• Title/Summary/Keyword: Visual analysis

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The Characteristics of Affective Turn in Media Arts through Relational Aesthetics -Centered on the Digital Works of TeamLab- (관계미학을 통한 미디어아트의 정동적 전회의 특성 -TeamLab의 디지털 작품을 중심으로-)

  • Xiao, Lin;Lee, Hyun-Seok
    • Journal of Digital Convergence
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    • v.19 no.2
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    • pp.323-337
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    • 2021
  • This study will attempt to analyze media art and discuss its main characteristics by using the concept based on Relational Aesthetics 'Affective Turn' as a basis of the theory. In addition, this study has some theoretical and practical implications, both in terms of the research and analysis of artworks and the structure development of art theories and aesthetics. To conduct the research, I have gone through a literature review on previous studies related to media art and Relational Aesthetics. Then, I have conducted a case study on the media art of TeamLab. This study shows that from the perspective of Relational Aesthetics, media art shows unique characteristics such as borderless and shareability. Moreover, it can allow the audience to actually 'feel' the relationship and integration between various objects. I hopethat this research could be used as a solid basis for future research and helpstrengthen the interaction between modern art and the public.

Factors Associated with Worsening Oxygenation in Patients with Non-severe COVID-19 Pneumonia

  • Hahm, Cho Rom;Lee, Young Kyung;Oh, Dong Hyun;Ahn, Mi Young;Choi, Jae-Phil;Kang, Na Ree;Oh, Jungkyun;Choi, Hanzo;Kim, Suhyun
    • Tuberculosis and Respiratory Diseases
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    • v.84 no.2
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    • pp.115-124
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    • 2021
  • Background: This study aimed to determine the parameters for worsening oxygenation in non-severe coronavirus disease 2019 (COVID-19) pneumonia. Methods: This retrospective cohort study included cases of confirmed COVID-19 pneumonia in a public hospital in South Korea. The worsening oxygenation group was defined as that with SpO2 ≤94% or received oxygen or mechanical ventilation (MV) throughout the clinical course versus the non-worsening oxygenation group that did not experience any respiratory event. Parameters were compared, and the extent of viral pneumonia from an initial chest computed tomography (CT) was calculated using artificial intelligence (AI) and measured visually by a radiologist. Results: We included 136 patients, with 32 (23.5%) patients in the worsening oxygenation group; of whom, two needed MV and one died. Initial vital signs and duration of symptoms showed no difference between the two groups; however, univariate logistic regression analysis revealed that a variety of parameters on admission were associated with an increased risk of a desaturation event. A subset of patients was studied to eliminate potential bias, that ferritin ≥280 ㎍/L (p=0.029), lactate dehydrogenase ≥240 U/L (p=0.029), pneumonia volume (p=0.021), and extent (p=0.030) by AI, and visual severity scores (p=0.042) were the predictive parameters for worsening oxygenation in a sex-, age-, and comorbid illness-matched case-control study using propensity score (n=52). Conclusion: Our study suggests that initial CT evaluated by AI or visual severity scoring as well as serum markers of inflammation on admission are significantly associated with worsening oxygenation in this COVID-19 pneumonia cohort.

Ultrasound-guided needle decompression and steroid injection for calcific tendinitis of the shoulder: risk factors for repeat procedures and outcome analysis

  • Kim, Su Cheol;Lee, Sang Min;Park, Gun Tae;Jang, Min Chang;Yoo, Jae Chul
    • Clinics in Shoulder and Elbow
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    • v.24 no.2
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    • pp.55-65
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    • 2021
  • Background: Although ultrasound-guided needle decompression (US-GND) can treat calcific tendinitis of the shoulder effectively, repeat procedures might be required for unresolved symptoms. We evaluated the overall clinical outcomes of US-GND with subacromial steroid injection and the final results and factors predisposing toward repeat procedures. Methods: Ninety-eight patients who underwent US-GND for calcific tendinitis of the supraspinatus/infraspinatus were analyzed between March 2017 and December 2018. The clinical outcomes (pain visual analog scale, functional visual analog scale [FVAS], and American Shoulder and Elbow Surgeons [ASES] score) and final subjective satisfaction were compared between groups A (single US-GND) and B (repeat US-GND). The factors predisposing toward repeated US-GNDs were analyzed. Results: We found that 59.3% (58/98) of patient ASES scores were ≥80, and 73.5% of patients (72/98) were satisfied with the outcome. Group B (n=14) demonstrated a significantly higher rate of dominant-arm involvement compared to group A (78.6% vs. 48.8%, p=0.046). However, initial calcification size, shape, number, density, subscapularis involvement, lavage, and procedure time did not differ significantly between the groups. Group B showed poorer final FVAS (7 [interquartile range, 6-8] vs. 8 [interquartile range, 7-9], p=0.036) and subjective satisfaction compared to group A (satisfied: 5 [35.7%] vs. 67 [79.8%], p<0.001]. Conclusions: US-GND with subacromial steroid injection is a viable treatment option for calcific tendinitis of the shoulder. Dominant-arm involvement was the only independent factor for repeated US-GND. Final outcome of repeated US-GND for unimproved patients was promising; however, these outcomes were poor compared to those of the patients who improved after the first procedure.

Comparative Analysis of the Intake Volume, Perception Volume, and Satiety Rate of an Augmented Rice Bowl with an Elevated Bottom (바닥을 올린 밥그릇의 식품 섭취량, 인지 섭취량 및 포만도에 대한 비교 분석)

  • Jung, Eun-Jin;Kim, Dong Geon;Chang, Un-Jae
    • Journal of the Korean Dietetic Association
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    • v.28 no.1
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    • pp.19-29
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    • 2022
  • This study examined the impact of perceived volume on satiety using 400 g kimchi fried rice in a normal rice bowl (Normal-400), 300 g kimchi fried rice in an augmented rice bowl with an elevated bottom (Illusion-300 and 300 g kimchi fried rice in a normal rice bowl (Normal-300). Thirty-six healthy women took part in this study once a week for three weeks. The Normal-400 (1st week), Illusion-300 (2nd week), and Normal-300 (3rd week) bowls were used to served kimchi fried rice to the same participants over three consecutive weeks. After each lunch, the consumption volume of fried rice, perception volume, and satiety rate were measured. The consumption volume of the fried rice was 313.8 g with the Normal-400, 248.9 g with the Illusion-300 and 240.2 g with the Normal-300. The perceived volume on an estimated five-point scale was 4.0 with the Normal-400, 4.1 with the Illusion-300 and 2.4 with the Normal-300. We compared the post-meal satiety of perceptually equal but quantitatively different amounts of food served in two different bowls (Normal-400 vs Illusion-300) and found that the participants felt equally full with both bowls despite having consumed significantly more food from the Normal-400. We also compared the post-meal satiety of perceptually different but quantitatively equal amounts of food in two different bowls (Illusion-300 vs Normal-300) and discovered that the subjects felt significantly fuller with the Illusion-300 although similar amounts of food were consumed from the two bowls. These two comparisons showed that visual cues play a critical role in determining satiety and that perceived volume is perhaps more important than the actual volume of consumed food, while in determining the level of fullness.

Comparison of Ultrasound Guided Soyeom Pharmacopuncture Therapy Effect and Unguided Soyeom Pharmacopuncture Therapy Effect on Cervical Facet Joint of Acute Cervical Pain Patient Caused by Traffic Accidents: A Retrospective Study (교통사고로 유발된 급성 경추통 환자의 경추 후관절에 시행한 초음파 유도하 치료군과 비유도 치료군의 소염 약침 치료 효과 비교: 후향적 관찰 연구)

  • Yang, JaeEun;Oh, Min Seok
    • Journal of Korean Medicine Rehabilitation
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    • v.32 no.3
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    • pp.109-117
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    • 2022
  • Objectives To compare the therapeutic effect of ultrasound guided soyeom pharmacopuncture therapy and unguided soyeom pharmacopuncture therapy on cervical facet joint of patient who have cervical pain caused by traffic accidents. Methods The study was planned as a retrospective study that analyzes the patient's medical records. We analyzed medical records of 20 patients with acute cervical pain caused by traffic accidents from April 1, 2022 to May 31, 2022. 10 patients (Group A) were treated ultrasound guided soyeom pharmacopuncture therapy on cervical facet joint, 10 patients (Group B) were treated unguided soyeom pharmacopuncture therapy on cervical facet joint. We used visual analogue scale (VAS) and neck disability index (NDI) to evaluate improvements in cervical functions and pain, five point Likert scale to estimate patient's satisfaction. We used the IBM SPSS Statistics version 25 program (IBM Co., Armonk, NY, USA) for statistical analysis. Results Group A showed a significant decrease in the VAS on the 5th day of the soyeom pharmacopuncture therapy (p=0.001). However, there was no statistically significant difference of VAS between two groups (p=0.142). Group A showed significant decrease in the NDI on the 5th day of the therapy (p=0.002). Also, there was statistically significant difference on NDI between two groups (p=0.018). Difference of five point Likert scale between two groups was not statistically significant (p=0.407). Conclusions In patients of acute cervical pain caused by traffic accidents, ultrasound guided soyeom pharmacopuncture therapy on cervical facet joint showed significant efficacy on reduction of neck disability compared with unguided therapy.

OLE File Analysis and Malware Detection using Machine Learning

  • Choi, Hyeong Kyu;Kang, Ah Reum
    • Journal of the Korea Society of Computer and Information
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    • v.27 no.5
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    • pp.149-156
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    • 2022
  • Recently, there have been many reports of document-type malicious code injecting malicious code into Microsoft Office files. Document-type malicious code is often hidden by encoding the malicious code in the document. Therefore, document-type malware can easily bypass anti-virus programs. We found that malicious code was inserted into the Visual Basic for Applications (VBA) macro, a function supported by Microsoft Office. Malicious codes such as shellcodes that run external programs and URL-related codes that download files from external URLs were identified. We selected 354 keywords repeatedly appearing in malicious Microsoft Office files and defined the number of times each keyword appears in the body of the document as a feature. We performed machine learning with SVM, naïve Bayes, logistic regression, and random forest algorithms. As a result, each algorithm showed accuracies of 0.994, 0.659, 0.995, and 0.998, respectively.

A Study on the Formative Characteristics of Vyshyvanka Embroidery Expressed in Apparel Elements (의복구성요소에 표현된 비쉬반카 자수의 조형적 특성 연구)

  • Song, A-ra;Lee, Jin-Hee
    • Journal of the Korea Fashion and Costume Design Association
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    • v.24 no.1
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    • pp.59-69
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    • 2022
  • Vyshyvanka, the embroidered folk costume shirt of Ukraine, originated during the early reign of the Slavs, and currently, it is also called Ukrainian embroidery. In cases of Vyshyvanka embroidery expressed in apparel elements, it is necessary to research formative characteristics for expanding the visual aspect through the diversification of techniques, but also the aspect of the psychological meaning to Ukrainians. This study aims to consider Vyshyvanka as a unique embroidery technique, and also analyze the formative characteristics expressed in apparel elements. The study of Vyshyvanka embroidery expressed in apparel elements can present meaning to understanding the Ukrainian fashion. The image materials for the analysis of Vyshyvanka design, included work photos contained in literary materials and foreign online visual materials. The results of formatively analyzing the Vyshyvanka embroidery expressed in apparel are as follows. First, the Vyshyvanka embroidery expressed in apparel elements held an incantatory meaning, protecting wearers from getting easily invaded by evil spirits. Second, the Vyshyvanka patterns utilized symbolism that implied the incantatory meaning. Third, a single color was used for the embroidery. Lastly, materials like cotton, that are easy to embroider, were mostly used. The formative characteristics of Vyshyvanka embroidery expressed in apparel elements implied the community spirit, nature worship, and folk beliefs. As an attempt to understand the Ukrainian fashion, this study is significant in the aspect of expanding, widely utilizing, and expanding the range of understanding of Ukrainian fashion. Therefore, there should be more active researches on Ukrainian fashion, so Vyshyvanka can be more widely used as a design element.

Assessment and Analysis of Fidelity and Diversity for GAN-based Medical Image Generative Model (GAN 기반 의료영상 생성 모델에 대한 품질 및 다양성 평가 및 분석)

  • Jang, Yoojin;Yoo, Jaejun;Hong, Helen
    • Journal of the Korea Computer Graphics Society
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    • v.28 no.2
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    • pp.11-19
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    • 2022
  • Recently, various researches on medical image generation have been suggested, and it becomes crucial to accurately evaluate the quality and diversity of the generated medical images. For this purpose, the expert's visual turing test, feature distribution visualization, and quantitative evaluation through IS and FID are evaluated. However, there are few methods for quantitatively evaluating medical images in terms of fidelity and diversity. In this paper, images are generated by learning a chest CT dataset of non-small cell lung cancer patients through DCGAN and PGGAN generative models, and the performance of the two generative models are evaluated in terms of fidelity and diversity. The performance is quantitatively evaluated through IS and FID, which are one-dimensional score-based evaluation methods, and Precision and Recall, Improved Precision and Recall, which are two-dimensional score-based evaluation methods, and the characteristics and limitations of each evaluation method are also analyzed in medical imaging.

Effect of Kinesio Taping on Isokinetic Muscular Function and Pain of Knee Joint in Elderly Women (키네시오 테이핑이 고령자의 슬관절 등속성 근 기능 및 통증에 미치는 영향)

  • Bang, Hee-Myung
    • The Journal of the Korea Contents Association
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    • v.6 no.12
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    • pp.226-234
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    • 2006
  • The aim of this study were to evaluate the effect of kinesio taping on isokinetic muscular function and pain of knee joint. The subjects for this study were twelve elderly women($65{\sim}70$years) suffered by knee joint pain over more than three years. The taping methods performed on 3 times a week for 8 weeks for improvement of isokinetic muscular function. Also, the change of visual analogue scale(VSA) and varval rating scale(VRA) has been measured before and post taping 8 weeks. Paired t-test was performed for data analysis at the 0.05 level of significance. After 8 weeks, the results of the study are as follow; First, peak torque, peak torque % BW, total work and ipsilateral balance ratio were significantly improved. And, work fatigue, visual analogue scale and verval rating scale were decreased significantly after 8 weeks taping. The results suggest that applying kinesio taping on knee joint may improve isokinetic muscular function of elderly women. Therefore kinesio taping method was effective for pain relief and prevention of knee joint pain in the elderly women.

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A Study on the Improvement of the Stability of Small-Scale Manpower Tunnels for Food Storage (식품저장용 소규모 인력터널의 안정성 향상을 위한 방안 연구)

  • Byung Jo Yoon;Sung Yun Park;Ryung Hwan Kim
    • Journal of the Society of Disaster Information
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    • v.18 no.4
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    • pp.746-753
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    • 2022
  • Purpose: The purpose of this study is to review the safety of small tunnels for food storage excavation in the 1960s~1970s and to improve the stability of small tunnels. Method: A visual inspection and a hammer test were used to conduct safety tests, and the visual inspection is one of the tests conducted for non-destructive testing, and the hammer test is one of the types of hitting methods of rebound hardness. Result: According to the integrated analysis of the survey area data, there are generally good appearance, but there are many small cracks and complex geological conditions, requiring continuous observation and attention. Seven of the 23 tunnels require safety diagnosis, one collapse, one safe, and 14 require continuous observation and attention. Conclusion: All parts of small tunnels should be checked and recorded from time to time, and stability is expected to be improved when reinforcing small tunnels proposed in this study.