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Byeong Woo Jo

Yonsei University · Medicine

About the Lab

Professor Byeong Woo Jo's research lab specializes in computational materials science and biomedical engineering, focusing on the development of advanced materials for energy storage and orthopedic implants. The lab integrates density functional theory with machine learning to enable high-throughput screening of organic electrode materials, while also investigating biomechanical and clinical factors influencing implant longevity and patient outcomes in joint arthroplasty. Research spans from quantum-level material design to clinical applications in osteoarthritis, periprosthetic joint infection, and femoral head necrosis.

machine learningdensity functional theoryorthopedic implantsjoint arthroplastybiomaterials

Research Overview

Papers
45
Total Citations
454
Papers (5y)
28
Primary Field
Medicine

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
28total
2022
2023
2024
2025
2026
Citations per year (5y)
139total
20222023202420252026

Selected Papers

15
1
Article|170 citations·2018
Application of DFT-based machine learning for developing molecular electrode materials in Li-ion batteries
Omar Allam, Byung Woo Cho, Ki Chul Kim, Seung Soon Jang
SJR Q1RSC AdvancesOA

In this study, we utilize a density functional theory-machine learning framework to develop a high-throughput screening method for designing new molecular electrode materials. For this purpose, a density functional theory modeling approach is employed to predict basic quantum mechanical quantities such as redox potentials, and electronic properties such as electron affinity, highest occupied molecular orbital (HOMO) and lowest unoccupied molecular orbital (LUMO), for a selected set of organic ma

Electrical and Electronic EngineeringEngineering
2
Article|25 citations·2020
Cigarette smoking and knee osteoarthritis in the elderly: Data from the Korean National Health and Nutritional Examination Survey
Hyuck Min Kwon, Ick-Hwan Yang, Kwan Kyu Park, Byung Woo Cho, Junwoo Byun, Woo-Suk Lee
SJR Q1Experimental GerontologyOA
RheumatologyMedicine
3
Article|23 citations·2024
Risk factors for early septic failure after two-stage exchange total knee arthroplasty for treatment of periprosthetic joint infection
Woo-Suk Lee, Kwan Kyu Park, Byung Woo Cho, Jun Young Park, I. Y. Kim, Hyuck Min Kwon
SJR Q1Journal of Orthopaedics and TraumatologyOA

BACKGROUND: The cause of early septic failure after two-stage exchange revision total knee arthroplasty (TKA) for chronic periprosthetic joint infection (PJI) and the factors affecting it are not well known. The purpose of this study was to determine the surgical outcomes and the risk factors for early septic failure after two-stage revision TKA for chronic PJI. METHODS: We identified a total of 246 adult patients who met the Musculoskeletal Infection Society (MSIS) diagnostic criteria for chron

SurgeryMedicine
4
Article|20 citations·2021
Evaluation of the reliability of lower extremity alignment measurements using EOS imaging system while standing in an even weight-bearing posture
Byung Woo Cho, Tae‐Ho Lee, Sung Jun Kim, Chong‐Hyuk Choi, Min Jung, Koo Yeon Lee, Sung‐Hwan Kim, Sung‐Hwan Kim, Sung‐Hwan Kim
SJR Q1Scientific ReportsOA

This study aimed to analyze the reproducibility and reliability of the alignment parameters measured using the EOS image system in both limbs while standing with an even weight-bearing posture. Overall, 104 lower extremities in 52 patients were analyzed retrospectively. The patients stood with an even load over both lower extremities then rotated 15° in both directions. Two EOS images were acquired and 104 pairs of lower extremities were compared according to the position of the indexed lower ex

SurgeryMedicine
5
Article|20 citations·2021
Cross-Sectional Association between Hypercholesterolemia and Knee Pain in the Elderly with Radiographic Knee Osteoarthritis: Data from the Korean National Health and Nutritional Examination Survey
Byung Woo Cho, Du Seong Kim, Hyuck Min Kwon, Ick Hwan Yang, Woo-Suk Lee, Kwan Kyu Park
SJR Q1Journal of Clinical MedicineOA

Few studies have reported the relationship between knee pain and hypercholesterolemia in the elderly population with osteoarthritis (OA), independent of other variables. The aim of this study was to reveal the association between knee pain and metabolic diseases including hypercholesterolemia using a large-scale cohort. A cross-sectional study was conducted using data from the Korea National Health and the Nutrition Examination Survey (KNHANES-V, VI-1; 2010–2013). Among the subjects aged ≥60 yea

RheumatologyMedicine
6
Article|18 citations·2020
High Pelvic Incidence Is Associated with Disease Progression in Nontraumatic Osteonecrosis of the Femoral Head
Hyuck Min Kwon, Ick-Hwan Yang, Kwan Kyu Park, Byung Woo Cho, Jin Hwa Kam, Youngho Kong, Jae‐Ho Yang, Woo-Suk Lee
SJR Q1Clinical Orthopaedics and Related ResearchOA

BACKGROUND: Although several factors exacerbate osteonecrosis of the femoral head (ONFH), little is known about whether pelvic sagittal parameters are associated with a greater risk of ONFH progression. QUESTIONS/PURPOSES: The purpose of this study was to investigate the association between pelvic sagittal parameters and disease progression (collapse of the femoral head) in patients with nontraumatic ONFH. METHODS: From March 2010 through December 2016, we saw 401 patients with unilateral ONFH d

Orthopedics and Sports MedicineMedicine
7
Article|18 citations·2020
Anatomical tibial component is related to more medial tibial stress shielding after total knee arthroplasty in Korean patients
Byung Woo Cho, Hyuck Min Kwon, Yong Jae Hong, Kwan Kyu Park, Ick Hwan Yang, Woo-Suk Lee
SJR Q1Knee Surgery Sports Traumatology ArthroscopyOA

PURPOSE: This study aimed to investigate stress shielding of anatomical tibial components (ATCs) in comparison to conventional symmetric tibial components (STCs) in Korean patients which may be related to medial tibial bone loss. METHOD: 78 knees in 59 patients with ATCs (Persona™) and 74 knees in 58 patients with STCs (NexGen LPS-Flex™) were retrospectively reviewed. Radiographic parameters and clinical outcomes in both groups were compared. Logistic regression analysis was performed to identif

SurgeryMedicine
8
Article|17 citations·2022
Preoperative Carbohydrate Drink Intake Increases Glycemic Variability in Patients with Type 2 Diabetes Mellitus in Total Joint Arthroplasty: A Prospective Randomized Trial
Bora Lee, So Yeon Kim, Byung Woo Cho, Sungmin Suh, Kwan Kyu Park, Yong Seon Choi
SJR Q1World Journal of SurgeryOA

BACKGROUND: Preoperative carbohydrate treatment attenuates insulin resistance and improves metabolism to an anabolic state. Despite these benefits, impaired glycemic control and aspiration risk related to gastroparesis represent concerns for patients with diabetes undergoing surgery. This randomized controlled trial investigated the effects of oral carbohydrate therapy on perioperative glucose variability, metabolic responses, and gastric volume in diabetic patients undergoing elective total hip

SurgeryMedicine
9
Article|14 citations·2014
Transpedicular curettage and drainage versus combined anterior and posterior surgery in infectious spondylodiscitis
Byung Ho Lee, Jin‐Oh Park, Hak‐Sun Kim, Hwan‐Mo Lee, Byung Woo Cho, Seong-Hwan Moon
SJR Q3Indian Journal of OrthopaedicsOA
SurgeryMedicine
10
Article|14 citations·2022
Effect of Preoperative Oral Carbohydrates on Insulin Resistance in Older Adults Who Underwent Total Hip or Knee Arthroplasty: A Prospective Randomized Trial
Yong Seon Choi, Byung Woo Cho, Hye Jin Kim, Yong Suk Lee, Kwan Kyu Park, Bora Lee
SJR Q1Journal of the American Academy of Orthopaedic SurgeonsOA

INTRODUCTION: Preoperative carbohydrate drinks are recommended to reduce fasting time before surgery. Older adults are at risk of pulmonary aspiration and hyperglycemia after consuming carbohydrate drinks because of increased insulin resistance and delayed gastric emptying. We investigated the effects of oral carbohydrate drinks on perioperative insulin resistance, metabolic responses, and gastric volume in older adults. METHODS: Fifty-six patients (aged more than 65 years) were randomly assigne

SurgeryMedicine
11
Article|13 citations·2022
Biomechanical effect of anatomical tibial component design on load distribution of medial proximal tibial bone in total knee arthroplasty
Byung Woo Cho, Kyoung‐Tak Kang, Hyuck Min Kwon, Woo-Suk Lee, Ick Hwan Yang, Ji Hyung Nam, Yong‐Gon Koh, Kwan Kyu Park
SJR Q1Bone and Joint ResearchOA

Aims This study aimed to identify the effect of anatomical tibial component (ATC) design on load distribution in the periprosthetic tibial bone of Koreans using finite element analysis (FEA). Methods 3D finite element models of 30 tibiae in Korean women were created. A symmetric tibial component (STC, NexGen LPS-Flex) and an ATC (Persona) were used in surgical simulation. We compared the FEA measurements (von Mises stress and principal strains) around the stem tip and in the medial half of the p

SurgeryMedicine
12
Article|10 citations·2023
Evaluation of lateral and anterior center-edge angles according to sex and anterior pelvic plane tilt angle: a three-dimensional quantitative analysis
Kee-Bum Hong, Woo-Suk Lee, Kyutae Kang, Kyoung Tak Kang, Byung Woo Cho
SJR Q1Journal of Orthopaedic Surgery and ResearchOA

BACKGROUND: This study aimed to quantitatively evaluate lateral center-edge angle (LCEA) and anterior center-edge angle (ACEA) according to sex and the anterior pelvic plane (APP) tilt angle and analyze the correlation between these measurements and acetabular coverage. METHODS: Computed tomography scans of 71 adults (38 men and 33 women) with normal hip joints were obtained. LCEA, anterior ACEA, and acetabular coverage were measured with APP tilt every 5° from - 30° to + 30° and were compared b

SurgeryMedicine
13
Article|10 citations·2022
Acetabular labral tear is associated with high pelvic incidence with or without femoroacetabular impingement morphology
Hyuck Min Kwon, Byung Woo Cho, Sung Jun Kim, Ick-Hwan Yang, Kwan Kyu Park, Nak‐Hoon Son, Woo-Suk Lee
SJR Q1Knee Surgery Sports Traumatology ArthroscopyOA

PURPOSE: The aim of this study was to investigate the association between pelvic sagittal parameters and acetabular labral tears. METHODS: Three-hundred and sixty-five patients (449 hips) who underwent magnetic resonance imaging (MRI) or magnetic resonance arthrogram (MRA) for hip pain were enrolled in this study. Pelvic sagittal parameters, including the pelvic incidence, pelvic tilt, and sacral slope, were measured with a standing lumbosacral lateral radiograph. All subjects were divided into

SurgeryMedicine
14
Article|9 citations·2022
Knee Extension Is Related to the Posteriorly Deviated Gravity Line to the Pelvis in Young Adults: Radiographic Analysis Using Low-Dose Biplanar X-ray
Jun Young Park, Byung Woo Cho, Hyuck Min Kwon, Kwan Kyu Park, Woo-Suk Lee
SJR Q2Yonsei Medical JournalOA

The GL-H using GL, not the SVA using C7PL, was a significant radiographic factor associated with the sagKA.

SurgeryMedicine
15
Article|9 citations·2022
Multiple Drilling with Recombinant Human Bone Morphogenetic Protein-2 in Korean Patients with Non-Traumatic Osteonecrosis of the Femoral Head: A Prospective Randomized Pilot Study with a Minimum Two-Year Follow-Up
Jun Young Park, Byung Woo Cho, Hyuck Min Kwon, Woo-Suk Lee, Kwan Kyu Park
SJR Q1Journal of Clinical MedicineOA

We sought to determine whether multiple drilling (MD) combined with the injection of recombinant human bone morphogenetic protein-2 (rhBMP-2) and β-tricalcium phosphate (β-TCP) could improve survival of the femoral head in pre-collapse lesions of non-traumatic osteonecrosis of the femoral head (ONFH) as compared with MD alone. We conducted a single-site, off-label, comparative and prospective cohort study between November 2017 and May 2019. We enrolled 25 hips (25 patients) with non-traumatic ON

Orthopedics and Sports MedicineMedicine

Research Areas

SurgeryRheumatologyOrthopedics and Sports MedicineBiomedical EngineeringElectrical and Electronic EngineeringBiochemistry

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