1.Deep Learning Techniques for Ear Diseases Based on Segmentation of the Normal Tympanic Membrane
Yong Soon PARK ; Jun Ho JEON ; Tae Hoon KONG ; Tae Yun CHUNG ; Young Joon SEO
Clinical and Experimental Otorhinolaryngology 2023;16(1):28-36
Objectives:
. Otitis media is a common infection worldwide. Owing to the limited number of ear specialists and rapid development of telemedicine, several trials have been conducted to develop novel diagnostic strategies to improve the diagnostic accuracy and screening of patients with otologic diseases based on abnormal otoscopic findings. Although these strategies have demonstrated high diagnostic accuracy for the tympanic membrane (TM), the insufficient explainability of these techniques limits their deployment in clinical practice.
Methods:
. We used a deep convolutional neural network (CNN) model based on the segmentation of a normal TM into five substructures (malleus, umbo, cone of light, pars flaccida, and annulus) to identify abnormalities in otoscopic ear images. The mask R-CNN algorithm learned the labeled images. Subsequently, we evaluated the diagnostic performance of combinations of the five substructures using a three-layer fully connected neural network to determine whether ear disease was present.
Results:
. We obtained the receiver operating characteristic (ROC) curve of the optimal conditions for the presence or absence of eardrum diseases according to each substructure separately or combinations of substructures. The highest area under the curve (0.911) was found for a combination of the malleus, cone of light, and umbo, compared with the corresponding areas under the curve of 0.737–0.873 for each substructure. Thus, an algorithm using these five important normal anatomical structures could prove to be explainable and effective in screening abnormal TMs.
Conclusion
. This automated algorithm can improve diagnostic accuracy by discriminating between normal and abnormal TMs and can facilitate appropriate and timely referral consultations to improve patients’ quality of life in the context of primary care.
2.Successful Simultaneous Treatment of Benign Stricture and Colonic Neoplasm Arising from Colonic Interposition after Esophagectomy: A Case Report
Seung Hee KIM ; Jin Won KIM ; Seon-Young PARK ; Hyun-Soo KIM ; Chae June LIM ; Gang Han LEE ; Jae Woong LIM ; Young Eun SEO ; Shin Young PARK ; Yo Han LEE ; Yong-Wook JUNG ; Woo Rim KANG ; Hye-Su YOU ; Dong Hyun KIM
The Korean Journal of Gastroenterology 2023;82(3):140-144
Colonic interposition is the main procedure used in esophageal reconstruction. We report a rare case of simultaneous treatment of an anastomotic site stricture and a neoplasm in the interpositioned colon. A 69-year-old female visited our outpatient clinic with symptoms of progressive dysphagia for 1 year. At the age of 30 years, the patient underwent esophagectomy with retrosternal colonic interposition because of severe esophageal burns after chemical ingestion. Upper gastrointestinal endoscopy revealed stricture at the anastomosis site and a 10-mm flat elevated high-grade dysplasia in the interpositioned colon. First, through-the-scope balloon dilatation was performed for strictures. However, stenosis was observed during the second upper gastrointestinal endoscopy session.Therefore, a second session of through-the-scope balloon dilatation was performed, and simultaneously, endoscopic submucosal dissection was also successfully performed. After 2 months of follow-up, stenosis persisted; consequently, balloon dilatation was performed. No recurrence of neoplasm was confirmed endoscopically. Through-the-scope balloon dilatation of the stricture site and simultaneous endoscopic submucosal dissection of the neoplasm in the interpositioned colon were successfully performed.
3.Reconstruction of Tracheal Defect by Sternocleidomastoid Muscle Flap Covered with Skin Graft: A Case Report
Soo Kyung JANG ; Gang Hyeon SEO ; Sun CHOI ; Seok Hyun PARK ; Jin Hwan KIM ; Dong Jin LEE
Korean Journal of Head and Neck Oncology 2021;37(1):63-66
Supracricoid partial laryngectomy (SCPL) with cricohyoidoepiglottopexy (CHEP) or cricohyoidopexy (CHP) involves the removal of the whole thyroid cartilage, both true and false vocal cords, the ventricles, and the paraglottic spaces, sparing the cricoid cartilage, hyoid bone, and at least one functional and mobile cricoarytenoid unit. Reconstruction is performed by suturing of the cricoid cartilage up tightly to the hyoid bone, so trachea-releasing procedures are needed to prevent leakage at anastomosis site. In case of advanced tranglottic cancer invading tracheal tracheal wall, we need to perform additional circumferentrial tracheal wall resection. However, when we perform SCPL, circumferential resection of tracheal wall is limited because SCPL procedure itself needs releasing of tracheal length. We report a case of advanced transglottic cancer involving tracheal wall treated with induction chemotherapy and SCPL including tracheal wall resection with reconstruction of tracheal defect by sternocleidomastoid muscle flap covered with skin graft.
4.Reconstruction of Tracheal Defect by Sternocleidomastoid Muscle Flap Covered with Skin Graft: A Case Report
Soo Kyung JANG ; Gang Hyeon SEO ; Sun CHOI ; Seok Hyun PARK ; Jin Hwan KIM ; Dong Jin LEE
Korean Journal of Head and Neck Oncology 2021;37(1):63-66
Supracricoid partial laryngectomy (SCPL) with cricohyoidoepiglottopexy (CHEP) or cricohyoidopexy (CHP) involves the removal of the whole thyroid cartilage, both true and false vocal cords, the ventricles, and the paraglottic spaces, sparing the cricoid cartilage, hyoid bone, and at least one functional and mobile cricoarytenoid unit. Reconstruction is performed by suturing of the cricoid cartilage up tightly to the hyoid bone, so trachea-releasing procedures are needed to prevent leakage at anastomosis site. In case of advanced tranglottic cancer invading tracheal tracheal wall, we need to perform additional circumferentrial tracheal wall resection. However, when we perform SCPL, circumferential resection of tracheal wall is limited because SCPL procedure itself needs releasing of tracheal length. We report a case of advanced transglottic cancer involving tracheal wall treated with induction chemotherapy and SCPL including tracheal wall resection with reconstruction of tracheal defect by sternocleidomastoid muscle flap covered with skin graft.
5.Relationship between Horse Racing Addiction and Health Status Indicators
Sang Gu NA ; Young Kyu PARK ; Young Ah CHOI ; Sung Min CHO ; Kyung Shik LEE ; Gang Seok SEO ; Sung Won PARK ; Se Jong KIM ; Soo Yeon LEE
Korean Journal of Health Promotion 2018;18(2):71-82
BACKGROUND: The purpose of this study is to investigate relationship between the horse racing addiction and the health status indicators. METHODS: Surveys were conducted with visitors of the Korea Racing Association in Gyeonggi-do, from September 1 to September 24, 2017. We used the questionnaire, which contains questions to assess the horse racing addiction, mood depression, health-related quality of life, smoking amount, alcohol dependency, etc. Survey data were analyzed through t-test, chi-square test, logistic regression analysis, and multiple regression analysis by SPSS program (IBM Corp., Chicago, IL, USA). RESULTS: The pathological gambling group was 47.5% (n=38) of the visitors, and they showed a different racecourse use behavior compared to the normal group. In addition, we found that the pathological gambling group had a significantly different health-related quality of life score and a depression score from the normal group, and that the addiction score and the depression score had a linear correlation. CONCLUSIONS: Among the racecourse visitors, the ratio of the pathological gambler was considerably high, and the pathological gambling group showed different health-related quality of life score and a depression score compared to the normal group; especially, the depression score has a significant correlation with horse racing addiction. Therefore, the horse racing association and the health authorities should recognize the seriousness of the horse racing addiction, make an effort to select high risk users, and prepare a program to prevent pathological gambling.
Continental Population Groups
;
Depression
;
Gambling
;
Gyeonggi-do
;
Health Status Indicators
;
Horses
;
Humans
;
Korea
;
Logistic Models
;
Quality of Life
;
Smoke
;
Smoking
6.Effect of School-Based Social Skills Training Program on Peer Relationships: Preliminary Study
Hong Shik ROH ; Jung Uk SHIN ; Jae Woo LEE ; Yeon Woo LEE ; Tae Won KIM ; Ji Young KIM ; Mi Ri PARK ; Gang Sik SONG ; Sang Soo SEO
Journal of the Korean Academy of Child and Adolescent Psychiatry 2018;29(1):14-25
OBJECTIVES: The aim of this study was to evaluate the effect of a school-based social skills training program on peer relationships in children and adolescents and to assess the plan for effective school-based mental health services. METHODS: The Child and Adolescent Mental Health Promotion Team of Bugok National Hospital conducted 7-sessioned school-based social skills training for elementary and middle school students (n=90). Changes in peer relationships were evaluated before and after application of the program using a name generator question. RESULTS: The social skills training program increased peer relations, indicating significant changes in social network indices. CONCLUSION: The social skills training program positively influenced peer relationships. The school-based social skills training program can be expected to have positive effects on school-based mental health services. Future investigation is needed to validate the long term effects of this program.
Adolescent
;
Child
;
Education
;
Humans
;
Mental Health
;
Mental Health Services
;
Social Skills
7.Relationship between Horse Racing Addiction and Health Status Indicators
Sang Gu NA ; Young Kyu PARK ; Young Ah CHOI ; Sung Min CHO ; Kyung Shik LEE ; Gang Seok SEO ; Sung Won PARK ; Se Jong KIM ; Soo Yeon LEE
Korean Journal of Health Promotion 2018;18(2):71-82
BACKGROUND:
The purpose of this study is to investigate relationship between the horse racing addiction and the health status indicators.
METHODS:
Surveys were conducted with visitors of the Korea Racing Association in Gyeonggi-do, from September 1 to September 24, 2017. We used the questionnaire, which contains questions to assess the horse racing addiction, mood depression, health-related quality of life, smoking amount, alcohol dependency, etc. Survey data were analyzed through t-test, chi-square test, logistic regression analysis, and multiple regression analysis by SPSS program (IBM Corp., Chicago, IL, USA).
RESULTS:
The pathological gambling group was 47.5% (n=38) of the visitors, and they showed a different racecourse use behavior compared to the normal group. In addition, we found that the pathological gambling group had a significantly different health-related quality of life score and a depression score from the normal group, and that the addiction score and the depression score had a linear correlation.
CONCLUSIONS
Among the racecourse visitors, the ratio of the pathological gambler was considerably high, and the pathological gambling group showed different health-related quality of life score and a depression score compared to the normal group; especially, the depression score has a significant correlation with horse racing addiction. Therefore, the horse racing association and the health authorities should recognize the seriousness of the horse racing addiction, make an effort to select high risk users, and prepare a program to prevent pathological gambling.
8.Effects of School-Based Social Skills Training Program on Alexithymic Tendency: Preliminary Study.
Min Soo KIM ; Jung Uk SHIN ; Young Ryeol LEE ; Yeon Woo LEE ; Kyung Ae JUNG ; Dool Nam JUNG ; Mi Ri PARK ; Gang Sik SONG ; Sang Soo SEO
Journal of the Korean Academy of Child and Adolescent Psychiatry 2016;27(3):216-225
OBJECTIVES: The purposes of this study are to evaluate the effect of a school-based social skills training program on the emotional regulation of children and adolescents and to assess the plan for effective school-based mental health services. METHODS: The Child and Adolescent Mental health promotion team of Bugok National Hospital conducted school-based social skills training (N=90, 7 sessions) for elementary and middle school students. Evaluations were conducted before and after the application of the program using a prosocial behavior questionnaire, a cohesiveness questionnaire, the Korean version of the 20-item Toronto Alexithymia Scale, a self-esteem scale, and the Novaco anger scale, in order to identify any changes. RESULTS: The social skills training program increased the prosocial behavior and cohesiveness of the children and adolescents and decreased their alexithymic tendency and degree of anger, but did not significantly change their self-esteem. CONCLUSION: The social skills training program positively influences the emotional and behavioral levels of children and adolescents. The emotional regulation program based on a social skills training program is expected to have positive results in school-based mental health services. Future investigations are needed to validate the long term effects of this program.
Adolescent
;
Affective Symptoms
;
Anger
;
Child
;
Education*
;
Humans
;
Mental Health
;
Mental Health Services
;
Social Skills*
9.Optimal hemoglobin level for anemia treatment in a cohort of hemodialysis patients.
Mi Yeon JUNG ; Soon Young HWANG ; Yu Ah HONG ; Su Young OH ; Jae Hee SEO ; Young Mo LEE ; Sang Won PARK ; Jung Sun KIM ; Joon Kwang WANG ; Jeong Yup KIM ; Ji Eun LEE ; Gang Jee KO ; Heui Jung PYO ; Young Joo KWON
Kidney Research and Clinical Practice 2015;34(1):20-27
BACKGROUND: Anemia is a major risk factor that contributes to mortality in patients with chronic kidney disease. There is controversy over the optimal hemoglobin (Hb) target in these patients. This study investigated the association between Hb level and mortality in a cohort of hemodialysis (HD) patients in Korea. METHODS: This study was a multicenter prospective observational study of maintenance HD patients that was performed for 5 years in western Seoul, Korea. Three hundred and sixty-two participants were enrolled. Laboratory values and mortality were accessed every 6 months. Repeated measures of laboratory values in each interval were averaged to obtain one semiannual mean value. The Hb values were divided into six groups: (1) Hb<9 g/dL; (2) 9 g/dL< or =Hb<10 g/dL; (3) 10 g/dL< or =Hb<11 g/dL; (4) 11 g/dL< or =Hb<12 g/dL; (5) 12 g/dL< or =Hb<13 g/dL; and (6) Hb> or =13 g/dL. We analyzed the odds ratio for all-cause mortality, based on the Hb group, and adjusted for demographics and various laboratory values. Statistics were performed with SAS, version 9.1 software (SAS Institute Inc., Cary, NC, USA). RESULTS: Mortality odds ratios relative to the reference group (10-11 g/dL) in the fully adjusted model were 3.61 for<9 g/dL; 3.17 for 9-10 g/dL*; 4.65 for 11-12 g/dL*; 5.50 for 12-13 g/dL*; and 2.05 for> or =13 g/dL (* indicates P<0.05). CONCLUSION: In this study, a Hb level of 10-11 g/dL was associated with the lowest mortality among the groups with Hb level<13 g/dL. Larger interventional trials are warranted to determine the optimal Hb target for Korean HD patients.
Anemia*
;
Cohort Studies*
;
Demography
;
Humans
;
Korea
;
Mortality
;
Observational Study
;
Odds Ratio
;
Prospective Studies
;
Renal Dialysis*
;
Renal Insufficiency, Chronic
;
Risk Factors
;
Seoul
10.Splenic Injury after Colonoscopy in Patient on Anti-Platelet Agents : A Case Study.
Se Jun KIM ; Hyun Taek SEO ; Il Eok JO ; Woo Hyuk KWON ; Hong Min PARK ; Yong Kyu LEE
Keimyung Medical Journal 2015;34(2):192-196
Colonoscopy is frequently used for lower GI tract screening tests. Although rare, splenic injury may develop in the high-risk patients on anticoagulants or antiplatelet agents. A 78-year-old female visited our hospital complaining of chest pain. She had taken antihyperlipidemic and antiplatelet agent with hyperlipidemia and 20%-stenosis in the left anterior descending artery. She was taken polypectomy after colonoscopy 4 years ago. The next day, after a follow-up colonoscopy for polypectomy, she complained epigastric and left upper abdominal discomfort. Pain intensity was not high, but next day, epigastric pain was increased, so coronary angiography was performed 2 days later using anticoagulants. Coronary angiography showed 40~50%-stenosis in the left anterior descending artery. Another antiplatelet agent was added. After 72 hours on colonoscopy, her pain was localized upper left abdominal area. Abdominal CT showed intracapsular bleeding in the spleen with a small amount of hemoperitoneum in the pelvis. Since her vital signs were stable, she was treated with conservative management. Her pain improved and discharged. One month later, she was taken Abdominal CT. CT showed the size of intracapsular fluid collection in the spleen was increased, but the whole fluid collection was liquidized. 2 weeks later, follow-up sonography showed the size of fluid collection conspicuously was reduced. The case reported herein is a splenic Injury after Colonoscopy in patient on antiplatelet agents.
Aged
;
Anticoagulants
;
Arteries
;
Chest Pain
;
Colonoscopy*
;
Coronary Angiography
;
Female
;
Follow-Up Studies
;
Hemoperitoneum
;
Hemorrhage
;
Humans
;
Hyperlipidemias
;
Lower Gastrointestinal Tract
;
Mass Screening
;
Pelvis
;
Platelet Aggregation Inhibitors
;
Spleen
;
Tomography, X-Ray Computed
;
Vital Signs

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