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A study on the construction of the quality prediction model by artificial neural intelligence through integrated learning of CAE-based data and experimental data in the injection molding process (사출성형공정에서 CAE 기반 품질 데이터와 실험 데이터의 통합 학습을 통한 인공지능 품질 예측 모델 구축에 대한 연구)

  • Lee, Jun-Han;Kim, Jong-Sun
    • Design & Manufacturing
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    • v.15 no.4
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    • pp.24-31
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    • 2021
  • In this study, an artificial neural network model was constructed to convert CAE analysis data into similar experimental data. In the analysis and experiment, the injection molding data for 50 conditions were acquired through the design of experiment and random selection method. The injection molding conditions and the weight, height, and diameter of the product derived from CAE results were used as the input parameters for learning of the convert model. Also the product qualities of experimental results were used as the output parameters for learning of the convert model. The accuracy of the convert model showed RMSE values of 0.06g, 0.03mm, and 0.03mm in weight, height, and diameter, respectively. As the next step, additional randomly selected conditions were created and CAE analysis was performed. Then, the additional CAE analysis data were converted to similar experimental data through the conversion model. An artificial neural network model was constructed to predict the quality of injection molded product by using converted similar experimental data and injection molding experiment data. The injection molding conditions were used as input parameters for learning of the predicted model and weight, height, and diameter of the product were used as output parameters for learning. As a result of evaluating the performance of the prediction model, the predicted weight, height, and diameter showed RMSE values of 0.11g, 0.03mm, and 0.05mm and in terms of quality criteria of the target product, all of them showed accurate results satisfying the criteria range.

Epidemiologic Study of Operative Treatment for Spinal Metastasis in Thailand : A Review of National Healthcare Data from 2005 to 2014

  • Luksanapruksa, Panya;Santipas, Borriwat;Ruangchainikom, Monchai;Korwutthikulrangsri, Ekkapoj;Pichaisak, Witchate;Wilartratsami, Sirichai
    • Journal of Korean Neurosurgical Society
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    • v.65 no.1
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    • pp.57-63
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    • 2022
  • Objective : To study the factors relating to operative treatment for spinal metastasis in Thailand during 2005-2014 and to determine the hospital costs, mortality rate, and incidence of perioperative complication. Methods : Inpatient reimbursement data from 2005 to 2014 was reviewed from three national healthcare organizations, including the National Health Security Office, the Social Security Office, and the Comptroller General's Department. The search criteria were secondary malignant neoplasm of bone and bone marrow patients (International Classification of Diseases 10th revision, Thai modification codes [ICD 10-TM], C79.5 and C79.8) who underwent spinal surgical treatment (ICD 9th revision, clinical modification procedure with extension codes [ICD 9-CM], 03.0, 03.4, 03.09, and 81.0) during 2005-2014. Epidemiology, comorbidity, and perioperative complication were analyzed. Results : During the study period, the number of spinal metastasis patients who underwent operative treatment was significantly increased from 0.30 to 0.59 per 100000 (p<0.001). More males (56.14%) underwent surgical treatment for spinal metastasis than females. The most common age group was 45-64 (55.1%). The most common primary tumor sites were the unknown origin, lung, breast, prostate, and hepatocellular/bile duct. Interestingly, the proportion of hepatocellular/bile duct, breast, and lung cancer was significantly increased (p<0.001). The number of patients who had comorbidity or in-hospital complication significantly increased over time (p<0.01); however, the in-hospital mortality rate decreased. Conclusion : During the last decade, operative treatment for spinal metastasis increased in Thailand. The overall in-hospital complication rate increased; however, the in-hospital mortality rate decreased.

Elicitation of Innate Immunity by a Bacterial Volatile 2-Nonanone at Levels below Detection Limit in Tomato Rhizosphere

  • Riu, Myoungjoo;Kim, Man Su;Choi, Soo-Keun;Oh, Sang-Keun;Ryu, Choong-Min
    • Molecules and Cells
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    • v.45 no.7
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    • pp.502-511
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    • 2022
  • Bacterial volatile compounds (BVCs) exert beneficial effects on plant protection both directly and indirectly. Although BVCs have been detected in vitro, their detection in situ remains challenging. The purpose of this study was to investigate the possibility of BVCs detection under in situ condition and estimate the potentials of in situ BVC to plants at below detection limit. We developed a method for detecting BVCs released by the soil bacteria Bacillus velezensis strain GB03 and Streptomyces griseus strain S4-7 in situ using solid-phase microextraction coupled with gas chromatography-mass spectrometry (SPME-GC-MS). Additionally, we evaluated the BVC detection limit in the rhizosphere and induction of systemic immune response in tomato plants grown in the greenhouse. Two signature BVCs, 2-nonanone and caryolan-1-ol, of GB03 and S4-7 respectively were successfully detected using the soil-vial system. However, these BVCs could not be detected in the rhizosphere pretreated with strains GB03 and S4-7. The detection limit of 2-nonanone in the tomato rhizosphere was 1 µM. Unexpectedly, drench application of 2-nonanone at 10 nM concentration, which is below its detection limit, protected tomato seedlings against Pseudomonas syringae pv. tomato. Our finding highlights that BVCs, including 2-nonanone, released by a soil bacterium are functional even when present at a concentration below the detection limit of SPME-GC-MS.

Promotion and Utilization of Eggs according to Egg Dish Preference among University Students (수도권 일부 남녀 대학생의 달걀요리 선호도와 이용실태에 따른 활용 촉진)

  • Han, Su-Jin;Lee, In-Sook;Kang, Eun-Zoo;Ahn, Hyo-Ri;Om, Ae-Son
    • Journal of the FoodService Safety
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    • v.2 no.1
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    • pp.30-35
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    • 2021
  • This study was conducted to understand the perception and the usage pattern of egg dishes in university students. The questionnaires were collected from 200 university students residing in Seoul. The age group was 118 (59.0%) in 20s, 50 (25.0%) in 30s, and 32 (16.5%) in 40s and older. Also, 179 (89.5%) were undergraduate students and 21 (10.5%) were graduates. The result of food preferences in the overall survey was as follows: Meats and Poultry (4.46±1.03) > Seafoods (2.92±1.41) > Fruits (2.91±1.17) > Eggs (2.50±1.10) > Vegetables (2.21±1.17). The preference of foods using eggs as the main ingredient was as follows: Rolled egg (4.07±0.81) > Steamed egg (4.05±0.91) > Scrambled egg (3.83±1.03) > Rice omelet (3.77±1.03). The preference of foods using eggs as sub-ingredient was Egg in Ramyeon (4.11±1.08) > Fried egg over Bibimbob (3.87±0.91) > Sliced boiled egg in Naengmyeon (3.78±1.11). The preference of eggs as desserts was Egg tart (4.01±1.08) > Sponge cake (3.72±1.09) > Egg bread (3.63±1.13). The result of the frequency of eating eggs indicating that approximately two-thirds of university students consumed eggs more than 3 times a week. Although there was no significant difference, male students not only consumed eggs more frequently than female students, but also consumed a higher amount. In recent years, since one-person household in college students tends to increase, it is more important to save cooking time and food quality. Thus, the development and dissemination of various egg recipes should be prioritized for university students.

Health Approaches for Weight Perception and Weight Loss Efforts in Hypertensive Patients with Obesity: The 2016-2019 Korea National Health and Nutrition Examination Survey

  • Sang-Dol, Kim;Young-Ran, Yeun
    • Journal of the Korea Society of Computer and Information
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    • v.28 no.3
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    • pp.101-110
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    • 2023
  • This study was conducted to identify factors influencing weight loss efforts in hypertensive patients with obesity in Korea using data from the 2016-2019 National Health and Nutrition Examination Survey. Weight perception, weight loss efforts, and weight control methods were investigated for 1,910 subjects. Data were analyzed using descriptive analysis, cross-tabulation analysis and logistic regression. Among obese hypertensive patients, 12.6% perceived their weight as normal. Weight loss efforts were 2.03 times (95% CI: 1.48 to 2.78) higher in people with overweight perception than those with normal weight perception, and 1.74 times (95% CI: 1.33 to 2.26) higher in women than in men. In addition, those with class 1 obesity were 1.50 times (95% CI: 0.85 to 2.65) higher than those with class 3 obesity, and those with class 2 obesity were 2.16 times (95% CI: 1.16 to 4.00) higher than those with class 3 obesity. These results suggest that weight management approaches for hypertensive patients with obesity should be individually designed according to weight perception, gender, and obesity class.

A Study of the C-band Ground-based Radio Navigation System for UAM Cooperative Navigation (UAM 복합 항법을 위한 C 밴드 지상기반 전파 항법 시스템 연구)

  • Kyung-Soon Lee;Yong-Un Cho;Min-Jung Kim;Kyung Heon, Koo
    • Journal of Advanced Navigation Technology
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    • v.27 no.4
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    • pp.374-381
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    • 2023
  • This study focuses on the implementation of C-band radio navigation in the 5.03 ~ 5.15 GHz terrestrial band to cooperate with GNSS navigation mainly used in existing UAMs. This is one of the navigation technologies that can fully satisfy the requirements of Title 14 of CFR-135.165. According to the FAA, the use of two or more independent navigation sources for aircraft is proposed for aircraft. This study proceeded with the link budget derivation through radio wave propagation path loss analysis, and antenna shape design for miniaturized Doppler VOR, and DME design with enhanced positional distance resolution compared to conventional aircraft. The ground navigation system which is the result of this study, consists of a VOR/DME ground station and a terminal that can be mounted on UAM. Significant performance was confirmed through the production and testing of each prototype.

Surgical Anatomy of Temporalis Muscle Transfer with Fascia Lata Augmentation for the Reanimation of the Paralyzed Face: A Cadaveric Study

  • Yi Zhang;Johannes Steinbacher;Wolfgang J. Weninger;Ulrike M. Heber;Lukas Reissig;Erdem Yildiz;Chieh-Han J. Tzou
    • Archives of Plastic Surgery
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    • v.50 no.1
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    • pp.42-48
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    • 2023
  • Background The temporalis muscle flap transfer with fascia lata augmentation (FLA) is a promising method for smile reconstruction after facial palsy. International literature lacks a detailed anatomical analysis of the temporalis muscle (TPM) combined with fascia lata (FL) augmentation. This study aims to describe the muscle's properties and calculate the length of FL needed to perform the temporalis muscle flap transfer with FLA. Methods Twenty nonembalmed male (m) and female (f) hemifacial cadavers were dissected to investigate the temporalis muscle's anatomy. Results The calculated minimum length of FL needed is 7.03cm (f) and 5.99cm (m). The length of the harvested tendon is 3.16cm/± 1.32cm (f) and 3.18/± 0.73cm (m). The length of the anterior part of the temporalis muscle (aTPM) is 4.16/± 0.80cm (f) and 5.30/± 0.85cm (m). The length of the posterior part (pTPM) is 5.24/± 1.51cm (f) and 6.62/± 1.03cm (m). The length from the most anterior to the most posterior point (aTPMpTPM) is 8.60/± 0.98cm (f) and 10.18/± 0.79cm (m). The length from the most cranial point to the distal tendon (cTPMdT) is 7.90/± 0.43cm (f) and 9.79/± 1.11cm (m). Conclusions This study gives basic information about the temporalis muscle and its anatomy to support existing and future surgical procedures in their performance. The recommended minimum length of FL to perform a temporalis muscle transfer with FLA is 7.03cm for female and 5.99cm for male, and minimum width of 3 cm. We recommend harvesting some extra centimeters to allow adjusting afterward.

A study on thermal fluid analysis in X-ray tube for non-fire alarm (비화재보를 위한 X-ray tube 내 열 유동해석에 관한 연구)

  • Yun, Dong-Min;Jeon, Yong-Han
    • Design & Manufacturing
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    • v.16 no.2
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    • pp.33-38
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    • 2022
  • Currently, Korea is an aging society, and it is expected to enter a super-aging society in about 4 years. Accordingly, many X-ray technologies are being developed. In X-rays, 99% of X-rays are converted into heat energy and 1% into light energy (X-rays). 99% of the thermal energy raises the temperature of the anode and its surroundings, and the cooling system is an important factor as overheating can affect the deterioration of X-ray quality and shortened lifespan. There is a method of forced air cooling using natural convection. Therefore, in this study, when X-rays were taken 5 times, Flow analysis was performed on heat removal according to temperature rise and cooling time for the heat generated at the anode of the X-ray tube (input power 60kW, 75kW, 90kW). Based on one-shot, the most rapid temperature rise section increased by more than 57% to 0.03 seconds, A constant temperature rises from 0.03 seconds to 0.1 seconds, It is judged that the temperature rises by about 8.2% or more at one time. After one-shot cooling, the cooling drops sharply from about 60% to 0.03 seconds, It is judged that the temperature has cooled by more than 86% compared to the temperature before shooting. One-shot is cooled by more than 86% with cooling time after 0.1 seconds, As the input power of the anode increases, the cooling temperature gradually increases. Since the tungsten of the anode target inside the X-ray tube may be damaged by thermal shock caused by a rapid temperature rise, an improvement method for removing thermal energy is required when using a high-input power supply.

Yuklinzu Aqueous Extracts Ameliorate Experimental Climacterium Symptoms Induced by Ovariectomy in Mouse (난소적출로 유발된 갱년기장애 마우스 모델에서 육인주(毓麟珠) 열수 추출물의 증상 개선 효과)

  • Yu-Jeong Choi;Dong-Chul Kim
    • The Journal of Korean Obstetrics and Gynecology
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    • v.36 no.4
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    • pp.1-20
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    • 2023
  • Objectives: The object of this study was to observe the complex anti-climacterium potentials of Yuklinzu aqueous extracts (YLZ), using bilateral ovariectomy (OVX) female ddY mice similar to women postmenopausal symptoms, as including cardiovascular diseases, obesity, hyperlipidemia, osteoporosis and hepatic steatosis. Methods: In order to evaluate anti-climacterium effects of YLZ, six groups of mice were used; sham control, OVX control, 17β-estradiol, YLZ 500, 250 and 125 mg/kg treated groups. Since 28 days after bilateral OVX surgery, YLZ were administered orally for 84 days, once a day. And then we evaluated anti-climacterium effects divided into five categories; estrogenic effects, anti-obesity, hypolipidemic effects, hepatoprotective effects and anti-osteoporotic effects. The results of YLZ were compared with 17β-estradiol 0.03 ㎍/head/day subcutaneous treated OVX mice. Results: As a result of OVX, obvious changes related to the estrogen-deficient menopausal symptoms - obesity, hyperlipidemia, hepatic steatosis and osteoporosis were displayed in mice. However, these menopausal symptoms induced by OVX were significantly inhibited by 84 days of consecutive treatment of 17β-estradiol, YLZ 500, 250 and 125 mg/kg, respectively. Especially, YLZ showed obvious dose-dependent inhibitory activities on the OVX-induced climacterium changes in mice, and YLZ 500 mg/kg showed comparable inhibitory effects against menopausal symptoms in comparison with those of 17β-estradiol 0.03 ㎍/head/day subcutaneous treatment. Conclusions: The results suggest that oral administration of YLZ 500, 250 and 125 mg/kg has obvious dose-dependent favorable anti-climacterium effects in OVX mice. Especially, YLZ 500 mg/kg showed comparable inhibitory effects against menopausal symptoms in comparison with those of 17β-estradiol 0.03 ㎍/head/day subcutaneous treatment.

Aqueous Extracts of Jibaekjihwang-tang Ameliorate Ovariectomy-induced Climacterium Symptoms in Mouse (난소적출 마우스에서 지백지황탕 열수 추출물의 갱년기 장애 개선 효과 평가)

  • Lee, Seung-Hye;Kim, Dong-Chul
    • The Journal of Korean Obstetrics and Gynecology
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    • v.30 no.2
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    • pp.16-36
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    • 2017
  • Objectives: The purpose of this study was to evaluate the anti-climacterium effects of Jibaekjihwang-tang (JBJHT), especially on estrogenic, anti-obesity, hypolipidemic, hepatoprotective against fatty liver and anti-osteoporotic effects by Ovariectomy (OVX) mice. Methods: In order to evaluate anti-climacterium effects of JBJHT, we used bilateral OVX female ddY mice. In this study, six groups were used; sham control, OVX control, estradiol, JBJHT 500, 250 and 125 mg/kg treated groups. Since 28 days after OVX surgery, JBJHT extracts were orally treated, and $17{\beta}$-estradiol $0.03{\mu}g/head$ were subcutaneously injected for 84 days, once a day. And then, we observed anti-climacterium effects classified into five categories; estrogenic, anti-obesity, hypolipidemic, hepatoprotective against fatty liver and anti-osteoporotic effects. The results were compared with $17{\beta}$-estradiol $0.03{\mu}g/head$/day subcutaneous treated OVX mice. Results: OVX control mice showed noticeable hypertrophic changes of adipocytes in abdominal fat pads, fatty liver, uterine atrophic changes, decreases of bone strength were also observed in OVX control. However, these estrogen-deficient climacterium symptoms were significantly and dose-dependently inhibited by JBJHT 500, 250 and 125 mg/kg treatment. Moreover, JBJHT 500 mg/kg showed comparable inhibitory effects as compared to those of estradiol $0.03{\mu}g/head$/day subcutaneous treatment. Conclusions: The results suggest that oral administration of JBJHT 500, 250 and 125 mg/kg has clear dose-dependent anti-climacterium effects in OVX mice.