• Psychiatry investigation
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• v.15 no.11
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• pp.1064-1070
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• 2018

Objective Several cell line studies have demonstrated thioridazine's anticancer, multidrug resistance-reversing and apoptosis-inducing properties in various tumors. We conducted this nationwide population-based study to investigate the association between thioridazine use and cancer risk among adult patients with schizophrenia. Methods Based on the Psychiatric Inpatient Medical Claim of the National Health Insurance Research Database of Taiwan, a total of 185,689 insured psychiatric patients during 2000 to 2005 were identified. After excluding patients with prior history of schizophrenia, only 42,273 newly diagnosed patients were included. Among them, 1,631 patients ever receiving thioridazine for more than 30 days within 6 months were selected and paired with 6,256 randomly selected non-thioridazine controls. These patients were traced till 2012/12/31 to see if they have any malignancy. Results The incidence rates of hypertension and cerebrovascular disease were higher among cases than among matched controls. The incidence of hyperlipidemia, coronary artery disease and chronic pulmonary disease did not differ between the two groups. By using Cox proportional hazard model for cancer incidence, the crude hazard ratio was significantly higher in age, hypertension, hyperlipidemia, cerebrovascular disease, coronary artery disease and chronic pulmornary disease. However, after adjusting for other covariates, only age and hypertension remained significant. Thioridazine use in adult patients with schizophrenia had no significant association with cancer. Conclusion Despite our finding that thioridazine use had no prevention in cancer in adult patients with schizophrenia. Based on the biological activity, thioridazine is a potential anticancer drug and further investigation in human with cancer is warranted.

• The Korean Journal of Applied Statistics
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• v.32 no.2
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• pp.291-300
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• 2019

This study investigates the characteristics of evaluation measures for classification models on a binary response variable in order to evaluate their suitability for use. Six measures are considered: Accuracy, Sensitivity, Specificity, Precision, F-measure, and the Heidke's skill score (HSS). Evaluation measures are reformulated using x(ratio of actually 1), y(ratio predicted by 1), z(ratio of both actual and predicted by 1) from the confusion matrix. We suggest two necessary conditions to assess the suitability of the evaluation measures. The first condition is that the measure function is constant for x and y in the case of a random model. The second condition is that the measure function is increasing for z and decreasing for x and y. Since only HSS satisfies the two conditions, that is always appropriate as an evaluation measure for the classification model on the binary response variable, and the other measures should be used within a limited range.

• Journal of Digital Convergence
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• v.19 no.3
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• pp.287-293
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• 2021

Tablets were conventionally used to treat choline urticaria. Disadvantages of tablets included sleep inducing problems, accessibility and reduced dosage. To address this, hydrogel containing Cetirizine HCl was manufactured. The experimental method was to measure viscosity, gel fraction, degree of swelling, content evaluation, and permeability. Studies have shown that hydrogels containing Cetirizine HCl can be directly applied to occurrence area to improve Cholinergic urticaric with minimal side effects associated with the marketable tablets. This hydrogel includes other important substances including steroids which gives it an advantage when applied on the skin, improving its accessibility. In addition, it is expected that the drug manufacturing process will be able to proceed as this hydrogel is effective even when used alone.

• Journal of Digital Convergence
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• v.18 no.12
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• pp.585-594
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• 2020

At present, aging-related degenerative muscle diseases are considered a serious problem. However, the drug effect on the treatment and prevention of sarcopenia has not been investigated. The purpose of this study was to evaluate the value of extract of Pu'er tea as a remedy to alleviate the symptoms of sarcopenia. Pu'er tea extracts showed excellent radical scavenging ability. The expression of Myh3 was promoted and myotube formation also was increased by treatment of Pu'er tea extracts. These results suggest that Pu'er tea is a natural substance that promotes myogenesis, and is valuable as a material for pharmaceutical research on the prevention and treatment of various muscle diseases, including sarcopenia. And It is necessary to confirm specific indicator substances of puer tea and further study on this.

• Journal of Digital Convergence
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• v.20 no.4
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• pp.389-396
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• 2022

Deep Learning is based on a perceptron, and is currently being used in various fields such as image recognition, voice recognition, object detection, and drug development. Accordingly, a variety of learning algorithms have been proposed, and the number of neurons constituting a neural network varies greatly among researchers. This study analyzed the learning characteristics according to the number of neurons of the currently used SGD, momentum methods, AdaGrad, RMSProp, and Adam methods. To this end, a neural network was constructed with one input layer, three hidden layers, and one output layer. ReLU was applied to the activation function, cross entropy error (CEE) was applied to the loss function, and MNIST was used for the experimental dataset. As a result, it was concluded that the number of neurons 100-300, the algorithm Adam, and the number of learning (iteraction) 200 would be the most efficient in deep learning learning. This study will provide implications for the algorithm to be developed and the reference value of the number of neurons given new learning data in the future.

• Journal of Biomedical Engineering Research
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• v.44 no.1
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• pp.41-52
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• 2023

With the international change in the medical device market owing to the development of innovative medical engineering and the use of various raw materials, a systematic and rational medical device classification system is needed to safely manage newly developed medical devices. This study aims to improve the domestic medical device classification system by proposing product establishment and segmentation. It is based on medical device products from the United States and Europe that are only available in foreign systems and are more subdivided than domestic products. This study analyzes and compares the domestic and foreign medical device classification systems by examining laws, guidelines, and analysis reports in Korea, the United States, and Europe. In accordance with product establishment and segmentation criteria, products subject to improvement are presented. This study contributes to safely managing medical devices that do not fit with the current classification system and to solving the confusion caused by the lack of international harmony in product classification systems.

• Journal of Digital Convergence
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• v.20 no.2
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• pp.311-316
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• 2022

Tertomotide is a peptide fragment of hTert and developed as a vaccine targeting cancer. It has been reportedly known to ameliorate inflammatory symptoms in clinical tests and in animal studies. However, the therapeutic potential of tertomotide is not supposed to be comparable to conventional anti-inflammatory agents due to low druglikeness In order to treat inflammations present in varous lesion, the structure of tertomotide is required to be modified. In this context, 12 octapeptides were designed based on tertomotide and screened for the anti-inflammatory activity in activated monocyte by measuring TNF-α secretion. As a result, some octapeptides has been exerted anti-inflammatory activity, comparable to or better than tertomotide and estradiol, known anti-inflammatory agents. This result is supposed to be helpful for developing therapeutic purpose exploiting other tertomotide-derived peptides and would be an example for designing novel drug based on active biomolecules with undesirable structure by convergence study of biology and computer-aided medicinal chemistry.

• Korean Journal of Community Nutrition
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• v.28 no.5
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• pp.376-391
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• 2023

Objectives: Our previously published study showed that a workplace nutrition intervention program with personalized goal setting and smartphone-based nutrition counseling improved dietary habits and physical activity in city bus drivers who were overweight/obese. This study explored the facilitators and barriers that participants faced in achieving their dietary and physical activity goals six months after the intervention. Methods: The study included bus drivers and dietitians who participated in the intervention program. Three focus group interviews were conducted with 10 bus drivers (divided by two groups based on their achievement of set goals) and five dietitians who had provided nutrition counseling. Results: Willpower was the most important intrapersonal facilitator for drivers to achieve their goals. Other factors that promoted behavioral changes were nutrition counseling by dietitians, trackable physical activity using smartwatches, and setting of practical and achievable goals. Meanwhile, the most important barriers identified were occupational factors such as long driving hours, short breaks, and shift work. Other barriers were environmental factors such as availability of snackable food, accessibility to convenience stores, and cold weather. Family and colleagues were perceived as both facilitators and barriers. In addition, dietitians identified a lack of knowledge about healthy diet as one of the barriers. Conclusions: Our results suggested that the workplace environment should be improved and that nutrition intervention programs at the workplace could encourage bus drivers to practice healthy eating habits. The facilitators and barriers identified in this study should be considered when planning a nutrition intervention program for bus drivers.

• Journal of the Korean Society of Food Science and Nutrition
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• v.42 no.12
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• pp.1958-1965
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• 2013

This study is conducted to investigate the contents of ${\beta}$-carotene and retinol in bap (e.g. gimbap, bokkeumbap, sushi, deopbap, bibimbap), guk (e.g. sundaeguk, seonjiguk), tang (e.g. galbitang, chueotang), and jjigae (e.g. dongtaejjigae, kimchi jjigae with port) by using saponification extraction and HPLC analysis. The samples were collected from six regions in Korea (Gangwon-do, Gyeonggi-do, Gyeongsang-do, Seoul, Jeonla-do, Chuncheong-do). In bap, the ${\beta}$-carotene contents of kimchi gimbap (234.459~719.180 ${\mu}g/100g$), bibimbap (200.091~489.867 ${\mu}g/100g$) and pork deopbap (228.876~778.591 ${\mu}g/100g$) were higher than that of sushi (0.000~41.234 ${\mu}g/100g$), and jajangbap (4.833~28.141 ${\mu}g/100g$). The retinol contents of bap was 0.000~60.418 ${\mu}g/100g$, among which, omelet rice (13.974~60.418 ${\mu}g/100g$) showed the highest amount of retinol. Among the analyzed guk (tang) and jjigae, higher contents of ${\beta}$-carotene were observed in chueoutang (346.261~843.947 ${\mu}g/100g$), kimchi jjigae with pork (178.558~352.604 ${\mu}g/100g$) and altang (169.443~175.287 ${\mu}g/100g$). The retinol of guk (tang) and jjigae were not detected to doganitang, gomtang, naejangtang, chueotang and soy sprout haejangguk.

• Journal of the Korean Society of Food Science and Nutrition
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• v.42 no.12
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• pp.1949-1957
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• 2013

The contents of ${\beta}$-carotene and retinol in processed and restaurant foods, such as Korean noodles, mandus, rice cakes and bread products, were quantified by high-performance liquid chromatography (HPLC) with UV/visible and fluorescence detector, respectively. Samples were collected from different local areas (i.e. Gangwon-do, Gyeonggi-do, Gyeongsang-do, Seoul, Jeolla-do, and Chungcheong-do). After homogenization, samples were hydrolyzed by direct alkali saponification; thereafter, fat-soluble components were extracted by a mixture of n-hexane/ethylacetate (85:15, v/v), containing 0.01% butylated hydroxytoluene (BHT). ${\beta}$-carotene and retinol contents in infant formula used as an in-house material for the analytical quality control. Among 14 Korean noodles, high contents of ${\beta}$-carotene were found in Bibim-Guksu (average 442.43 ${\mu}g/100g$) and Jjolmyeon (average 301.39 ${\mu}g/100g$). In 4 Korean mandus, the highest contents of ${\beta}$-carotene was determined in Kimchi-mandu (average 197.64 ${\mu}g/100g$), resulting in 33.3 RE of the converted vitamin A. Among 12 Korean rice cakes, Maeun-Tteokbokki and Modm-Chaltteok contained relatively high content of ${\beta}$-carotene with 205.11 and 41.33 ${\mu}g/100g$, respectively, while retinol was detected only in Maeun- Tteokbokki (1.65~10.45 ${\mu}g/100g$). In addition, among 8 bread products, 77.3 RE of pastry, 51.2 RE of buttercream- bread, and 41.4 RE of morning roll were found as the contents of the converted vitamin A.