothermolysis systems (FPS) on a s

DermatologyMedicine
6
Article|36 citations·2013
Comparison of negative pressure wound therapy and secondary intention healing after excision of acral lentiginous melanoma on the foot
Byung Ho Oh, Sang Hoon Lee, Kyoung Ae Nam, H. B. Lee, Kee Yang Chung
SJR Q1British Journal of DermatologyOA

These results show that, despite the drawback of rather prolonged healing time, NPWT is an excellent therapeutic option for wounds after wide excision of melanoma on the foot, with acceptable functional and cosmetic outcomes.

SurgeryMedicine
7
Article|35 citations·2015
Treatment of Nodular Fasciitis Occurring on the Face
Byung Ho Oh, Jihee Kim, Zhenlong Zheng, Mi Ryung Roh, Kee Yang Chung
SJR Q3Annals of DermatologyOA

BACKGROUND: Surgical excision is generally recommended for the treatment of nodular fasciitis (NF) to rule out sarcoma. However, in cases of NF occurring on the face, the reported recurrence rate is higher and the surgical approach may result in considerable aesthetic concern. OBJECTIVE: To describe our experience with NF occurring on the face and evaluate the outcomes of surgical and nonsurgical methods of treatment. METHODS: We performed a retrospective review of 16 patients with NF on the fac

RheumatologyMedicine
8
Article|23 citations·2010
Epidemiologic Study of Malassezia Yeasts in Seborrheic Dermatitis Patients by the Analysis of 26S rDNA PCR-RFLP
Byung Ho Oh, Yang Won Lee, Yong Beom Choe, Kyu Joong Ahn
SJR Q3Annals of DermatologyOA

BACKGROUND: This case-control study concerns a molecular biological method based on the data gathered from a group of Korean subjects to examine the distribution of Malassezia yeasts in seborrheic dermatitis (SD) patients. Cultures for Malassezia yeasts were taken from the foreheads, cheeks and chests of 60 patients with SD and in 60 healthy controls of equivalent age. OBJECTIVE: The purpose of this study is to identify the relationship between certain species of Malassezia and SD. This was done

EpidemiologyMedicine
9
Article|22 citations·2016
Sequential Change of Wound Calculated by Image Analysis Using a Color Patch Method during a Secondary Intention Healing
Sejung Yang, Junhee Park, Haneul Lee, Soohyun Kim, Byung-Uk Lee, Kee Yang Chung, Byung Ho Oh
SJR Q1PLoS ONEOA

From the results of sequential changes of skin defects, SIH can be recommended as an alternative treatment method for restoration with more careful dressing for initial two weeks.

Occupational TherapyHealth Professions
10
Article|13 citations·2015
Delayed Reconstruction for the Non-Amputative Treatment of Subungual Melanoma
Byung Ho Oh, Hong Sun Jang, Jungsoo Lee, Min Ju Choi, Kyoung Ae Nam, Kee Yang Chung
SJR Q3Annals of DermatologyOA

Our treatment process can reduce the risk of incomplete resection and improve cosmetic outcomes in patients with SUM.

EpidemiologyMedicine
11
Review|12 citations·2020
Artificial Intelligence in Cutaneous Oncology
Yu Chu, Hong An, Byung Ho Oh, Sejung Yang
SJR Q1Frontiers in MedicineOA

Skin cancer, previously known to be a common disease in Western countries, is becoming more common in Asian countries. Skin cancer differs from other carcinomas in that it is visible to our eyes. Although skin biopsy is essential for the diagnosis of skin cancer, decisions regarding whether or not to conduct a biopsy are made by an experienced dermatologist. From this perspective, it is easy to obtain and store photos using a smartphone, and artificial intelligence technologies developed to anal

OncologyMedicine
12
Article|10 citations·2022
High‐contrast visualization of human skin cancers with combined reflectance confocal and moxifloxacin‐based two‐photon microscopy: An ex vivo study
Won Yeong Park, Bumju Kim, Ji Hyun Chun, Seung‐Mo Hong, Byung Ho Oh, Ki Hean Kim
SJR Q1Lasers in Surgery and MedicineOA

BACKGROUND AND OBJECTIVES: Precise determination of cancer margin during skin cancer surgery is crucial for complete resection and further clinical prognosis. Although reflection confocal microscopy (RCM) has been used for perioperative guiding, its reflection contrast has limitations in detecting cancer cells in the dermis. We previously developed combined reflection confocal (RC) and moxifloxacin-based two-photon (MB-TP) microscopy for sensitive cancer detection by using multiple contrast mech

BiophysicsBiochemistry, Genetics and Molecular Biology
13
Article|10 citations·2019
Moxifloxacin Labeling‐Based Multiphoton Microscopy of Skin Cancers in Asians
Hoonchul Chang, Won Hyuk Jang, Seung‐Hun Lee, Bumju Kim, Myoung Joon Kim, Won Oh Kim, Young Wook Ryoo, Byung Ho Oh, Ki Hean Kim
SJR Q1Lasers in Surgery and MedicineOA

BACKGROUND AND OBJECTIVES: Although multiphoton microscopy (MPM) can visualize both cell and extracellular matrix (ECM) structures of the skin in high-contrast without exogenous labeling, label-free MPM is usually too slow to image clinically relevant large regions. A high-speed MPM method would be beneficial for evaluating clinical skin specimens by increasing the imaging area. In this study, moxifloxacin labeling-based MPM (moxifloxacin MPM) was characterized in various human skin cancer speci

BiophysicsBiochemistry, Genetics and Molecular Biology
14
Article|8 citations·2023
Risk of recurrence of nail unit melanoma after functional surgery versus amputation
Byung Ho Oh, Solam Lee, Jung Won Park, Ju Yeong Lee, Mi Ryung Roh, Kyoung Ae Nam, Kee Yang Chung
SJR Q1Journal of the American Academy of DermatologyOA
OncologyMedicine
15
Article|8 citations·2021
Hypopigmentation in Extramammary Paget Disease Is an Important Prognostic Factor for High Recurrence Rate and Poor Surgical Outcome
Sooyie Choi, Yeongjoo Oh, Kee Yang Chung, Byung Ho Oh, Mi Ryung Roh
SJR Q2Dermatologic SurgeryOA

BACKGROUND: Several studies have reported the presence of hypopigmentation in extramammary Paget disease (EMPD). However, an in-depth analysis regarding its clinical implication is lacking. OBJECTIVE: To evaluate the clinical characteristics of EMPD in the Korean population and to determine the implication of hypopigmentation on clinical outcomes. METHODS: We retrospectively reviewed 124 cases of EMPD who underwent surgical treatment from a single tertiary hospital from December 2005 to March 20

DermatologyMedicine

Research Areas

OncologyEpidemiologyDermatologyBiophysicsBiomedical EngineeringSurgery

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