1.Generative Adversarial Network-Based Image Conversion Among Different Computed Tomography Protocols and Vendors: Effects on Accuracy and Variability in Quantifying Regional Disease Patterns of Interstitial Lung Disease
Hye Jeon HWANG ; Hyunjong KIM ; Joon Beom SEO ; Jong Chul YE ; Gyutaek OH ; Sang Min LEE ; Ryoungwoo JANG ; Jihye YUN ; Namkug KIM ; Hee Jun PARK ; Ho Yun LEE ; Soon Ho YOON ; Kyung Eun SHIN ; Jae Wook LEE ; Woocheol KWON ; Joo Sung SUN ; Seulgi YOU ; Myung Hee CHUNG ; Bo Mi GIL ; Jae-Kwang LIM ; Youkyung LEE ; Su Jin HONG ; Yo Won CHOI
Korean Journal of Radiology 2023;24(8):807-820
Objective:
To assess whether computed tomography (CT) conversion across different scan parameters and manufacturers using a routable generative adversarial network (RouteGAN) can improve the accuracy and variability in quantifying interstitial lung disease (ILD) using a deep learning-based automated software.
Materials and Methods:
This study included patients with ILD who underwent thin-section CT. Unmatched CT images obtained using scanners from four manufacturers (vendors A-D), standard- or low-radiation doses, and sharp or medium kernels were classified into groups 1–7 according to acquisition conditions. CT images in groups 2–7 were converted into the target CT sty le (Group 1: vendor A, standard dose, and sharp kernel) using a RouteGAN. ILD was quantified on original and converted CT images using a deep learning-based software (Aview, Coreline Soft). The accuracy of quantification was analyzed using the dice similarity coefficient (DSC) and pixel-wise overlap accuracy metrics against manual quantification by a radiologist. Five radiologists evaluated quantification accuracy using a 10-point visual scoring system.
Results:
Three hundred and fifty CT slices from 150 patients (mean age: 67.6 ± 10.7 years; 56 females) were included. The overlap accuracies for quantifying total abnormalities in groups 2–7 improved after CT conversion (original vs. converted: 0.63vs. 0.68 for DSC, 0.66 vs. 0.70 for pixel-wise recall, and 0.68 vs. 0.73 for pixel-wise precision; P < 0.002 for all). The DSCs of fibrosis score, honeycombing, and reticulation significantly increased after CT conversion (0.32 vs. 0.64, 0.19 vs. 0.47, and 0.23 vs. 0.54, P < 0.002 for all), whereas those of ground-glass opacity, consolidation, and emphysema did not change significantly or decreased slightly. The radiologists’ scores were significantly higher (P < 0.001) and less variable on converted CT.
Conclusion
CT conversion using a RouteGAN can improve the accuracy and variability of CT images obtained using different scan parameters and manufacturers in deep learning-based quantification of ILD.
2.Clinical Features and Long-term Prognosis of Crohn’s Disease in Korea: Results from the Prospective CONNECT Study
Seung Wook HONG ; Byong Duk YE ; Jae Hee CHEON ; Ji Hyun LEE ; Ja Seol KOO ; Byung Ik JANG ; Kang-Moon LEE ; You Sun KIM ; Tae Oh KIM ; Jong Pil IM ; Geun Am SONG ; Sung-Ae JUNG ; Hyun Soo KIM ; Dong Il PARK ; Hyun-Soo KIM ; Kyu Chan HUH ; Young-Ho KIM ; Jae Myung CHA ; Geom Seog SEO ; Chang Hwan CHOI ; Hyun Joo SONG ; Gwang Ho BAIK ; Ji Won KIM ; Sung Jae SHIN ; Young Sook PARK ; Chang Kyun LEE ; Jun LEE ; Sung Hee JUNG ; Yunho JUNG ; Sung Chul PARK ; Young-Eun JOO ; Yoon Tae JEEN ; Dong Soo HAN ; Suk-Kyun YANG ; Hyo Jong KIM ; Won Ho KIM ; Joo Sung KIM
Gut and Liver 2022;16(6):907-920
Background/Aims:
The prospective Crohn’s Disease Clinical Network and Cohort Study is a nationwide multicenter cohort study of patients with Crohn’s disease (CD) in Korea, aiming to prospectively investigate the clinical features and long-term prognosis associated with CD.
Methods:
Patients diagnosed with CD between January 2009 and September 2019 were prospectively enrolled. They were divided into two cohorts according to the year of diagnosis: cohort 1 (diagnosed between 2009 and 2011) versus cohort 2 (between 2012 and 2019).
Results:
A total of 1,175 patients were included, and the median follow-up duration was 68 months (interquartile range, 39.0 to 91.0 months). The treatment-free durations for thiopurines (p<0.001) and anti-tumor necrosis factor agents (p=0.018) of cohort 2 were shorter than those of cohort 1. Among 887 patients with B1 behavior at diagnosis, 149 patients (16.8%) progressed to either B2 or B3 behavior during follow-up. Early use of thiopurine was associated with a reduced risk of behavioral progression (adjusted hazard ratio [aHR], 0.69; 95% confidence interval [CI], 0.50 to 0.90), and family history of inflammatory bowel disease was associated with an increased risk of behavioral progression (aHR, 2.29; 95% CI, 1.16 to 4.50). One hundred forty-one patients (12.0%) underwent intestinal resection, and the intestinal resection-free survival time was significantly longer in cohort 2 than in cohort 1 (p=0.003). The early use of thiopurines (aHR, 0.35;95% CI, 0.23 to 0.51) was independently associated with a reduced risk of intestinal resection.
Conclusions
The prognosis of CD in Korea appears to have improved over time, as evidenced by the decreasing intestinal resection rate. Early use of thiopurines was associated with an improved prognosis represented by a reduced risk of intestinal resection.
3.2020 Korean Guidelines for Cardiopulmonary Resuscitation. Part 5. Post-cardiac arrest care
Young-Min KIM ; Kyung Woon JEUNG ; Won Young KIM ; Yoo Seok PARK ; Joo Suk OH ; Yeon Ho YOU ; Dong Hoon LEE ; Minjung Kathy CHAE ; Yoo Jin JEONG ; Min Chul KIM ; Eun Jin HA ; Kyoung Jin HWANG ; Won-Seok KIM ; Jae Myung LEE ; Kyoung-Chul CHA ; Sung Phil CHUNG ; June Dong PARK ; Han-Suk KIM ; Mi Jin LEE ; Sang-Hoon NA ; Ai-Rhan Ellen KIM ; Sung Oh HWANG ;
Clinical and Experimental Emergency Medicine 2021;8(S):S41-S64
4.2020 Korean Guidelines for Cardiopulmonary Resuscitation. Part 5. Post-cardiac arrest care
Young-Min KIM ; Kyung Woon JEUNG ; Won Young KIM ; Yoo Seok PARK ; Joo Suk OH ; Yeon Ho YOU ; Dong Hoon LEE ; Minjung Kathy CHAE ; Yoo Jin JEONG ; Min Chul KIM ; Eun Jin HA ; Kyoung Jin HWANG ; Won-Seok KIM ; Jae Myung LEE ; Kyoung-Chul CHA ; Sung Phil CHUNG ; June Dong PARK ; Han-Suk KIM ; Mi Jin LEE ; Sang-Hoon NA ; Ai-Rhan Ellen KIM ; Sung Oh HWANG ;
Clinical and Experimental Emergency Medicine 2021;8(S):S41-S64
5.Poor Preoperative Glycemic Control Is Associated with Dismal Prognosis after Radical Nephroureterectomy for Upper Tract Urothelial Carcinoma: A Korean Multicenter Study.
Sung Gu KANG ; Eu Chang HWANG ; Seung Il JUNG ; Ho Song YU ; Ho Seok CHUNG ; Taek Won KANG ; Dong Deuk KWON ; Jun Eul HWANG ; Jun Seok KIM ; Joon Hwa NOH ; Jae Hyung YOU ; Myung Ki KIM ; Tae Hoon OH ; Ill Young SEO ; Seung BAIK ; Chul Sung KIM ; Seok Ho KANG ; Jun CHEON
Cancer Research and Treatment 2016;48(4):1293-1301
PURPOSE: The purpose of this study is to evaluate the effect of diabetes mellitus (DM) and preoperative glycemic control on prognosis in Korean patients with upper tract urothelial carcinoma (UTUC) who underwent radical nephroureterectomy (RNU). MATERIALS AND METHODS: A total of 566 patients who underwent RNU at six institutions between 2004 and 2014 were reviewed retrospectively. Kaplan-Meier and Cox regression analyses were performed to assess the association between DM, preoperative glycemic control, and recurrence-free, cancer-specific, and overall survival. RESULTS: The median follow-up period was 33.8 months (interquartile range, 41.4 months). A total of 135 patients (23.8%) had DM and 67 patients (11.8%) had poor preoperative glycemic control. Patients with poor preoperative glycemic control had significantly shorter median recurrence-free, cancer-specific, and overall survival than patients with good preoperative glycemic control and non-diabetics (all, p=0.001). In multivariable Cox regression analysis, DM with poor preoperative glycemic control showed association with worse recurrence-free survival (hazard ratio [HR], 2.26; 95% confidence interval [CI], 1.31 to 3.90; p=0.003), cancer-specific survival (HR, 2.96; 95% CI, 1.80 to 4.87; p=0.001), and overall survival (HR, 2.13; 95% CI, 1.40 to 3.22; p=0.001). CONCLUSION: Diabetic UTUC patients with poor preoperative glycemic control had significantly worse oncologic outcomes than diabetic UTUC patients with good preoperative glycemic control and non-diabetics. Further investigation is needed to elucidate the exact mechanism underlying the impact of glycemic control on UTUC treatment outcome.
Carcinoma, Transitional Cell
;
Diabetes Mellitus
;
Follow-Up Studies
;
Humans
;
Prognosis*
;
Retrospective Studies
;
Treatment Outcome
6.Myometrial relaxation of mice via expression of two pore domain acid sensitive K⁺ (TASK-2) channels.
Kyu Sang KYEONG ; Seung Hwa HONG ; Young Chul KIM ; Woong CHO ; Sun Chul MYUNG ; Moo Yeol LEE ; Ra Young YOU ; Chan Hyung KIM ; So Yeon KWON ; Hikaru SUZUKI ; Yeon Jin PARK ; Eun Hwan JEONG ; Hak Soon KIM ; Heon KIM ; Seung Woon LIM ; Wen Xie XU ; Sang Jin LEE ; Il Woon JI
The Korean Journal of Physiology and Pharmacology 2016;20(5):547-556
Myometrial relaxation of mouse via expression of two-pore domain acid sensitive (TASK) channels was studied. In our previous report, we suggested that two-pore domain acid-sensing K⁺ channels (TASK-2) might be one of the candidates for the regulation of uterine circular smooth muscles in mice. In this study, we tried to show the mechanisms of relaxation via TASK-2 channels in marine myometrium. Isometric contraction measurements and patch clamp technique were used to verify TASK conductance in murine myometrium. Western blot and immunehistochemical study under confocal microscopy were used to investigate molecular identity of TASK channel. In this study, we showed that TEA and 4-AP insensitive non-inactivating outward K⁺ current (NIOK) may be responsible for the quiescence of murine pregnant longitudinal myometrium. The characteristics of NIOK coincided with two-pore domain acid-sensing K⁺ channels (TASK-2). NIOK in the presence of K⁺ channel blockers was inhibited further by TASK inhibitors such as quinidine, bupivacaine, lidocaine, and extracellular acidosis. Furthermore, oxytocin and estrogen inhibited NIOK in pregnant myometrium. When compared to non-pregnant myometrium, pregnant myometrium showed stronger inhibition of NIOK by quinidine and increased immunohistochemical expression of TASK-2. Finally, TASK-2 inhibitors induced strong myometrial contraction even in the presence of L-methionine, a known inhibitor of stretch-activated channels in the longitudinal myometrium of mouse. Activation of TASK-2 channels seems to play an essential role for relaxing uterus during pregnancy and it might be one of the alternatives for preventing preterm delivery.
Acidosis
;
Animals
;
Blotting, Western
;
Bupivacaine
;
Estrogens
;
Female
;
Isometric Contraction
;
Lidocaine
;
Methionine
;
Mice*
;
Microscopy, Confocal
;
Muscle, Smooth
;
Myometrium
;
Oxytocin
;
Pregnancy
;
Quinidine
;
Relaxation*
;
Tea
;
Uterine Contraction
;
Uterus
7.Aspergillus clavatus Y2H0002 as a New Endophytic Fungal Strain Producing Gibberellins Isolated from Nymphoides pe ltata in Fresh Water.
Young Hyun YOU ; Tae Won KWAK ; Sang Mo KANG ; Myung Chul LEE ; Jong Guk KIM
Mycobiology 2015;43(1):87-91
Eighteen endophytic fungi with different colony morphologies were isolated from the roots of Nymphoides peltata growing in the Dalsung wetland. The fungal culture filtrates of the endophytic fungi were treated to Waito-c rice seedling to evaluate their plant growth-promoting activities. Culture filtrate of Y2H0002 fungal strain promoted the growth of the Waito-c rice seedlings. This strain was identified on the basis of sequences of the partial internal transcribed spacer region and the partial beta-tubulin gene. Upon chromatographic analysis of the culture filtrate of Y2H0002 strain, the gibberellins (GAs: GA1, GA3, and GA4) were detected and quantified. Molecular and morphological studies identified the Y2H0002 strain as belonging to Aspergillus clavatus. These results indicated that A. clavatus improves the growth of plants and produces various GAs, and may participate in the growth of plants under diverse environmental conditions.
Aspergillus*
;
Fresh Water*
;
Fungi
;
Gibberellins*
;
Plants
;
Seedlings
;
Tubulin
;
Wetlands
8.Characteristics of the Germline MEN1 Mutations in Korea: A Literature Review.
Seong Cheol LEE ; Jun Won MIN ; You Me KIM ; Myung Chul CHANG
Korean Journal of Endocrine Surgery 2014;14(1):7-11
PURPOSE: Multiple endocrine neoplasia type 1 (MEN-1) is an autosomal dominant disease caused by the MEN1 germline mutation. We reviewed previous reports in order to summarize the characteristics of germline MEN1 mutation in Korea. METHODS: We retrieved the relevant literature regarding MEN1 germline mutation in Korea using the Pubmed (http://www.pubmed.org/) and Koreamed (http://www.koreamed.org/) databases from 2000 to 2012. We evaluated the pedigree of the patients in order to exclude the same, repeated families. We collected all data on the types of mutations and clinical characteristics. RESULTS: There were nine studies with 12 cases of MEN1 mutations in Korea. Two cases were sporadic MEN-1. C.196_200dupAGCCC was reported in three families. There were six cases of frameshift mutation, three cases of missense mutation, two cases of nonsense mutation, and one case of splice site mutation. Five mutations were novel mutations not previously reported. CONCLUSION: We summarized the characteristics of germline MEN1 mutations in Korea. Genetic testing of MEN1 is rare in Korea; however, it will be useful in preclinical diagnosis and genetic counseling.
Codon, Nonsense
;
Diagnosis
;
Frameshift Mutation
;
Genetic Counseling
;
Genetic Testing
;
Germ-Line Mutation
;
Humans
;
Korea
;
Multiple Endocrine Neoplasia Type 1*
;
Mutation, Missense
;
Pedigree
9.Bromocriptine-Treated Giant Lactating Adenoma: A Case Report with Imaging Findings.
Bong Man KIM ; Myung Chul CHANG ; Jun Won MIN ; You Me KIM
Journal of the Korean Society of Medical Ultrasound 2013;32(3):221-225
Lactating adenoma is a benign breast disease that occurs during pregnancy or lactational periods. Here we report on a case of rapidly enlarging lactating adenoma in a 28-year-old postpartum woman, which was mistaken for a malignant breast tumor. Treatment with bromocriptine resulted in a rapid reduction of the mass, suggesting that bromocriptine could be used for shrinking lactating adenoma and to facilitate surgical removal. We describe its imaging findings, including ultrasonographic findings with correlative histologic features, confirmed by surgical excision.
Adenoma*
;
Adult
;
Breast
;
Breast Diseases
;
Breast Neoplasms
;
Bromocriptine
;
Female
;
Humans
;
Lactation
;
Postpartum Period
;
Pregnancy
10.Mechanism of Relaxation Via TASK-2 Channels in Uterine Circular Muscle of Mouse.
Seung Hwa HONG ; Rohyun SUNG ; Young Chul KIM ; Hikaru SUZUKI ; Woong CHOI ; Yeon Jin PARK ; Ill Woon JI ; Chan Hyung KIM ; Sun Chul MYUNG ; Moo Yeol LEE ; Tong Mook KANG ; Ra Young YOU ; Kwang Ju LEE ; Seung Woon LIM ; Hyo Yung YUN ; Young Jin SONG ; Wen Xie XU ; Hak Soon KIM ; Sang Jin LEE
The Korean Journal of Physiology and Pharmacology 2013;17(4):359-365
Plasma pH can be altered during pregnancy and at labor. Membrane excitability of smooth muscle including uterine muscle is suppressed by the activation of K+ channels. Because contractility of uterine muscle is regulated by extracellular pH and humoral factors, K+ conductance could be connected to factors regulating uterine contractility during pregnancy. Here, we showed that TASK-2 inhibitors such as quinidine, lidocaine, and extracellular acidosis produced contraction in uterine circular muscle of mouse. Furthermore, contractility was significantly increased in pregnant uterine circular muscle than that of non-pregnant muscle. These patterns were not changed even in the presence of tetraetylammonium (TEA) and 4-aminopyridine (4-AP). Finally, TASK-2 inhibitors induced strong myometrial contraction even in the presence of L-methionine, a known inhibitor of stretchactivated channels in myometrium. When compared to non-pregnant myometrium, pregnant myometrium showed increased immunohistochemical expression of TASK-2. Therefore, TASK-2, seems to play a key role during regulation of myometrial contractility in the pregnancy and provides new insight into preventing preterm delivery.
4-Aminopyridine
;
Acidosis
;
Animals
;
Contracts
;
Female
;
Hydrogen-Ion Concentration
;
Lidocaine
;
Membranes
;
Methionine
;
Mice
;
Muscle, Smooth
;
Muscles
;
Myometrium
;
Plasma
;
Pregnancy
;
Quinidine
;
Relaxation
;
Uterine Contraction
;
Uterus

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