• Title/Summary/Keyword: Grading system

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Content-Based Image Retrieval of Chest CT with Convolutional Neural Network for Diffuse Interstitial Lung Disease: Performance Assessment in Three Major Idiopathic Interstitial Pneumonias

  • Hye Jeon Hwang;Joon Beom Seo;Sang Min Lee;Eun Young Kim;Beomhee Park;Hyun-Jin Bae;Namkug Kim
    • Korean Journal of Radiology
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    • v.22 no.2
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    • pp.281-290
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    • 2021
  • Objective: To assess the performance of content-based image retrieval (CBIR) of chest CT for diffuse interstitial lung disease (DILD). Materials and Methods: The database was comprised by 246 pairs of chest CTs (initial and follow-up CTs within two years) from 246 patients with usual interstitial pneumonia (UIP, n = 100), nonspecific interstitial pneumonia (NSIP, n = 101), and cryptogenic organic pneumonia (COP, n = 45). Sixty cases (30-UIP, 20-NSIP, and 10-COP) were selected as the queries. The CBIR retrieved five similar CTs as a query from the database by comparing six image patterns (honeycombing, reticular opacity, emphysema, ground-glass opacity, consolidation and normal lung) of DILD, which were automatically quantified and classified by a convolutional neural network. We assessed the rates of retrieving the same pairs of query CTs, and the number of CTs with the same disease class as query CTs in top 1-5 retrievals. Chest radiologists evaluated the similarity between retrieved CTs and queries using a 5-scale grading system (5-almost identical; 4-same disease; 3-likelihood of same disease is half; 2-likely different; and 1-different disease). Results: The rate of retrieving the same pairs of query CTs in top 1 retrieval was 61.7% (37/60) and in top 1-5 retrievals was 81.7% (49/60). The CBIR retrieved the same pairs of query CTs more in UIP compared to NSIP and COP (p = 0.008 and 0.002). On average, it retrieved 4.17 of five similar CTs from the same disease class. Radiologists rated 71.3% to 73.0% of the retrieved CTs with a similarity score of 4 or 5. Conclusion: The proposed CBIR system showed good performance for retrieving chest CTs showing similar patterns for DILD.

High-Dose-Rate Brachytherapy for Uterine Cervical Cancer : The Results of Different Fractionation Regimen (자궁경부암의 고선량률 근접치료 : 분할선량에 따른 결과 비교)

  • Yoon, Won-Sup;Kim, Tae-Hyun;Yang, Dae-Sik;Choi, Myung-Sun;Kim, Chul-Yong
    • Radiation Oncology Journal
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    • v.20 no.3
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    • pp.228-236
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    • 2002
  • Purpose : Although high-dose-rate (HDR) brachytherapy regimens have been practiced with a variety of modalities and various degrees of success, few studies on the subject have been conducted. The purpose of this study was to compare the results of local control and late complication rate according to different HDR brachytherapy fractionation regimens in uterine cervical cancer patients. Methods and Materials : From November 1992 to March 1998, 224 patients with uterine conical cancer were treated with external beam irradiation and HDR brachytherapy. In external pelvic radiation therapy, the radiation dose was $45\~54\;Gy$ (median dose 54 Gy) with daily fraction size 1.8 Gy, five times per week. In HDR brachytherapy, 122 patients (Group A) were treated with three times weekly with 3 Gy to line-A (isodose line of 2 cm radius from source) and 102 patients (Group B) underwent the HDR brachytherapy twice weekly with 4 or 4.5 Gy to line-A after external beam irradiation. Iridium-192 was used as the source of HDR brachytherapy. Late complication was assessed from grade 1 to 5 using the RTOG morbidity grading system. Results : The local control rate (LCR) at 5 years was $80\%$ in group A and $84\%$ in group B (p=0.4523). In the patients treated with radiation therapy alone, LCR at 5 years was $60.9\%$ in group A and $76.9\%$ in group B (p=0.2557). In post-operative radiation therapy patients, LCR at 5 years was $92.6\%$ In group A and $91.6\%$ in group B (p=0.8867). The incidence of late complication was $18\%$ (22 patients) and $29.4\%$ (30 patients), of bladder complication was $9.8\%$ (12 patients) and $14.7\%$ (15 patients), and of rectal complication was $9.8\%$ (12 patients) and $21.6\%$ (22 patients), in group A and B, respectively. Lower fraction sized HDR brachytherapy was associated with decrease in late complication (p=0.0405) (rectal complication, p=0.0147; bladder complication, p=0.115). The same result was observed in postoperative radiation therapy patients (p=0.0860) and radiation only treated patients (0=0.0370). Conclusion : For radiation only treated patients, a greater number of itemized studies on the proper fraction size of HDR brachytherapy, with consideration for stages and prognostic factors, are required. In postoperative radiation therapy, the fraction size of HDR brachytherapy did not have much effect on local control, yet the incidence of late complication increased with the elevation in fraction size. We suggest that HDR brachytherapy three times weekly with 3 Gy could be an alternative method of therapy.

Integrated Mechanization System on Polyethylene Film Mulching Culture in Sesame (참깨의 비닐피복 기계화 일관작업 체계 연구)

  • Kang, Chul-Whan;Lee, Byoung-Kyu;Ahn, Byoung-Ok;Park, Choong-Bum;Roh, Jae-Hwan;Lee, Seong-Woo;Lee, Seung-Tack;Hong, Jong-Tae;Lee, Sun-Ho;Kim, Seok-Hyeon;Lee, Sang-Chuel;Kim, Wan-Suk
    • KOREAN JOURNAL OF CROP SCIENCE
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    • v.42 no.5
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    • pp.489-496
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    • 1997
  • This study was carried out to develop and investigate integrated mechanization system on polyethylene(P.E.) film mulching culture in sesame. Field trials were carried out to develop optimum mechanics for each step of manual operation in sesame culture and demonstrated those developed mechanics of sesame dibbling vinyl mulcher, sesame binder, sesame thresher and sesame grader at the farmer, s field of Hwasong (Kyunggi-do) in 1994 and 1995. Newly developed sesame dibbling vinyl mulcher brought saving manpower 280 hrs /ha for sowing and P.E. film mulching with it's 98% of labour saving for the harvesting operation of sesame. Sesame Binder showed 93% labour saving for cutting and binding with only 22 hrs /ha compared to 330 hrs /ha that of conventional. Sesame thresher was appeared to have 85% effects of labour saving for threshing with completely dry sesame bundles at one time by 23 hrs /ha compared to 151 hrs /ha that of conventional. Sesame grader was appeared to have 72% effects for sesame grain grading with 12 hrs /ha compared to that of conventional 54 hrs /ha. Grain yield of integrated mechanization culture system showed 6% higher than that of coventional. Integrated mechanization culture system (sesame dibbling vinyl mulcher + sesame binder + sesame thresher + sasame grader) showed 62% of labour saving effects through whole steps of sesame culture by 472 hrs /ha compared to that of conventional 1, 230 hrs /ha.

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An Analysis of Clinical Prognosis Factors of Bell's Palsy (Bell's Palsy의 경과에 대한 예후인자 분석)

  • Min, Young-Kwang;An, Chang-Beohm;Jang, Kyung-Jun;Yoon, Hyun-Min;Kim, Cheol-Hong;Song, Choon-Ho;Kim, Soo-Min;Kim, Jeong-Eun;Park, Jae-Heung
    • Journal of Acupuncture Research
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    • v.25 no.3
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    • pp.163-177
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    • 2008
  • Objectives : This study was designed to evaluate clinical prognosis factors of Bell's palsy patients. Methods : The 100 subjects were chosen from 262 patients over 20years old who was diagnosised Bell's palsy through Acupuncture & Moxibustion and ENT medical specialist after visiting the hospital within 8days of onset of peripheral facial palsy and after Oriental-Western Medicine Treatment, recovered completely or had over three months cares because of incomplete recovery Oriental-Western Medicine Treatment included Acupuncture Treatment, Herb med treatment, medicines treatment, Physical therapy and Electrodiagnostic Test was operated after 7 to 10days after outbreaks of the disease. Clinical prognosis factors were analyzed using House-Brackmann grading system(HBGS) as a measurement of the degree of Facial Palsy. Collected data were analyzed as Chi-Square test, ANOVA test, Independent-Samples t-test regression analysis using SPSS 12.0 WIN Program. Results : 1. There was a significant difference in the results of treatment according to site of palsy, degree of initial palsy, time of initial recovery and existence of recovery after 3weeks from onset as clinical prognosis factors of Bell's Palsy, However, a statistically significant difference was not shown in the results of treatment according to gender, age, existence of Post Auricular Pain, Hypertension, Diabetes and existence of relapse. 2. As a result of overall treatment, 85% of patients were recovered almost entirely and 15% were not recovered completely. 3. There was a significant difference in the onset of Post Auricular Pain and duration of Post Auricular Pain according to the degree of Post Auricular Pain. 4. There was a significant difference in the degree of initial palsy and degree of palsy after 3weeks from onset according to the existence of Post Auricular Pain. However, a statistically significant difference was not shown in the period of time until initial treatment, The time of initial recovery, (H-B), The period from onset to recovey, ENoG value. Conclusions : Based on the above results, prognosis of Bell's palsy was affected by degree of initial palsy, time of initial recovery and existence of recovery after 3weeks from onset.

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Comparative Clinical Study between Oriental Medical and Oriental-Western Medical Treatment on Bell's Palsy (특발성 안면신경 마비(Bell's Palsy)의 한방치료와 한양방 협진치료의 효과에 대한 임상적 비교 연구)

  • Kwon, Na-Hyoun;Shin, Ye-Ji;Kim, Chan-Young;Kho, Pil-Seong;Yi, Won-Il;Joh, Byung-Jin;Woo, Hyun-Su;Baek, Yong-Hyeon;Park, Dong-Suk
    • Journal of Acupuncture Research
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    • v.25 no.3
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    • pp.19-28
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    • 2008
  • Objectives : The purpose of this study is to investigate the therapeutic effects of oriental medical treatment and oriental-western medical treatment on Bell's palsy. Methods : From 1st June, 2006 to 31th August, 2007, 30 Bell's palsy patients who visited the Facial palsy center at East-West Neo Medical Center within 7days of onset and treated for more than 4weeks were randomly divided into two groups. Group A was treated with oriental medical therapy(Acupuncture, Herb, Physical therapy) and Group B with both oriental and western medical therapy(Acupuncture, Herb, Physical therapy, Administration of prednisone). We evaluated the treatment effect of each group with the House-Brackmann Gross Grading System before treatment, after 1week, 2weeks, 3weeks and 4weeks of treatment. Results : After 1week of treatment, Group A showed better performance compared with Group B. After 3weeks and 4 weeks of treatment, Group B showed better performance than Group A. Conclusions : These results proved that combination treatment of oriental and western medicine was more effective than just oriental medical treatment in long term treatment of Bell's palsy. But we discovered that there were no significant differences between the two groups.

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Genetic Analysis of Ultrasound and Carcass Measurement Traits in a Regional Hanwoo Steer Population

  • Hwang, Jeong Mi;Cheong, Jae Kyoung;Kim, Sam Su;Jung, Bong Hwan;Koh, Myung Jae;Kim, Hyeong Cheol;Choy, Yun Ho
    • Asian-Australasian Journal of Animal Sciences
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    • v.27 no.4
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    • pp.457-463
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    • 2014
  • Ultrasound measurements of backfat thickness (UBF), longissimus muscle area (ULMA) and marbling score (UMS) and carcass measurements of carcass weight (CW), backfat thickness (BF), longissimus muscle area (LMA), and marbling score (MS) on 7,044 Hanwoo steers were analyzed to estimate genetic parameters. Data from Hanwoo steers that were raised, finished in Hoengseong-gun, Gangwon-do (province) and shipped to slaughter houses during the period from October 2010 to April 2013 were evaluated. Ultrasound measurements were taken at approximately three months before slaughter by an experienced operator using a B-mode real-time ultrasound device (HS-2000, FHK Co. Ltd., Tokyo, Japan) with a 3.5 MHz linear probe. Ultrasound scanning was on the left side between 13th rib and the first lumbar vertebrae. All slaughtering processes and carcass evaluations were performed in accordance with the guidelines of beef grading system of Korea. To estimate genetic parameters, multiple trait animal models were applied. Fixed effects included in the models were: the effects of farm, contemporary group effects (year-season at the time of ultrasound scanning in the models for UBF, ULMA, and UMS, and year-season at slaughter in the models for CW, BF, LMA, and MS), the effects of ultrasound technicians as class variables and the effects of the age in days at ultrasound scanning or at slaughtering as linear covariates, respectively for ultrasound and carcass measures. Heritability estimates obtained from our analyses were 0.37 for UBF, 0.13 for ULMA, 0.27 for UMS, 0.44 for CW, 0.33 for BF, 0.36 for LMA and 0.54 MS, respectively. Genetic correlations were strongly positive between corresponding traits of ultrasound and carcass measures. Genetic correlation coefficient between UBF and BF estimate was 0.938, between ULMA and LMA was 0.767 and between UMS and MS was 0.925. These results suggest that ultrasound measurement traits are genetically similar to carcass measurement traits.

Effects of potato byproduct on growth performance, blood metabolites, and carcass characteristics of Hanwoo steers

  • Kang, Dong Hun;Ki, Kwang Seok;Jang, Sun Sik;Yang, Seung Hak;Lee, Eun Mi;Park, Bo Hye;Kwon, Eung Gi;Chung, Ki Yong
    • Korean Journal of Agricultural Science
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    • v.44 no.4
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    • pp.574-585
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    • 2017
  • This study was conducted to investigate effects of a potato byproduct on growth performance, blood metabolites, and carcass characteristics of Hanwoo steers. The palm oil coated potato byproduct was supplemented to the diet of Hanwoo steers to estimate the effect on growth performance, blood metabolites, and carcass characteristics during the late fattening period. Thirteen steers with initial body weight of control ($676.8{\pm}31.7kg$), treatment 1 ($671.8{\pm}46.2kg$) and treatment 2 ($672.8{\pm}31.1kg$) were used for 60 days, respectively. Average daily gain of steers in treatment 2 and control was greater than that in treastment 1 (p > 0.05). All steers in treatment 2 had a grade quality grading system than B in meat quantity and had a meat quality higher than the $1^{st}$ grade. According to the physicochemical analysis of longissimus muscle, treatment 2 had high brightness resulting from high meat quality (p > 0.05), and a decrease in redness and yellowness is seen as a dilution effect due to muscle hypertrophy (p > 0.05). The fatty acid composition showed low levels of linoleic acid (p = 0.039) and arachidonic acid (p = 0.008) in treatment 2. This resulted in lower polyunsaturated fatty acid (PUFA) levels (p = 0.034). On the other hand, high levels of oleic acid resulted in high levels of MUFA (p > 0.05). These results indicate that potato byproduct had similar effects with ${\beta}_2-adrenergic$ agonist (${\beta}_2-AA$). And there was no negative effect on the intramuscular fat. In conclusion, palm oil coated potato byproduct could be potentially used as an alternative growth enhancer.

A Survey on the Status of Shoe-last Production for Handmade Shoes - Focused on Seongsu-dong Complex - (수제화 라스트 생산 현황 조사 - 성수동 지역을 중심으로 -)

  • Hong, Eun-Hee;Park, Myung-Ja;Jeong, Jae-Chul;Uh, Mi-Kyung
    • Journal of the Korea Fashion and Costume Design Association
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    • v.19 no.4
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    • pp.93-104
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    • 2017
  • This study is a basic study to develop shoe last design technology to enhance and revitalize the competitiveness of the handmade shoes. In-depth interviews were conducted with four manufacturers in Seongsu-dong to identify the production status and design technology of shoe lasts. The result of the research is as follows. Firstly, shoe lasts for adults are produced at intervals of 5mm between 245mm-285mm for men's shoes, and between 220-260mm for women's shoes. The production rate of women's shoes was high in the order of general type, boot type, and sandal type while men's shoes mainly produce general type. Secondly, the master last size and ball girth rating for men's and women's shoes were analyzed to EE-EEE grade at 260mm and D grade at 235mm. The length of the master last for men's shoes is 276-290mm, the heel width is 60-65mm, the ball width is 88-90mm, the ball girth is 250mm, and the waist girth is 248mm. The length of the master shoe last for women's shoes is 236-245 mm, the heel width is 50-55mm, the ball width is 78-80mm, the ball girth is 211~213mm, and the waist girth is 213~215mm. Thirdly, the last grading deviation is 5mm in length, the heel width is 0.5mm, the ball girth is 3.5mm, and the ball with is 1.2mm. The ball girth dimensions of Oxford type, slip-on type, and sneakers type are made at 250mm, 248mm, and 245mm for men's shoes. For women's shoes, the ball girth dimensions of pump type, loafer & boot type, and sandal type are made at 211~213mm, 214~215mm, and 211mm. Fourthly, t+he construction of the automation system is insufficient and almost completely depends on manual production.

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Flat Foot Survey in 8 Year Old Primary School Children (8세 초등학생의 편평족 조사)

  • Park, In-Heon;Song, Kyung-Won;Shin, Sung-Il;Lee, Jin-Young;Lee, Seung-Yong;Kim, Tae-Heung;Park, Jae-Yong
    • Journal of Korean Foot and Ankle Society
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    • v.8 no.1
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    • pp.7-10
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    • 2004
  • Purpose: To estimate the prevalence of flat foot in the 1st grade primary school children in the Kang-Dong Gu, Seoul, Korea. Materials and Methods: We examined 1336 8 year old the first grade children (2672 feet) in primary school at 5 primary school for prevalence of flat foot and the associating factors in Kang-Dong Gu in April 2003. The group was examined with 2 mm-pannel in physical examination at erect position to put diagnosis of flat foot which showed no plantar arch. The height, weight, foot length and foot width were estimated in all children. We used obesity grading system of Korean Pediatric Association for overweight evaluation. Results: We enrolled 728 boys and 608 girls, and prevalences of each gender were 20.8% and 14.9%. The children who had flat foot were 243 and the prevalence of flat foot was 18.2%. The foot length ranges between 152 mm and 300 mm (mean value 183.6 mm, SD 10.6), and the foot width were between 50 mm and 107 mm (mean value 2.16 mm, SD 4.8). Of the 1336 children group, 1215 children (90.0%) were in range of normal weight, 72 children (5.4%) were in grade-1 overweight, 38 (2.8%) were in grade-2 overweigh and, 11 (0.8%) were in grade-3 overweight. The prevalence of flat foot of each overweight group were 16.3%, 34.7%, 39.5% and 45.5%. Overweight in children effected increased prevalence of flat foot. But there were no significant relationship with flat foot in other factors. Conclusion: Over all prevalence of flat foot of 8 year old children was 18.2% and most of patients were flexible flat foot. The prevalence of flat foot was influenced by overweight remarkably.

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The Moderating Effects of Self-participation Regarding the Impact of Education Service Quality on Student Satisfaction - Focusing on the Major of Food Service and Culinary Arts - (대학생들의 교육서비스품질이 교육만족도에 미치는 본인참여의 조절효과 - 외식.조리전공을 중심으로 -)

  • Lee, Jong-Ho
    • Culinary science and hospitality research
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    • v.18 no.1
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    • pp.246-258
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    • 2012
  • This study aims to provide the fundamental data of an efficient grading system after identifying the mediate and moderating effects of self-participation regarding the impact of education service quality on student satisfaction. To achieve the purpose of the study, SPSS 18.0 statistic program was used to conduct the frequency, factor and correlation analysis while targeting 310 students majoring in food service and culinary arts & science in 2 and 4 year universities in Busan area. Specifically, the mediate and moderating effects of self-participation were examined in accordance with three-stage regression analysis and hierarchical regression analysis, respectively. The results of analyses suggested that there was the positive correlation between student satisfaction and education service quality, and the student satisfaction was correlated with self-participation in the entire variables, except for the welfare service. The self-participation didn't have any mediate effect, since the ratio of the student satisfaction to the education service quality with self-participation turned out to be p<0.01. The self-participation had moderating effects on student satisfaction, with the $R^2$ being increased by 0.032, from 0.537 to 0.569. However, it was only partial moderating effects because the self-participation, when along with laboratory environment, was not positively effective in terms of the statistic variables.

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