• Title/Summary/Keyword: Qualitative level

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Prediction of Residual Axillary Nodal Metastasis Following Neoadjuvant Chemotherapy for Breast Cancer: Radiomics Analysis Based on Chest Computed Tomography

  • Hyo-jae Lee;Anh-Tien Nguyen;Myung Won Song;Jong Eun Lee;Seol Bin Park;Won Gi Jeong;Min Ho Park;Ji Shin Lee;Ilwoo Park;Hyo Soon Lim
    • Korean Journal of Radiology
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    • v.24 no.6
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    • pp.498-511
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    • 2023
  • Objective: To evaluate the diagnostic performance of chest computed tomography (CT)-based qualitative and radiomics models for predicting residual axillary nodal metastasis after neoadjuvant chemotherapy (NAC) for patients with clinically node-positive breast cancer. Materials and Methods: This retrospective study included 226 women (mean age, 51.4 years) with clinically node-positive breast cancer treated with NAC followed by surgery between January 2015 and July 2021. Patients were randomly divided into the training and test sets (4:1 ratio). The following predictive models were built: a qualitative CT feature model using logistic regression based on qualitative imaging features of axillary nodes from the pooled data obtained using the visual interpretations of three radiologists; three radiomics models using radiomics features from three (intranodal, perinodal, and combined) different regions of interest (ROIs) delineated on pre-NAC CT and post-NAC CT using a gradient-boosting classifier; and fusion models integrating clinicopathologic factors with the qualitative CT feature model (referred to as clinical-qualitative CT feature models) or with the combined ROI radiomics model (referred to as clinical-radiomics models). The area under the curve (AUC) was used to assess and compare the model performance. Results: Clinical N stage, biological subtype, and primary tumor response indicated by imaging were associated with residual nodal metastasis during the multivariable analysis (all P < 0.05). The AUCs of the qualitative CT feature model and radiomics models (intranodal, perinodal, and combined ROI models) according to post-NAC CT were 0.642, 0.812, 0.762, and 0.832, respectively. The AUCs of the clinical-qualitative CT feature model and clinical-radiomics model according to post-NAC CT were 0.740 and 0.866, respectively. Conclusion: CT-based predictive models showed good diagnostic performance for predicting residual nodal metastasis after NAC. Quantitative radiomics analysis may provide a higher level of performance than qualitative CT features models. Larger multicenter studies should be conducted to confirm their performance.

A study on computer usage and mathematics (컴퓨터 활용과 수학에 대한 연구)

  • Oh, Hye-Young
    • East Asian mathematical journal
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    • v.38 no.2
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    • pp.143-164
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    • 2022
  • Computer technology in mathematics teaching-learning is not for teaching computer but for improving mathematics teaching-learning with computer. It is shown the use of computer technology comparing with traditional approach provides students more opportunities in order to approach abstract structure. Computer activity provides not only understanding concepts of analysis and opportunity to investigate theory but also effective background in teaching analysis. We analyze students' computer usage level on analysis education by using computer usage level according to role of computer technology. We try to get an useful educational implication on analysis education applying MATLAB through qualitative research.

Advances and current problems in process control - a review

  • Lee, Won-Kyoo
    • 제어로봇시스템학회:학술대회논문집
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    • 1992.10b
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    • pp.29-29
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    • 1992
  • Interest in process control has rebounded from an all-time low in the mid-1970s, with a new focus on bridging the gap between academic theory and industrial practice. Since then, much progress has been made in the new generation of process control theory to bridge this gap. This review summarizes the recent advances and cur-rent problems in process control on a qualitative level.

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Risk Value Calculation Method for Moderate Risk Concentration Type at Qualitative Risk Analysis Phase (정성적 위험분석 단계에서 중간위험 집중형 위험도 산정 방법)

  • Kim, Seon-Gyoo
    • Korean Journal of Construction Engineering and Management
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    • v.16 no.2
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    • pp.38-45
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    • 2015
  • The risk analysis phase of construction risk management process is subdivided into the qualitative risk analysis that plays a major role, and the quantitative risk analysis acting as a supportive role. The traditional calculation method for quantifying a risk value that has been applied so far is an equation to multiply a probability by an impact simply, but its result shows the low risk value biased distribution. Although another equation that shows the high risk biased distribution as an alternative of traditional method was proposed, both of the low or high risk biased equations do not match with the statistical general knowledge that most natural phenomenons are close to the normal distribution. This study proposes a new risk value calculation method that is concentrated to the moderate risk value. Because the risk value distribution by a new method shows a normal shape similar to natural phenomenon, it helps to choose a middle level not biased to the low or high levels when choosing the level of risk response. Furthermore, it could contribute to improve the flexibility and rationality of risk analysis method by providing additional options for the risk value calculation.

Nursing Students' Clinical Judgment and Performance in Simulation of Recognizing and Responding of the Deterioriating Patient ; a retrospective mixed-methods (악화환자 인지 및 대응을 위한 시뮬레이션교육에서 간호대학생의 임상판단력과 간호수행: 후향적 혼합연구)

  • Ha, Yi Kyung
    • Journal of Korean Critical Care Nursing
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    • v.16 no.2
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    • pp.42-53
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    • 2023
  • Purpose : This retrospective mixed-methods study aimed to explore key considerations for designing effective simulated education in nursing, focusing specifically on the recognition and response to deteriorating patients. Methods : Quantitative and qualitative data were analyzed to assess the clinical judgment and performance of the nursing students. Descriptive statistics were used to analyze quantitative data related to prior knowledge, simulation satisfaction, clinical judgment, and nursing performance during deteriorating patient simulations. Qualitative content analysis was conducted for the reflective journal entries of the participants. Results : Quantitative analysis showed that most participants demonstrated a "being skillful" level of clinical judgment (33.1%) in effective response. At the beginner level, clinical judgment varied across effective noticing(39.7-82.8%), effective interpretating(77.6-82.8%), effective responding(3.4-86.2%), and effective reflecting(90.0-95.4%). Nursing performance in assessing patient respiration or SpO2 after request from a physician ranged from 46.6-48.3%. Qualitative analysis indicated that 48.5% of the participants anticipated a deteriorating condition and initiated appropriate actions, while 70% noticed patient unresponsiveness for the first time. Conclusion : To design an effective simulation program for identifying and addressing deteriorating patient care, a framework for observation and interpretation is essential, along with regular simulated training. It is important to design and assess simulation programs and to conduct thorough interviews with nursing students to gain insight into their clinical decision-making.

A Study of Evaluation Model for Culture Contents' Value Evaluation (문화콘텐츠 가치평가의 평가모형에 관한 연구)

  • Kwon, Ji Hyuk;Baik, Seung Kuk;Son, Ki Dong
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.9 no.3
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    • pp.129-144
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    • 2013
  • Recognizing a limits on quantitative evaluation of cultural contents' and for its betterment, study aims developing a qualitative evaluation model. For this study, Reception Theory, Semiotics and Psychology were derived for epistemological dimension to contemplate culture contents' essential attribute. To be concrete, cultural contents was examined as experiential products, emotional products, rememberable products and texts. Also, codes of fun, emotion and culture were discussed as intrinsic attributes for cultural contents and how those attributes were expressed or composed in cultural contents was discussed as well. Evaluation items were extracted based on final discussion at the epistemic level, set up the final evaluation model by taking experts' advices on each items. With all those outcomes, qualitative evaluation model for cultural contents was developed. For the importance of each index in the model, priority was granted by weighting on each index. Lastly, evaluation scale was developed for each index. The culture contents' evaluation model developed in study is meaningful not only in drawing qualitative evaluation items of video(image) contents and developing the index and model for the first time, but also its possibility of wide use for other genres.

A qualitative research on work scope in dental healthcare hygienists (치과병·의원에 근무하는 치과위생사의 업무 범위에 대한 질적 연구)

  • Moon, Sang-Eun;Hong, Sun-Hwa;Kim, Na-Yeon
    • Journal of Korean society of Dental Hygiene
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    • v.19 no.6
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    • pp.907-918
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    • 2019
  • Objectives: This qualitative research was conducted to clearly find and clinically understand dental hygienists' work experience in order to lay the legal foundation for their work range and safe execution. Methods: From March 1 to April 30, 2019, seven study participants were selected and participated in-depth interviews. Phenomenological research methodology was applied for intensive analysis. Results: They performed jobs that required no professionalism, such as dental assistance, except for scaling. Dental hygienists, nurses' aids, and dental technicians performed the same jobs regardless of difficulty level and legal work range. Dental hygienists failed to accurately recognize their legal work range. Since there was the wide gap between their legal work range and actual work range, it was necessary to expand the work range in line with actual conditions. Conclusions: Given the results, it is necessary to conduct in-depth discussions within the dental circle to make dental hygienists' work execution in line with reality by improving and discussing a legal system for job assignment and expansion of workers. Therefore, it is required to form a plan for the many jobs dental hygienists executed in a clinical setting.

Qualitative Assessment for Hazard on the Electric Power Installations of a Construction Field using FMEA (FMEA를 이용한 건설현장 전력설비의 위험성에 대한 정성적 평가)

  • Kim Doo-hyun;Lee Jong-ho
    • Journal of the Korean Society of Safety
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    • v.19 no.4 s.68
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    • pp.36-41
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    • 2004
  • This paper presents an qualitative assessment for hazard on the electric power installations of a construction field using FMEL The power installations have the mission to maintain the highest level of service reliability on the works. The more capital the electric power invest the higher service reliability they plausibly will achieve. However, because of limited resources, how effectively budgets can be allocated to achieve service reliability as high as possible. The assessment typically generates recommendations for increasing component reliability, thus improving the power installation safety. The FMEA tabulates the failure modes of components and how their failure affects the power installations being considered. Tn order to estimate the risks of a failures, the FMEA presents criticality estimation or risk priority number using the severity, occurrence, and detectability. The results showed that the highest components of the risk priority number among components were condenser, transformer, MCCB and LA. And In case of the criticality estimation, the potential failure modes were abnormal temperature rise, insulation oil leakage, deterioration for the transformer, overcurrent for the MCCB and operation outage fir the LA.

Qualitative Consumer Preference Studies on Korean-style Kimchi in Chinese Living in Korea (한국 거주 중국인을 대상으로 한 한국 김치에 대한 정성적 기호도 조사)

  • Lee, Mi-Ai;Choi, Yun-Jeong;Kim, Mina K.
    • Journal of the East Asian Society of Dietary Life
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    • v.27 no.2
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    • pp.185-193
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    • 2017
  • The objective of this research was to determine the current consumer interest toward Korean Kimchi and identify the preferred sensory characteristics of Kimchi using qualitative consumer studies on Chinese consumers. Five different sessions of focus group interview (FGI) were conducted (n=39). The FGI session was designed to determine 1) current knowledge and interest as well as usage level of Korean-style Kimchi, 2) interests toward different Korean Kimchi based on appearance and tasting evaluation. Based on the results, radish was the most accepted ingredient for Kimchi among Chinese consumers, as it resembles the sensory characteristics of Chinese-style Kimchi. The sensory characteristics driving consumer preferences towards radish-based Kimchi included crunchy texture, and just-about-right sweet and spicy flavor. Thinly sliced radish was the most accepted shape of radish-based Kimchi. The current study provides practical information for product development of Kimchi targeted for Chinese.

The Interaction between Clothing -Wearing Motives and fashion Phenomenon: A Qualitative Approach (의복착용 동기와 유행현상의 상호작용에 관한 질적 연구)

  • 정인희;이은영
    • Journal of the Korean Society of Clothing and Textiles
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    • v.23 no.1
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    • pp.128-139
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    • 1999
  • As the fashion phenomenon changes in the direction of respecting individual tastes it needs to make and effort to search individual clothing-wearing motives. In this study the face to face interviews were carried out to 42 people for 4 months from October 1996 to January 1997. By means of the qualitative data analysis their statements were analyzed. 6 groups were classified on the basis of clothing-wearing motives. Generally consumers began to cognize the necessity of clothing and develops it to situational appropriateness psychological comfort impression management distinction desire and finally attention -receiving desire. The levels of clothing-wearing motives were also interpreted as introversion-extroversion theory. These 6 groups were named in consideration of the highest level of their clothing -searing motives They were respectively the least clothing-cognizing group situation-appropriateness cognizing group psychological comfort cognizing group impression management group distinction desire group attention-receiving desire group. The characteristics of each group were represented based on the interview results and the consuming-behavior of each group was compared. finally the interaction of the clothing-wearing motives and the fashion phenomenon was discussed.

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