Hyeokjae Kwon

Dr. Hyeokjae Kwon

orcid

Research Focus & Metrics

Academic Career Length

5Years (2022-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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19 September 2023 in Journal of Clinical Medicine
Verified
Journal Article
Open access
PDF file
BSBokeun Song
Bokeun Song
JKJeonghee Kim
Jeonghee Kim
HKHyeokjae Kwon
Hyeokjae Kwon
SKSun Je Kim
Sun Je Kim
SOSang-Ha Oh
Sang-Ha Oh
SSSeung Han Song
Seung Han Song
The accurate assessment of wound size is a critical step in advanced wound care management. This study aims to introduce and validate a Light Detection and Ranging (LiDAR) technique for measuring wound size. Twenty-eight wounds treated from December 2022 to April 2023 at the Chungnam National University Hospital were analyzed. All the wounds were measured using three techniques: conventional ruler methods, the LiDAR technique, and ImageJ analysis. Correlation analysis, linear regression, and Bland–Altman plot analysis were performed to validate the accuracy of the novel method. The measurement results (mean ± standard deviation) obtained using the ruler method, LiDAR technique, and ImageJ analysis were 112.99 ± 110.07 cm2, 73.59 ± 72.97 cm2, and 74.29 ± 72.15 cm2, respectively. The Pearson correlation coefficient was higher for the LiDAR application (0.995) than for the conventional ruler methods (mean difference, −5.0000 cm2), as was the degree of agreement (mean difference, 38.6933 cm2). Wound size measurement using LiDAR is a simple and reliable method that will enable practitioners to conveniently assess wounds with a flattened and irregular shape with higher accuracy. However, non-flattened wounds cannot be assessed owing to the technical limitations of LiDAR.

1 December 2023 in Journal of Clinical Medicine
Verified
Journal Article
Open access
PDF file
BSBokeun Song
Bokeun Song
HKHyeokjae Kwon
Hyeokjae Kwon
SKSun Je Kim
Sun Je Kim
YHYooseok Ha
Yooseok Ha
SOSang-Ha Oh
Sang-Ha Oh
SSSeung Han Song
Seung Han Song
Marginal reflex distance1 (MRD1) is a crucial clinical tool used to evaluate the position of the eyelid margin in relation to the cornea. Traditionally, this assessment has been conducted manually by plastic surgeons, ophthalmologists, or trained technicians. However, with the advancements in artificial intelligence (AI) technology, there is a growing interest in the development of automated systems capable of accurately measuring MRD1. In this context, we introduce novel MRD1 measurement methods based on deep learning algorithms that can simultaneously capture images and compute the results. This prospective observational study involved 154 eyes of 77 patients aged over 18 years who visited Chungnam National University Hospital between 1 January 2023 and 29 July 2023. We collected four different MRD1 datasets from patients using three distinct measurement methods, each tailored to the individual patient. The mean MRD1 values, measured through the manual method using a penlight, the deep learning method, ImageJ analysis from RGB eye images, and ImageJ analysis from IR eye images in 56 eyes of 28 patients, were 2.64 ± 1.04 mm, 2.85 ± 1.07 mm, 2.78 ± 1.08 mm, and 3.07 ± 0.95 mm, respectively. Notably, the strongest agreement was observed between MRD1_deep learning (DL) and MRD1_IR (0.822, p < 0.01). In a Bland–Altman plot, the smallest difference was observed between MRD1_DL and MRD1_IR ImageJ, with a mean difference of 0.0611 and ΔLOA (limits of agreement) of 2.5162, which was the smallest among all of the groups. In conclusion, this novel MRD1 measurement method, based on an IR camera and deep learning, demonstrates statistical significance and can be readily applied in clinical settings.

6 October 2024 in World Journal of Clinical Cases
Verified
Journal Article
Open access
JKJiyoung Kim
Jiyoung Kim
DKDonghyun Kim
Donghyun Kim
SOSang-Ha Oh
Sang-Ha Oh
HKHyeokjae Kwon
Hyeokjae Kwon
BACKGROUND Traditional paper-based preoperative patient education is a struggle for new nurses and requires extensive training. In this situation, virtual reality technology can help the new nurses. Despite its potential benefits, there are studies on patient satisfaction but there is limited information on the usability of virtual reality (VR) technology for new nurses in giving preoperative education to patients. AIM To investigate the impact on satisfaction, usability, and burnout of a system using VR technology in preoperative patient education. METHODS The study involved 20 nurses from the plastic surgery ward and 80 patients admitted between April and May 2019. Each nurse taught four patients: Two using traditional verbal education and two using virtual reality. The System Usability Scale, After-Scenario Questionnaire, and Maslach Burnout Inventory (MBI) were employed to evaluate the impact of these education methods. RESULTS The VR education groups showed a statistically higher satisfaction than the traditional verbal education groups. Among the three subscales of the MBI, emotional exhaustion and personal accomplishment improved statistically significantly. VR was also better in terms of usability. CONCLUSION This study suggests VR enhances usability and reduces burnout in nurses, but further research is needed to assess its impact on depersonalization and objective measures like stress and heart rate.

7 February 2023 in Journal of Dermatological Treatment
Verified
Journal Article
Open access
HKHyeokjae Kwon
Hyeokjae Kwon
SLSeokui Lee
Seokui Lee
JKJiyoung Kim
Jiyoung Kim
SSSeung Han Song
Seung Han Song
Background: Cell-based therapies are popular in the field of reconstructive surgery. The stromal vascular fraction (SVF), comprised of mature adipocytes or blood, reportedly has a regenerative effect; however the mechanism remains unclear. This study aimed to prove the viability and effectiveness of using SVF in scar treatment. Methods: This prospective double-blind study involved 20 patients who visited an outpatient clinic for 2 years, from July 2016 to July 2018, and underwent scar revision for traumatic or surgical scars. After scar revision surgery performed by a single surgeon, patient scars were divided into experimental and control sides. The subcutaneous layer of the experimental and control sides were injected with 0.1 mL/cm of SVF and normal saline, respectively. Each side was evaluated using the Patient and Observer Scar Assessment Scale (POSAS) before and six months after the surgery. Results: Of the 20 patients who underwent scar revision surgery and SVF treatment, 4 dropped out for personal reasons. In 11 of 12 POSAS items, the experimental side showed significant improvements compared to the control side. Conclusions: Although more research is needed, autologous SVF is a valuable source of regenerative medicine that can be swiftly and inexpensively prepared from human fat tissue.

18 March 2023 in Journal of Clinical Monitoring and Computing
Verified
Journal Article
Closed access
PDF file
HKHyeokjae Kwon
Hyeokjae Kwon
JLjinsun lee
jinsun lee
YPYunsung Park
Yunsung Park
SOSang-Ha Oh
Sang-Ha Oh
JKJiyoung Kim
Jiyoung Kim

16 July 2024 in World Journal of Clinical Cases
Verified
Journal Article
Open access
YHYooseok Ha
Yooseok Ha
JKJeong-Hee Kim
Jeong-Hee Kim
JKJiyoung Kim
Jiyoung Kim
HKHyeokjae Kwon
Hyeokjae Kwon
BACKGROUND Diabetic foot ulcers are caused by a variety of factors, including peripheral neuropathy, peripheral arterial disease, impaired wound healing mechanisms, and repetitive trauma. Patients with diabetic foot ulcer on the dorsum of the foot are often treated surgically. However, the right non-surgical therapy must be chosen if surgical choices are contraindicated or if the patient prefers conservative treatment over surgery. CASE SUMMARY The purpose of this case report is to highlight the efficacy of polydeoxyribonucleotide (PDRN) injection as a non-surgical treatment option for diabetic foot ulcers on the dorsum of the foot, particularly in patients who choose against surgical intervention. This case report presents two cases of diabetic foot ulcers located on the dorsum of the foot that were successfully treated with PDRN injection as a non-surgical intervention. CONCLUSION If the patient declines surgery for diabetic ulcers with Wagner grade II or below, PDRN injection can be effective if necrotic tissue is removed and the wound bed kept clean.