1.Deep learning-based automatic segmentation of the mandibular canal on panoramic radiographs: A multi-device study
Moe Thu Zar AUNG ; Sang-Heon LIM ; Jiyong HAN ; Su YANG ; Ju-Hee KANG ; Jo-Eun KIM ; Kyung-Hoe HUH ; Won-Jin YI ; Min-Suk HEO ; Sam-Sun LEE
Imaging Science in Dentistry 2024;54(1):81-91
Purpose:
The objective of this study was to propose a deep-learning model for the detection of the mandibular canal on dental panoramic radiographs.
Materials and Methods:
A total of 2,100 panoramic radiographs (PANs) were collected from 3 different machines: RAYSCAN Alpha (n=700, PAN A), OP-100 (n=700, PAN B), and CS8100 (n=700, PAN C). Initially, an oral and maxillofacial radiologist coarsely annotated the mandibular canals. For deep learning analysis, convolutional neural networks (CNNs) utilizing U-Net architecture were employed for automated canal segmentation. Seven independent networks were trained using training sets representing all possible combinations of the 3 groups. These networks were then assessed using a hold-out test dataset.
Results:
Among the 7 networks evaluated, the network trained with all 3 available groups achieved an average precision of 90.6%, a recall of 87.4%, and a Dice similarity coefficient (DSC) of 88.9%. The 3 networks trained using each of the 3 possible 2-group combinations also demonstrated reliable performance for mandibular canal segmentation, as follows: 1) PAN A and B exhibited a mean DSC of 87.9%, 2) PAN A and C displayed a mean DSC of 87.8%, and 3) PAN B and C demonstrated a mean DSC of 88.4%.
Conclusion
This multi-device study indicated that the examined CNN-based deep learning approach can achieve excellent canal segmentation performance, with a DSC exceeding 88%. Furthermore, the study highlighted the importance of considering the characteristics of panoramic radiographs when developing a robust deep-learning network, rather than depending solely on the size of the dataset.
2.Comparison of the efficacy and complications of endoscopic incisional therapy and balloon dilatation for benign esophageal strictures
Eun Jeong CHOI ; Sam Ryong JEE ; Sang Heon LEE ; Ji Hyun KIM ; Jun Sik YOON ; Jae Hyuk HEO ; Seung Jung YU ; Hee Won BAEK ; Hong Sub LEE
Kosin Medical Journal 2022;37(4):291-298
Background:
Benign esophageal strictures are treated endoscopically, often with balloon dilatation (BD) or bougie dilators. However, recurrent esophageal strictures have been reported after BD, and severe complications sometimes occur. The aim of this study was to compare the efficacy and complications of endoscopic incisional therapy (EIT) and BD for benign esophageal strictures.
Methods:
We retrospectively reviewed patients who underwent BD or EIT as primary treatment for benign esophageal strictures between July 2014 and June 2021. Technical success was defined as restoration of the lumen diameter with <30% residual stenosis. Clinical success was defined as no recurrence of dysphagia within 1 month after BD or EIT and an increase of 1 grade or more on the Functional Oral Intake Scale.
Results:
Thirty patients with benign esophageal stricture were enrolled. There were 16 patients in the BD group and 14 patients in the EIT group. No significant differences in technical and clinical success rates were found between the two groups. Furthermore, no significant differences in the re-stricture rate were observed between the groups. There was one complication in the EIT group and three complications in the BD group. Three patients who underwent BD had re-stricture and underwent EIT thereafter, and we regrouped patients who underwent EIT at least once. The clinical success rate was significantly higher in patients regrouped to the EIT group than in patients who underwent BD only.
Conclusions
EIT is not inferior to BD as the primary treatment for benign esophageal strictures, especially for recurrent cases.
3.Genetic characterization of H9N2avian influenza virus previously unrecognized in Korea
Gyeong-Beom HEO ; Soo-Jeong KYE ; Mingeun SAGONG ; Eun-Kyoung LEE ; Kwang-Nyeong LEE ; Yu-Na LEE ; Kang-Seuk CHOI ; Myoung-Heon LEE ; Youn-Jeong LEE
Journal of Veterinary Science 2021;22(2):e21-
In this study, we describe the isolation and characterization of previously unreported Y280-lineage H9N2 viruses from two live bird markets in Korea in June 2020. Genetic analysis revealed that they were distinct from previous H9N2 viruses circulating in Korea and had highest homology to A/chicken/Shandong/1844/2019(H9N2) viruses. Their genetic constellation showed they belonged to genotype S, which is the predominant genotype in China since 2010, where genotype S viruses have infected humans and acted as internal gene donors to H5 and H7 zoonotic influenza viruses. Active surveillance and control measures need to be enhanced to protect the poultry industry and public health.
4.Genetic characterization of H9N2avian influenza virus previously unrecognized in Korea
Gyeong-Beom HEO ; Soo-Jeong KYE ; Mingeun SAGONG ; Eun-Kyoung LEE ; Kwang-Nyeong LEE ; Yu-Na LEE ; Kang-Seuk CHOI ; Myoung-Heon LEE ; Youn-Jeong LEE
Journal of Veterinary Science 2021;22(2):e21-
In this study, we describe the isolation and characterization of previously unreported Y280-lineage H9N2 viruses from two live bird markets in Korea in June 2020. Genetic analysis revealed that they were distinct from previous H9N2 viruses circulating in Korea and had highest homology to A/chicken/Shandong/1844/2019(H9N2) viruses. Their genetic constellation showed they belonged to genotype S, which is the predominant genotype in China since 2010, where genotype S viruses have infected humans and acted as internal gene donors to H5 and H7 zoonotic influenza viruses. Active surveillance and control measures need to be enhanced to protect the poultry industry and public health.
5.Bariatric surgery versus medical therapy in Korean obese patients: prospective multicenter nonrandomized controlled trial (KOBESS trial)
Do Joong PARK ; Sena AN ; Young Suk PARK ; Joo-Ho LEE ; Hyuk-Joon LEE ; Tae Kyung HA ; Yong-Jin KIM ; Seung-Wan RYU ; Sang-Moon HAN ; Moon-Won YOO ; Sungsoo PARK ; Sang-Uk HAN ; Jae-Heon KANG ; Jin-Won KWON ; Yoonseok HEO
Annals of Surgical Treatment and Research 2021;101(4):197-205
Purpose:
The aim of this study was to show that bariatric surgery (BS) is more effective than medical therapy (MT) in Asian obese patients.
Methods:
In this prospective, multicenter, nonrandomized, controlled trial, obese patients with body mass index of ≥35 kg/m2 or 30.0–34.9 kg/m2 with obesity-related comorbidities were assigned to undergo BS, such as laparoscopic sleeve gastrectomy and Roux-en-Y gastric bypass, or MT. Patients who underwent BS were evaluated 4, 12, 24, and 48 weeks after surgery, whereas patients who received MT were monitored at a hospital every 6 weeks for 1 year. At each visit, weight, waist and hip circumference, and blood pressure were measured, and patients underwent physical examination and laboratory testing. Health-related quality of life (HQOL) was investigated using Euro QOL-5 Dimension, Impact of Weight on Quality of Life questionnaire-Lite and Obesity-related Problems scale.
Results:
The study included 264 patients from 13 institutions; of these, 64 underwent BS and 200 received MT. Of the patients who underwent BS, 6.3% experienced early complications. Relative weight changes from baseline to 48 weeks were significantly greater in the BS than in the MT group (26.9% vs. 2.1%, P < 0.001), as were the rates of remission of diabetes (47.8% vs. 16.7%, P = 0.014), hypertension (60.0% vs. 26.1%, P < 0.001), and dyslipidemia (63.2% vs. 22.0%, P < 0.001). HQOL was better in the BS than in the MT group at 48 weeks.
Conclusion
BS was safe and effective in Korean obese patients, with greater weight reduction, remission of comorbidities, and quality of life improvement than MT.
6.Impact of non-hepatic hyperammonemia on mortality in intensive care unit patients: a retrospective cohort study
Jae Heon KIM ; Hankyu JEON ; Sang Soo LEE ; I Re HEO ; Jung Woo CHOI ; Hee Jin KIM ; Ra Ri CHA ; Jae Min LEE ; Hyun Jin KIM
The Korean Journal of Internal Medicine 2021;36(6):1347-1355
Background/Aims:
The effect of hyperammonemia on the mortality in patients with liver cirrhosis is well documented. However, little is known about the impact of hyperammonemia on mortality among intensive care unit patients without hepatic disease. We aimed to investigate factors associated with non-hepatic hyperammonemia among intensive care unit patients and to evaluate the factors related to the 7- and 90-day mortality.
Methods:
Between February 2016 and February 2020, 948 patients without hepatic disease who had 972 episodes of admission to the intensive care unit were retrospectively enrolled and classified as hyperammonemia grades 0 (≤ 80 µg/dL; 585 [60.2%]), 1 (≤ 160 µg/dL; 291 [29.9%]), 2 (≤ 240 µg/dL; 55 [5.7%]), and 3 (> 240 µg/dL; 41 [4.2%]). Factors associated with hyperammonemia and the 7- and 90-day mortality were evaluated by multivariate logistic regression analysis and Cox regression analysis, respectively. Kaplan-Meier survival curves for the 7- and 90-day mortality were constructed.
Results:
The independent risk factors for hyperammonemia were male sex (odds ratio, 1.517), age (0.984/year), acute brain failure (2.467), acute kidney injury (1.437), prothrombin time-international normalized ratio (2.272/unit), and albumin (0.694/g/dL). The 90-day mortality rate in the entire cohort was 24.3% and gradually increased with increasing hyperammonemia grade at admission (17.9%, 28.2%, 43.6%, and 61.0% in patients with grades 0, 1, 2, and 3, respectively). Additionally, non-hepatic hyperammonemia was an independent predictor of the 90- day mortality in intensive care unit patients.
Conclusions
Non-hepatic hyperammonemia is common (39.8%) and associated with the 90-day mortality among intensive care unit patients.
7.Novel reassortants of clade 2.3.4.4 H5N6 highly pathogenic avian influenza viruses possessing genetic heterogeneity in South Korea in late 2017
Yu Na LEE ; Sun Ha CHEON ; Soo Jeong KYE ; Eun Kyoung LEE ; Mingeun SAGONG ; Gyeong Beom HEO ; Yong Myung KANG ; Hyun Kyu CHO ; Yong Joo KIM ; Hyun Mi KANG ; Myoung Heon LEE ; Youn Jeong LEE
Journal of Veterinary Science 2018;19(6):850-854
Novel H5N6 highly pathogenic avian influenza viruses (HPAIVs) were isolated from duck farms and migratory bird habitats in South Korea in November to December 2017. Genetic analysis demonstrated that at least two genotypes of H5N6 were generated through reassortment between clade 2.3.4.4 H5N8 HPAIVs and Eurasian low pathogenic avian influenza virus in migratory birds in late 2017, suggesting frequent reassortment of clade 2.3.4.4 H5 HPAIVs and highlighting the need for systematic surveillance in Eurasian breeding grounds.
Agriculture
;
Animals
;
Birds
;
Breeding
;
Ducks
;
Ecosystem
;
Genetic Heterogeneity
;
Genotype
;
Influenza in Birds
;
Korea
8.2014–2017 Nationwide Bariatric and Metabolic Surgery Report in Korea
In Gyu KWON ; Jong Won KIM ; Gil Ho KANG ; Dong Wook KIM ; Sung Geun KIM ; Seong Min KIM ; Seong Soo KIM ; Yong Jin KIM ; Wook KIM ; Jong Han KIM ; Ji Heon KIM ; Jin Jo KIM ; Ho Goon KIM ; Seung Wan RYU ; Do Joong PARK ; Dong Jin PARK ; Sung Soo PARK ; Yoon Chan PARK ; Joong Min PARK ; Ji Yeon PARK ; Kyung Won SEO ; Byoung Jo SUH ; Soo Min AHN ; Hye Seong AHN ; Moon Won YOO ; Sang Kuon LEE ; Han Hong LEE ; Hyuk Joon LEE ; Kyong Hwa JUN ; Kyung Ook JUNG ; Minyoung CHO ; Seung Ho CHOI ; Man ho HA ; Tae Kyung HA ; Sang Moon HAN ; Sang Uk HAN ; Yoon Seok HEO ; Woo Jin HYUNG ; Joo Ho LEE ;
Journal of Metabolic and Bariatric Surgery 2018;7(2):49-53
PURPOSE: The information committee of the Korean Society for Metabolic and Bariatric Surgery (KSMBS) performed the nationwide survey of bariatric and metabolic operations to report IFSO (International Federation for the Surgery of Obesity and Metabolic Disorders) worldwide survey annually. This study aimed to report the trends of bariatric and metabolic surgery in Korea in 2014–2017. MATERIALS AND METHODS: We analyzed the accumulated nationwide survey data conducted for annual ISFO survey from 2014 to 2017. Trends such as the number of operations by hospital type and the number of operations by surgical method were analyzed. RESULTS: The number of operations has decreased sharply in 2015 comparing to 2014 (913⇒550). The number of operations performed in private hospitals dropped sharply from 529 to 250, 198, and 103 cases. The number of revisional surgeries increased to 223 in 2015. The primary surgery number fell from 757 in 2014 to 327 in 2015. In primary surgery, sleeve gastrectomy was gradually increased from 2014 to 143 (18.9%), 105 (32.1%), 167 (47.2%) and 200 (56.3%) and became the most frequently performed surgery. On the other hand, the incidence of adjustable gastric band decreased gradually from 439 (58.0%) to 117 (35.8%), 112 (31.6%) and 59 (16.6%). CONCLUSION: The overall number of obesity metabolic operations has decreased since 2014, especially the number of adjustable gastric band, and the number of operations in private hospitals declined sharply. On the other hand, the number of operations in university hospitals did not change much, and the number of sleeve gastrectomy increased.
Bariatric Surgery
;
Gastrectomy
;
Hand
;
Hospitals, Private
;
Hospitals, University
;
Incidence
;
Korea
;
Methods
;
Obesity
9.Efficacy and safety of entecavir versus lamivudine over 5 years of treatment: A randomized controlled trial in Korean patients with hepatitis B e antigen-negative chronic hepatitis B.
Kwan Sik LEE ; Young Oh KWEON ; Soon Ho UM ; Byung Ho KIM ; Young Suk LIM ; Seung Woon PAIK ; Jeong HEO ; Heon Ju LEE ; Dong Joon KIM ; Tae Hun KIM ; Young Sok LEE ; Kwan Soo BYUN ; Daeghon KIM ; Myung Seok LEE ; Kyungha YU ; Dong Jin SUH
Clinical and Molecular Hepatology 2017;23(4):331-339
BACKGROUND/AIMS: Long-term data on antiviral therapy in Korean patients with hepatitis B e antigen (HBeAg)-negative chronic hepatitis B (CHB) are limited. This study evaluated the efficacy and safety of entecavir (ETV) and lamivudine (LAM) over 240 weeks. METHODS: Treatment-naive patients with HBeAg-negative CHB were randomized to receive ETV 0.5 mg/day or LAM 100 mg/day during the 96 week double-blind phase, followed by open-label treatment through week 240. The primary endpoint was the proportion of patients with virologic response (VR; hepatitis B virus [HBV] DNA<300 copies/mL) at week 24. Secondary objectives included alanine aminotransferase (ALT) normalization and emergence of ETV resistance (week 96), VR and log reduction in HBV DNA levels (week 240), and safety evaluation. RESULTS: In total, 120 patients (>16 years old) were included (ETV, n=56; LAM, n=64). Baseline characteristics were comparable between the two groups. A significantly higher proportion of ETV-treated patients achieved VR compared to LAM at week 24 (92.9% vs. 67.2%, P=0.0006), week 96 (94.6% vs. 48.4%, P < 0.0001), and week 240 (95.0% vs. 47.6%, P < 0.0001). At week 96, ALT normalization was observed in 87.5% and 51.6% of ETV and LAM patients, respectively (P < 0.0001). Virologic breakthrough occurred in one patient (1.8%) receiving ETV and 26 patients (42.6%) receiving LAM (P < 0.0001) up to week 96. Emergence of resistance to ETV was not detected. The incidence of serious adverse events was low and unrelated to the study medications. CONCLUSIONS: Long-term ETV treatment was superior to LAM, with a significantly higher proportion of patients achieving VR. Both treatments were well tolerated.
Alanine Transaminase
;
DNA
;
Hepatitis B virus
;
Hepatitis B*
;
Hepatitis B, Chronic*
;
Hepatitis*
;
Hepatitis, Chronic*
;
Humans
;
Incidence
;
Lamivudine*
10.A Case of Advanced Gastric Cancer Concomitant with Pyogenic Liver Abscess in the Patient with Subtotal Gastrectomy.
Dong Hee PARK ; Nae Yun HEO ; Heon SA-KONG ; Na Ri JEONG ; Su Jin JEONG ; Sung Jin OH ; Kyung Han NAM
The Korean Journal of Gastroenterology 2017;69(2):143-146
The hematogenous spreading of an infectious pathogen via the portal vein from a mucosal injury in the gastrointestinal tract has been considered as one of the pathologic mechanisms of pyogenic liver abscess. Several studies have presented the association between colorectal cancer and pyogenic liver abscess. However, the cases of stomach cancer concomitant with pyogenic liver abscess have rarely been reported in the world. Herein, we present a case of advanced gastric cancer concomitant with pyogenic liver abscess in a patient who previously underwent subtotal gastrectomy due to peptic ulcer perforation.
Colorectal Neoplasms
;
Gastrectomy*
;
Gastrointestinal Tract
;
Humans
;
Liver Abscess, Pyogenic*
;
Peptic Ulcer Perforation
;
Portal Vein
;
Stomach Neoplasms*

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