• 한국산업정보학회논문지
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• 제28권6호
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• pp.11-20
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• 2023

자동차보험 교통사고 진료비는 매년 증가하고 있다. 본 연구는 교통사고 진료비용 상승의 주요 항목인 경상환자 중 장기입원환자(18일 이상)를 예측하는 모델을 decision tree 등 5개 알고리즘을 이용하여 생성하고, 장기입원에 영향을 미치는 요인을 분석했다. 그 결과, 예측 모델의 정확도는 91.377 ~ 91.451이며 각 모델 사이에 큰 차이점은 없었으나 random forest와 XGBoost 모델이 91.451로 가장 높았다. 설명변수 중요도에 있어서 병원 소재지, 상병명, 병원 종류 등 장기환자군과 비 장기입원 환자군 사이에 모델마다 상당한 차이가 있었다. 모델 평가는 훈련 데이터의 교차검증(10회)한 모델별 평균 정확도와 실험 데이터의 정확도를 상호 비교한 결과로 검정했다. 설명변수 유의성 검증을 위해 범주형 변수는 카이제곱 테스트를 실시하였다. 본 논문의 연구 결과는 경상 환자들의 과잉진료 및 사회적 보험료 비용을 줄이는 진료행태 분석에 도움이 될 것이다.

• 대한영상의학회지
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• 제82권3호
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• pp.541-550
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• 2021

발을 향해 가는 혈류의 중요한 길목인 무릎 밑 동맥은 다리 혈관 중 가장 가늘며, 협착 등의 병변이 발생하거나 폐쇄가 발생하게 되면 중증하지허혈을 유발할 수 있다. 중증하지허혈이란 말초동맥 질환의 가장 심한 임상 양상 중 하나로서 휴지기 동통, 족부궤양 또는 괴저의 형태로 나타난다. 일반적으로 동맥경화 질환의 진행은 미만성으로 나타나며 대다수의 환자에서 무릎 밑 동맥을 침범한다. 치료의 목표는 동맥혈류 재개통과 사지구제이다. 기술적으로 가능한 경우, 그리고 환자가 걷지 못하는 상태가 아니라면 중증하지허혈이 있는 환자는 혈관의 재개통이 즉시 이루어져야 한다. 따라서 혈관 내 치료는 무릎 밑 동맥을 포함한 모든 환자의 표준 치료가 될 것이며, 혈관재건술을 시행하는 외과의의 임상적 역할은 줄어들 것이다.

• 디지털융복합연구
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• 제11권5호
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• pp.371-384
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• 2013

본 연구에서는 한국 및 미국의 퇴원환자 자료를 이용하여 한국 및 미국의 중증도 보정 사망 모형을 개발하고 개발된 중증도 보정 사망모형에 따라 중증도 보정 사망률 지표를 산출 및 비교한 다음 이를 통해 국내 의료기관 사망률 관리 방안을 제시하고자 하였다. 한국 및 미국 의료기관의 중증도 보정 사망 모형은 데이터마이닝기법인 다중 로지스틱회귀분석 기법, 의사결정나무분석 기법을 이용하여 개발하였다. 개발된 의료기관의 중증도 보정 사망모형에 따라 한국 및 미국 의료기관의 중증도 보정 사망률을 산출한 결과 한국은 매년 증가하고 있는 반면 미국은 매년 감소하고 있는 것으로 나타나 한국과 미국간에 차이가 있었다. 의료기관의 병상규모별 중증도 보정 사망률의 변이 또한 한국이 미국보다 높았다. 국내 의료기관의 사망률 관리를 위해서는 의료기관 자체내에서 사망환자 관리가 가능한 대형 의료기관들의 경우 의료기관 중증도 보정 사망률 평가 결과 공개를 통해 지속적으로 사망률 관리를 유도하고, 의료기관 자체내에서 사망률 관리가 힘든 중소병원들은 국가 차원에서 파악한 국내 의료기관 사망환자 관리의 문제점 및 이를 개선할 수 있는 개선방안을 토대로 사망률 관리 컨설팅을 시행하는 등 의료기관 사망환자 관리 사업을 진행하여야 한다.

• Archives of Plastic Surgery
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• 제50권6호
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• pp.627-634
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• 2023

In recent decades, a number of simulation models for microsurgical training have been published. The human placenta has received extensive validation in microneurosurgery and is a useful instrument to facilitate learning in microvascular repair techniques as an alternative to using live animals. This study uses a straightforward, step-by-step procedure for instructing the creation of simulators with dynamic flow to characterize the placental vascular tree and assess its relevance for plastic surgery departments. Measurements of the placental vasculature and morphological characterization of 18 placentas were made. After the model was used in a basic microsurgery training laboratory session, a survey was given to nine plastic surgery residents, two microsurgeons, and one hand surgeon. In all divisions, venous diameters were larger than arterial diameters, with minimum diameters of 0.8 and 0.6 mm, respectively. The majority of the participants considered that the model faithfully reproduces a real microsurgical scenario; the consistency of the vessels and their dissection are similar in in vivo tissue. Furthermore, all the participants considered that this model could improve their surgical technique and would propose it for microsurgical training. As some of the model's disadvantages, an abundantly thick adventitia, a thin tunica media, and higher adherence to the underlying tissue were identified. The color-perfused placenta is an excellent tool for microsurgical training in plastic surgery. It can faithfully reproduce a microsurgical scenario, offering an abundance of vasculature with varying sizes similar to tissue in vivo, enhancing technical proficiency, and lowering patient error.

• 기본간호학회지
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• 제22권2호
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• pp.139-148
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• 2015

Purpose: This study was done to examine the effects of meatal care with essential oil on meatal E-coli and pH of inpatients in geriatric hospital. Methods: The participants were 40 patients admitted to J geriatric hospital in G city, Korea. Twenty patients were assigned to the experimental group and 20 to the control group. Participants in the experimental group received meatal care with essential oil (application of essential oil mixture consisting of lavender, tea tree, and frankincense). The control group received meatal care with saline. The meatal care was performed twice daily for one week in both groups. The scores for meatal odor, meatal pH and bacterial count for E-coli were measured before and after the treatment. Results: The score for meatal odor were significantly lower in the experimental group compared to the control group. The meatal pH and bacterial count for E-coli significantly decreased in the experimental group compared to the control group. Conclusion: Findings indicate that meatal care with essential oil is an effective nursing intervention to reduce meatal odor, meatal pH and bacterial count for E-coli for elderly women inpatients in geriatric hospitals.

• 한국컴퓨터정보학회논문지
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• 제10권5호
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• pp.271-280
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• 2005

본 연구에서는 한방분야에서 검진에 영향을 미치는 요인들에 대하여 의사결정나무기법을 이용하여 도출하였고, 군집 분석을 통해 환자들의 특성에 대하여 알아보았다. 또한 질병간 연관성 분석을 재입원 환자 군들의 질병 구조를 파악하기 위하여 실시하였다 아울러 도출된 군집들은 병원수익에 어떤 영향을 미치고 있는지에 대한 결과를 도출하였다. 즉 한방분야에 대하여 데이터마이닝 기법을 적용한 데이터베이스 마케팅을 통해 내원 환자들의 특성을 파악하고 병원 수익에 영향을 미치는 요인들을 실증적으로 도출하였다. 본 연구를 통하여 병원의 효율적인 운영과 활성화를 위한 데이터베이스 마케팅을 실시함으로써 병원 경영 에 효율성을 도모할 수 있을 것이다.

• Parasites, Hosts and Diseases
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• 제58권6호
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• pp.689-694
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• 2020

Strongyloidiasis is caused by Strongyloides stercoralis and is one of the most neglected tropical diseases in tropical and subtropical regions. Although several strongyloidiasis cases have been reported in Korea, genetic analysis of Korean isolates is still incomplete. In this study, a parasite was isolated from a 61-year-old man diagnosed with strongyloidiasis during the treatment of lymphoma on his retroperitoneal lymph node. Diffuse symmetric wall thickening from the ascending to descending colon and a nematode-infected intestine was observed following microscopic examination. Genomic DNA was isolated from a patient tissue block, and S. stercoralis was identified by PCR and sequencing (18S rDNA). In order to determine phylogenetic location of a Korean isolate (named KS1), we analyzed cox1 gene (500-bp) and compared it with that from 47 previous S. stercoralis isolates (28 human isolates and 19 canid isolates) from Asian countries. Our results showed that phylogenetic tree could clearly be divided into 5 different groups according to hosts and regions. KS1 was most closely related with the Chinese isolates in terms of genetic distance.

• 대한세포병리학회지
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• 제11권1호
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• pp.11-18
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• 2000

Pancreaticobiliary tract strictures are frequent Indications for endoscopic retrograde cholangiopancreatography(ERCP). We have investigated the brushing cytology in order to determine its efficacy for diagnosis of pancreaticobiliary malisnancies. Brushing cytology during ERCP was evaluated in 56 patients with biliary tract stricture presenting to the Catholic Hospital of Taegu-Hyosung from April 1997 to August 1999. A comparison was made between the cytologic and histologic diagnoses on 32 cases from 30 patients. A diagnosis of malignancy was establishied in 78.1%, benign in 15.6%, and inadequate in 6.3% of the cases. Statistical data on cytologic diagnoses in strictures of the bile duct were as follows; specificity and sensitivity of blushing procedure was 100% & 83.3%, respectively: sensitivity of interpretation was 89.3%: with no false positive cases and 3 false negative cases: predictive value for malignancy was 100% & 100%, respectively: predictive value for benign was 28.6% & 40%,, respectively: overall diagnostic efficiency was 84.4%. It is concluded that brush cytology is a diagnostically reliable, highly specific technique for malignant lesions encounted at ERCP, although a negative result does not rule out the diagnosis of malignancy.

• 품질경영학회지
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• 제46권3호
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• pp.539-550
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• 2018

Purpose: The purpose of this study was to find meaningful patient groups of disease using foreign patients data and analyze implemented test of the patient groups. Methods: The data was collected by foreign patients' EMR data of K university hospital. The author proposed tree-form patients' characteristic diagram through statistical methods that association rule, proportion test, clustering using prescription information and questionnaire information. Results: This study's analysis process was applied high blood data and diabetes data. Analysis showed other characteristic of meaningful patient groups in high blood and diabetes. In high blood, test implementation rate of patient group showed the differences. And in diabetes, test implementation rate of patient group and implemented test list showed differences. Conclusion: The result of this study can play a role as basic data that can be clinical testing standard in preventive aspect. Eventually, 5 dimensions of SERVQUAL will be improved by this study's process.

• Tuberculosis and Respiratory Diseases
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• 제78권3호
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• pp.203-209
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• 2015

Background: Induced sputum (IS) has been used to collect airway secretions in subjects who have inadequate sputum production. The aim of this study was to investigate the efficacy of IS for the diagnosis of pulmonary tuberculosis (PTB) in adults unable to expectorate sputum. Methods: Medical records of 39 PTB patients who underwent IS due to absence of spontaneous sputum production between January 2011 and March 2014 at a tertiary hospital in South Korea were reviewed. Results of acid fast bacilli smear, Mycobacterium tuberculosis culture and polymerase chain reaction assay for M. tuberculosis (TB-PCR) of IS specimens from these patients were analyzed. Clinical and high-resolution computed tomography (HRCT) characteristics were also analyzed to find characteristics associated with IS culture positivity. Results: Of the 39 IS specimens from PTB patients, 7 (17.9%) were smear positive and 31 (79.5%) were culture positive. Twenty-four IS specimens were tested for TB-PCR and 13 (54.2%) were positive on TB-PCR. Multivariate analysis showed that younger age (p=0.04) and presence of tree-in-bud appearance on HRCT (p=0.03) were independent predictors of IS culture positivity. Conclusion: IS is useful for the diagnosis of PTB in adults unable to expectorate sputum. Younger age and tree-in-bud appearance on HRCT were associated with IS culture positivity in these patients.