1.Artificial intelligence-assisted prediction of bile duct bifurcation site in pure laparoscopic donor right hepatectomy: a retrospective feasibility study
Jiyoung BAIK ; Namkee OH ; Gyu-Seong CHOI ; Jinsoo RHU ; Jongman KIM
Annals of Surgical Treatment and Research 2026;110(6):359-365
Purpose:
Accurate identification of the bile duct bifurcation site is crucial in pure laparoscopic donor right hepatectomy (PLDRH) for living donor liver transplantation. This study aimed to develop and evaluate a deep learning model to predict the bile duct bifurcation site for surgical precision.
Methods:
We retrospectively analyzed 55 PLDRH procedures conducted between August 2021 and April 2022. A deep learning model combining UNet with a MiT-B3 encoder was trained on 150 manually annotated frames. We then incorporated expert-reviewed pseudo-labels from an additional 901 frames to refine the model. Performance was evaluated using 5-fold cross-validation and an independent test set.
Results:
Clinical evaluation showed a 97% accuracy in 5-fold cross-validation and 93.3% accuracy in the independent test set. From the initial to final model, dice similarity coefficient improved from 0.392 to 0.472, intersection over union from 0.279 to 0.339, and sensitivity from 0.487 to 0.643, while specificity remained consistent at 0.993.
Conclusion
The proposed artificial intelligence (AI) model demonstrated strong clinical performance in predicting the bile duct bifurcation site during PLDRH. Despite modest quantitative scores, the high clinical accuracy highlights the potential of integrating AI for precise donor hepatectomy.
2.Dietary management of pediatric patients with kidney disease: recommendations by the Korean Society of Pediatric Nephrology and the Korean Society of Clinical Nutrition
Yo Han AHN ; Hee Gyung KANG ; Jiyoung SONG ; Sangmi HAN ; Eujin PARK ; Jin-Soon SUH ; Jeong Yeon KIM ; Min Ji PARK ; Keum Hwa LEE ; Seon Hee LIM ; Kyeong Hun SHIN ; Hyunji KO ; Hyun Joo LEE ; Eunyoung JEONG ; Jinsu KIM ; Sohyun PARK ; Eonju CHOI ; Yuri SEO ; Kyooyung OH ; Jin Kyoung KIM ; Hyun Kyung LEE
Childhood Kidney Diseases 2026;30(1):4-14
Pediatric kidney disease has a relatively lower prevalence than do other pediatric conditions and has a notably different etiology from kidney diseases observed in adults. Furthermore, the pediatric population is unique in that they experience ongoing growth and development, distinguishing them from adult patients. Consequently, pediatric patients with kidney disease require more specialized and meticulous nutritional management than do adults. To address this need and promote optimal dietary practices for pediatric patients with kidney disease, pediatric nephrologists from the Korean Society of Pediatric Nephrology and nutritionists from the Korean Society of Clinical Nutrition have collaborated to establish nutritional guidelines specifically tailored to Korean dietary patterns. These guidelines offer detailed, nutrient-specific recommendations covering energy, protein, calcium, phosphorus, and potassium consumption while providing practical, culturally relevant guidance intended to support both pediatric patients and their caregivers.
3.Event-based surveillance in the Republic of Korea: assessment of the effectiveness of Epidemic Intelligence from Open Sources
Seontae Kim ; Jia Lee ; Jiyoung Oh ; Ji Loo Lee ; Geehyuk Kim ; Jaehwa Chung ; Yunhee Lee ; Yongmoon Kim ; Sangwoo Tak
Western Pacific Surveillance and Response 2025;16(3):53-59
In 2023, the Republic of Korea’s Korea Disease Control and Prevention Agency (KDCA) enhanced its event-based surveillance practices by using the World Health Organization’s (WHO) Epidemic Intelligence from Open Sources (EIOS) to actively screen and share information about potential public health threats to the country. This report describes the preliminary assessment of the results of implementing these enhanced event-based surveillance activities from June to October 2023. During this period, 425 (0.4%) events were detected globally by the KDCA from 99 945 media articles, with the highest frequency reported in Asia (185, 43.5%) and North America (81, 19.1%). The most frequently reported diseases or conditions were dengue fever (111, 26.1%) and mpox (32, 7.5%). Eight events were detected early by the KDCA using EIOS before being officially listed on WHO’s Event Information Site (EIS) or in Disease Outbreak News (DON), with an average interval of 20 days (range: 5–41) between the detection date and posting on EIS or DON. Thus, EIOS is efficient in aiding early detection of potential public health threats at the national level. This finding highlights the importance of sustaining international cooperation and support to enhance surveillance capabilities in resource-limited settings and expanding the scope of EIOS, including by incorporating additional sources and sources in additional languages, reducing noise. However, as the current report is based on a descriptive analysis, in the future a systematic evaluation of event-based surveillance using EIOS to identify relevant attributes will need to be conducted.
4.Impact of low tacrolimus level on graft rejection, survival, and hepatocellular carcinoma recurrence
Hayeon DO ; Namkee OH ; Jiyoung BAIK ; Suk Min GWON ; Youngju RYU ; Eunjin LEE ; Sunghyo AN ; Jinsoo RHU ; Gyu-Seong CHOI ; Jae-Won JOH ; Jongman KIM
Annals of Liver Transplantation 2025;5(2):124-133
Background:
Tacrolimus is a key immunosuppressant after liver transplantation.Although guideline-recommended trough levels are 4–10 ng/mL, concerns about nephrotoxicity, metabolic complications, and malignancies have led to interest in minimizing tacrolimus use. However, the effects of lower tacrolimus levels on graft rejection and hepatocellular carcinoma (HCC) recurrence remain unclear.
Methods:
We conducted a single-center, retrospective study of adult patients (≥19 years) who underwent living donor liver transplantation between January 2000 and December 2021. Patients were divided into low tacrolimus (FK) (<6 ng/mL) and high FK (≥6 ng/mL) groups based on tacrolimus levels measured 1–2 years post-transplantation. We analyzed overall survival, biopsy-proven rejection-free survival, and HCC recurrence-free survival in relevant subgroups. Cox proportional hazards regression identified predictors of mortality, rejection, and HCC recurrence.
Results:
Among 1,117 recipients, 941 were in the low FK group and 176 in the high FK group. Landmark analysis showed significantly better 10-year overall survival in the low FK group (82.8% vs. 68.8%, p=0.016), while rejection-free survival did not differ significantly beyond 2 years (p=0.098), despite early separation favoring the low FK group (p<0.001). Higher tacrolimus levels independently predicted increased mortality (hazard ratio [HR]=1.98, 95% confidence interval [CI] 1.35–2.89; p<0.001) and rejection (HR=2.20, 95% CI 1.48–3.27; p<0.001). Among 614 HCC patients, landmark analysis revealed no significant difference in recurrence-free survival (77.7% vs. 81.2%, p=0.288) or overall survival (77.3% vs. 65.8%, p=0.215), and FK levels were not independently associated with either outcome.
Conclusion
Maintaining tacrolimus levels below 6 ng/mL was associated with better survival and rejection outcomes without increasing HCC recurrence, suggesting dose minimization may be feasible in selected patients.
5.Neuroblastoma: A 2020 Survey Conducted by the Korean Association of Pediatric Surgeons
Hee-Beom YANG ; Soo Min AHN ; Min Jeng CHO ; Yong-Hoon CHO ; Soo Jin Na CHOI ; Yoon Mi CHOI ; Jae Hee CHUNG ; Seok Joo HAN ; In Geol HO ; Jeong HONG ; Kyong IHN ; Yeon Jun JEONG ; Eunyoung JUNG ; Dae Youn KIM ; Hae-Young KIM ; Ki Hoon KIM ; Seong Chul KIM ; Soo-Hong KIM ; Eun-Jung KOO ; Hyun Hee KWON ; Yong Jae KWON ; Nam-Hyuk LEE ; Ju Yeon LEE ; Sanghoon LEE ; Jung-Man NAMGOONG ; Chaeyoun OH ; Jung-Tak OH ; Jin Young PARK ; Junbeom PARK ; Jeong-Meen SEO ; Jae Ho SHIN ; Hyun Beak SHIN ; Joohyun SIM ; Jiyoung SUL ; Joon Kee YOUN ; Hyun-Young KIM
Advances in Pediatric Surgery 2025;31(2):66-76
Purpose:
To report a nationwide survey on neuroblastoma conducted by the Korean Association of Pediatric Surgeons (KAPS) in 2020.
Methods:
The clinical data of pediatric patients diagnosed with and treated for neuroblastoma from 2005 to 2019 in 19 hospitals of KAPS members were collected. Survival and prognostic factor analyses were performed using the log rank test and Cox proportional hazard analysis. A p-value <0.05 was considered significant.
Results:
A total of 669 patients with neuroblastoma were registered for the study. The results were presented and discussed at the 36th annual meeting of the KAPS, which was held in Seoul on August 21, 2020.
Conclusion
This study provides information on patient demographics, prognostic outcomes, and comprehensive treatment outcomes for neuroblastoma. The study is expected to be an important reference for improving pediatric surgeons’ understanding and treatment of neuroblastoma.
6.Dietary management of pediatric patients with kidney disease: recommendations by The Korean Society of Pediatric Nephrology and The Korean Society of Clinical Nutrition
Yo Han AHN ; Hee Gyung KANG ; Jiyoung SONG ; Sangmi HAN ; Eujin PARK ; Jin-Soon SUH ; Jeong Yeon KIM ; Min Ji PARK ; Keum Hwa LEE ; Seon Hee LIM ; Kyeong Hun SHIN ; Hyunji KO ; Hyun Joo LEE ; Eunyoung JEONG ; Jinsu KIM ; Sohyun PARK ; Eonju CHOI ; Yuri SEO ; Kyooyung OH ; Jin Kyoung KIM ; Hyun Kyung LEE
Kidney Research and Clinical Practice 2025;44(6):863-874
Pediatric kidney disease has a relatively lower prevalence than do other pediatric conditions and has a notably different etiology from kidney diseases observed in adults. Furthermore, the pediatric population is unique in that they experience ongoing growth and development, distinguishing them from adult patients. Consequently, pediatric patients with kidney disease require more specialized and meticulous nutritional management than do adults. To address this need and promote optimal dietary practices for pediatric patients with kidney disease, pediatric nephrologists from the Korean Society of Pediatric Nephrology and nutritionists from the Korean Society of Clinical Nutrition have collaborated to establish nutritional guidelines specifically tailored to Korean dietary patterns. These guidelines offer detailed, nutrient-specific recommendations covering energy, protein, calcium, phosphorus, and potassium consumption while providing practical, culturally relevant guidance intended to support both pediatric patients and their caregivers.
7.Performance of indicators used in regular risk assessments for COVID-19 in association with contextual factors
Sujin HONG ; Jiyoung OH ; Jia LEE ; Yongmoon KIM ; Bryan Inho KIM ; Min Jei LEE ; Hyunjung KIM ; Sangwoo TAK
Osong Public Health and Research Perspectives 2024;15(5):420-428
Objectives:
This study aimed to summarize the results of coronavirus disease 2019 (COVID-19) risk assessments and to examine the associations between risk levels and various indicators, including COVID-19 incidence, risk perception, community mobility, and government policy.
Methods:
The results of the risk assessment and the indicators utilized were summarized. From November 2021 to May 2022, the COVID-19 risk level was evaluated on a weekly basis, and its correlation with these indicators was analyzed. Data were obtained from press releases by the Korea Disease Control and Prevention Agency, regular surveys conducted by Hankook Research, and information available on the Google and Oxford websites.
Results:
Weekly risk assessments were conducted for 30 weeks, using different indices depending on the phases. Correlation analysis revealed the strongest positive correlation between risk level and risk perception (r=0.841). The risk level from “1-week lead” demonstrated a strong positive correlation with the time-varying reproduction number (Rt). Similarly, the risk level from “week lagged value” showed a strong positive correlation with the number of severe cases in the hospital.
Conclusion
At the time of risk assessment, the Rt precedes the risk level, while severe cases in hospitals follow. Therefore, the assessed risk level functioned as an early warning system. Risk perception demonstrated the strongest correlation with the risk level, suggesting consistency throughout the assessment period. Contextual indicators (e.g., risk perception) that consider time lags and implementation scales, could improve the evaluation of future risk assessment results, particularly when there are challenges in reflecting specific situations in coordinated emergency response.
8.Performance of indicators used in regular risk assessments for COVID-19 in association with contextual factors
Sujin HONG ; Jiyoung OH ; Jia LEE ; Yongmoon KIM ; Bryan Inho KIM ; Min Jei LEE ; Hyunjung KIM ; Sangwoo TAK
Osong Public Health and Research Perspectives 2024;15(5):420-428
Objectives:
This study aimed to summarize the results of coronavirus disease 2019 (COVID-19) risk assessments and to examine the associations between risk levels and various indicators, including COVID-19 incidence, risk perception, community mobility, and government policy.
Methods:
The results of the risk assessment and the indicators utilized were summarized. From November 2021 to May 2022, the COVID-19 risk level was evaluated on a weekly basis, and its correlation with these indicators was analyzed. Data were obtained from press releases by the Korea Disease Control and Prevention Agency, regular surveys conducted by Hankook Research, and information available on the Google and Oxford websites.
Results:
Weekly risk assessments were conducted for 30 weeks, using different indices depending on the phases. Correlation analysis revealed the strongest positive correlation between risk level and risk perception (r=0.841). The risk level from “1-week lead” demonstrated a strong positive correlation with the time-varying reproduction number (Rt). Similarly, the risk level from “week lagged value” showed a strong positive correlation with the number of severe cases in the hospital.
Conclusion
At the time of risk assessment, the Rt precedes the risk level, while severe cases in hospitals follow. Therefore, the assessed risk level functioned as an early warning system. Risk perception demonstrated the strongest correlation with the risk level, suggesting consistency throughout the assessment period. Contextual indicators (e.g., risk perception) that consider time lags and implementation scales, could improve the evaluation of future risk assessment results, particularly when there are challenges in reflecting specific situations in coordinated emergency response.
9.Guideline for Minimizing Radiation Exposure of Interventionalists during Fluoroscopy-guided Interventional Procedures
Il Sang SHIN ; Yun Nah LEE ; Jun Kyu LEE ; Joo Seong KIM ; Sung Bum KIM ; Jiyoung KEUM ; Chang Hoon OH ; Kang Won LEE ; Joowon CHUNG ; Lyo Min KWON ; Nam Hee KIM ; Sang Soo LEE ; Byoung Kwan SON ; Miyoung CHOI
The Korean Journal of Gastroenterology 2024;84(6):251-264
As fluoroscopy-guided interventional procedures gain popularity, the associated health threats from radiation exposure to interventionalists during these procedures are increasing. Therefore, an understanding of the potential risks of radiation and careful consideration on minimizing exposure to radiation during the procedures are of paramount importance. The Korean Pancreatobiliary Association has developed a clinical practice guideline to minimize radiation exposure during fluoroscopy-guided interventional procedures. This guideline provides recommendations to deal with the risk of radiation exposure to interventionalists who perform fluoroscopy-guided procedures, and emphasizes the importance of proper and practical approaches to avoid unnecessary radiation exposure.
10.Guideline for Minimizing Radiation Exposure of Interventionalists during Fluoroscopy-guided Interventional Procedures
Il Sang SHIN ; Yun Nah LEE ; Jun Kyu LEE ; Joo Seong KIM ; Sung Bum KIM ; Jiyoung KEUM ; Chang Hoon OH ; Kang Won LEE ; Joowon CHUNG ; Lyo Min KWON ; Nam Hee KIM ; Sang Soo LEE ; Byoung Kwan SON ; Miyoung CHOI
The Korean Journal of Gastroenterology 2024;84(6):251-264
As fluoroscopy-guided interventional procedures gain popularity, the associated health threats from radiation exposure to interventionalists during these procedures are increasing. Therefore, an understanding of the potential risks of radiation and careful consideration on minimizing exposure to radiation during the procedures are of paramount importance. The Korean Pancreatobiliary Association has developed a clinical practice guideline to minimize radiation exposure during fluoroscopy-guided interventional procedures. This guideline provides recommendations to deal with the risk of radiation exposure to interventionalists who perform fluoroscopy-guided procedures, and emphasizes the importance of proper and practical approaches to avoid unnecessary radiation exposure.


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