• Journal of the Korea Society of Computer and Information
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• v.26 no.3
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• pp.19-28
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• 2021

Esophagogastroduodenoscopy is a method commonly used for early diagnosis of upper gastrointestinal lesions. However, 10-20 percent of the gastric lesions are reported to be missed, due to human error. And countries including the US, the UK, and Japan, the World Endoscopy Organization (WEO) suggested guidelines about essential gastrointestinal parts to take pictures of so that all gastric lesions are observed. In this paper, we propose deep learning techniques for classification of anatomical sites, aiming for the system that informs practitioners whether they successfully did the gastroscopy without blind spots. The proposed model uses pre-processing modules and data augmentation techniques suitable for gastroscopy images. Not only does the experiment result with a maximum F1 score of 99.6%, but it also shows a error rate of less than 4% based on the actual data. Given the performance results, we found the model to be explainable with the potential to be utilized in the clinical area.

• 대한위암학회:학술대회논문집
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• 2002.10a
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• pp.5-10
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• 2002

• Journal of Gastric Cancer
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• v.2 no.4
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• pp.171-174
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• 2002

• The Korean Nurse
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• v.35 no.1
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• pp.57-63
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• 1996

• 대한위암학회:학술대회논문집
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• 2004.04a
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• pp.30-30
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• 2004

• Journal of Yeungnam Medical Science
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• v.13 no.2
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• pp.173-181
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• 1996

위암 환자의 수술후 5년 생존율은 조기암의 경우 90%이상으로 매우 좋으나 진행암의 경우 20~30%를 넘지 못한다. 위암의 예후에 영향을 주는 요인 중 조기 발견보다 더 중요한 것은 없으며, 조기암의 진단율에 노력을 기울이는 것이 현실적 타개책이라 하겠다. 현재 우리나라의 조기암 진단율은 16~22%로 일본의 40~45%보다 극히 저조하므로 소화기계 증상이 있는 경우 위내시경 검사를 적극 권고함이 바람직하다. 위암은 외과적 절제술이 유일한 근치치료법임은 주지의 사실이며 근래에는 위내시경 및 복강경을 이용하여 위장관 기능을 보존하는 술식도 시도되고 있어 바람직한 발전이라 사료되나, 림프절 곽청의 원칙을 훼손하지 않는 범위내에서 이루어져야할 것이다. 근치적 절제술의 정의에 합당한 외과적 치료법만이 5년 생존율 향상을 기대할 수 있으며, 보조적 항암화학요법과 면역요법은 대상 환자의 엄선으로 부분적 치료효과를 기대할 수 있다. 절제불능 위암이나 국소진행암에서 절제율을 높이기 위한 술전치료방법들의 적극적 도입이 바람직하다. 그러나 대상 환자의 선정에 있어 객관적 타당성이 있는 병기 결정 방법과 치료효과를 판정하는 방법의 혁신이 있어야 할 것으로 사료되며 현재의 부정확한 검사방법들의 대안으로 복강경의 이용이 바람직하리라 사료된다.

• Clinical and Experimental Pediatrics
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• v.45 no.4
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• pp.482-488
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• 2002

Purpose : We performed this study to evaluate the diagnostic usefulness of endoscopic finding of nodular gastritis, CLO and HpKit test for H. pylori infection in children. Methods : Gastroduodenal endoscopy and mucosal biopsy were performed on 212 children who visited our hospital between Jul. 1999 and May 2000 due to abdominal pain. We performed CLO and HpKit test for H. pylori with the time interval of 15, 30 minutes, 1, 2, 3, 24, 48, 72, 96, 120 and 144 hours. Histological examination of H. pylori was made by H-E or Alcian yellow stain with biopsy specimens. Sensitivity, specificity, positive predictive and negative predictive value of nodular gastritis, CLO and HpKit test were calculated from the analysis of above data. Results : Sensitivity and specificity of 3 hour-CLO test was 68.4% and 100% respectively. Sensitivity and specificity of 3 hour-HpKit test was 65.8% and 100% respectively. No significant difference in sensitivity and specificity was found between in 3 hour-CLO and HpKit test(P>0.05). Sensitivity of CLO test increased as time lapsed, but corresponding specificity did not decrease as time lapsed(sensitivity and specificity at 144 hours : 89.5% and 94.8% respectively). However, sensitivity of HpKit test increased as time lapsed, but specificity markedly decreased. Sensitivity and specificity of the nodular gastritis was 78.9% and 93.7% respectively. Conclusion : Both CLO and HpKit test have relatively low sensitivity and specificity for the detection of H. pylori in 3 hours of testing in children. The endoscopic finding of nodular gastritis is another good standard in the diagnosis of H. pylori infection in children.

• Korean Journal of Adult Nursing
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• v.25 no.5
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• pp.494-503
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• 2013

Purpose: The purpose of this study was to examine the effects of a simulation-based educational program on anxiety and discomfort in patients with early stage of stomach cancer or stomach adenoma undergoing gastroendoscopic surgery. Methods: The study employed a non-equivalence control group and non-synchronized design to prevent diffusion of treatment. Data were collected from 110 patients (experimental group=55, control group=55) admitted to a department of gastroenterology to undergo gastroendoscopic surgery for early stage of stomach cancer or stomach adenoma. The program was conducted as a 30-minute simulation-based education including 12 processes which patients would experience. Outcome variables were state anxiety, objective discomfort, and subjective discomfort. Results: The scores of state anxiety in the experimental group significantly decreased over time compared to those in the control group. The scores of objective and subjective discomfort after surgery in the experimental group were significantly lower than those in the control group. Conclusion: The study findings suggested that the simulation-based educational program making a person feel sense of real experiences could reduce anxiety and discomfort in gastroendoscopic surgery patients.

• Korean Journal of Adult Nursing
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• v.15 no.2
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• pp.247-255
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• 2003

Purpose: This study examined the effect of music therapy on the pre-exam anxiety of gastroscopy clients. Method: The research period is from June 17 2002 to August 30 2002, and the subjects were 60 individuals, 30 for the experimental and 30 for the control group among adult clients. The data were analyzed by using the SPSS program. Result: The results of this study were as follows: The score of the experimental group was lower than the score of the control group for the situational anxiety (t=-12.56, p=0.000) and systolic blood pressure (t=-3.97, p=0.000) before the examination was supported. The vital sign was partially supported. There was no significant difference(t=-1.05, p=0.297) in the diastolic blood pressure (t=-1.05, p=0.297) and pulse rate(t=-1.30, p=0.199) before the examination of the experimental group and lower than the score of the control group. Conclusion: Music therapy could be useful in the nursing practice, and be utilized as a way of nursing intervention to reduce anxiety of the patients in specific clinical situations. Finally, it is recommended that further studies be conducted on this therapy by utilizing different musical selections.

• Korean Journal of Adult Nursing
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• v.25 no.2
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• pp.231-239
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• 2013

Purpose: This study was conducted to identify the effects of video-audio information provision on physical discomfort, anxiety and nursing satisfaction of the clients for gastroscopy. Methods: The study design was nonequivalent control group pre-post test design. The subjects were 50 patients who visited H hospital health examination center for gastroscopy. Video-audio information developed by the authors was used as educational material for the treatment group. The data were collected between September 15 and November 15, 2010. The study instruments were the State-Trait Anxiety Inventory, the Physical Discomfort Scale, and the Nursing Satisfaction Scale. Results: The level of anxiety and physical discomfort in the treatment group were not significantly different from that in the comparison group (t=-0.28, p=.781; t=-0.34, p=.741). The level of clients' satisfaction with nursing care in the treatment group was significantly higher than in the comparison group (t=-4.12, p<.001). Conclusion: Use of video-audio information was effective in the increase in satisfaction with care. Therefore, it could be useful in the nursing practice, and be utilized as a way of nursing intervention to improve nursing satisfaction.