• 제목/요약/키워드: positive recurrent

검색결과 186건 처리시간 0.031초

명령 실행 모니터링과 딥 러닝을 이용한 파워셸 기반 악성코드 탐지 방법 (PowerShell-based Malware Detection Method Using Command Execution Monitoring and Deep Learning)

  • 이승현;문종섭
    • 정보보호학회논문지
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    • 제28권5호
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    • pp.1197-1207
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    • 2018
  • 파워셸은 닷넷 프레임워크를 기반에 둔, 커맨드 라인 셸이자 스크립트 언어로, 그 자체가 가진 다양한 기능 외에도 윈도우 운영체제 기본 탑재, 코드 은닉 및 지속의 수월함, 다양한 모의 침투 프레임워크 등 공격 도구로서 여러 이점을 가지고 있다. 이에 따라 파워셸을 이용하는 악성코드가 급증하고 있으나 기존의 악성코드 탐지 기법으로 대응하기에는 한계가 존재한다. 이에 본 논문에서는 파워셸에서 실행되는 명령들을 관찰할 수 있는 개선된 모니터링 기법과, Convolutional Neural Network(CNN)을 이용해 명령에서 특징을 추출하고 실행 순서에 따라 Recurrent Neural Network(RNN)에 전달하여 악성 여부를 판단하는 딥 러닝 기반의 분류 모델을 제안한다. 악성코드 공유 사이트에서 수집한 파워셸 기반 악성코드 1,916개와 난독화 탐지 연구에서 공개한 정상 스크립트 38,148개를 이용하여 제안한 모델을 5-fold 교차 검증으로 테스트한 결과, 약 97%의 True Positive Rate(TPR)와 1%의 False Positive Rate(FPR)로 모델이 악성코드를 효과적으로 탐지함을 보인다.

농촌지역 재가노인의 낙상 재발 위험요인 분석 (Risk Factors for Recurrent Falls Among Community-dwelling Elderly in Rural Areas)

  • 전미양;양선희
    • 한국산학기술학회논문지
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    • 제14권12호
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    • pp.6353-6363
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    • 2013
  • 본 논문은 농촌지역 재가 노인의 낙생재발과 관련된 위험요인을 분석함으로써 낙상재발 방지 프로그램을 개발하는데 근거자료로 제공하고자 시도하였다. 본 연구의 대상자는 낙상 횟수에 따라 비낙상자, 1회 낙상자, 낙상재발자로 구분하였으며 대상자는 329명이었고 자료수집은 2010년 2월 5일부터 2월 14일까지 실시하였다. 329명 노인 중 1회 낙상자는 14.3%, 낙상재발자 4.0%이었다. 세 군간에 정적 균형(한발서기 시간)(F=5.86, p=.003), 동적 균형(3m 걸어갔다 돌아오는 시간)(F=24.32, p<.001), 낙상 위험도(F=9.94, p<.001), 낙상예방행위이행도(F=3.09, p=.047)는 유의한 차이가 있었다. 상관관계 분석에서 낙상 횟수와 슬관절 굴곡근 근력(r=-.15, p=.008), 정적 균형(r=-.16, p=.004), 낙상예방행위이행도(r=-.12, p=.030)는 역상관관계가, 동적 균형(r=.26, p<.001), 우울(r=.13, p=.019), 낙상위험도(r=.30, p<.001)는 순상관관계가 있었다. 낙상 횟수와 유의한 상관관계가 있는 변수를 활용하여 투입식 회귀분석을 실시한 결과 설명력 36.0%로 유의한 것으로 나타났다. 이와 같은 본 연구결과를 근거로 농촌지역 재가 노인의 낙상재발을 방지하기 위해서는 노인의 균형을 증진시킬 수 있는 신체활동과 우울을 감소시킬 수 있는 심리적 중재 및 낙상예방행위를 이행할 수 있는 행동요법 등이 포함된 복합 낙상재발 방지 프로그램을 제안한다.

Does Human Epididymis Protein 4 (HE4) Have a Role in Prediction of Recurrent Epithelial Ovarian Cancer

  • Innao, Pedrada;Pothisuwan, Methasinee;Pengsa, Prasit
    • Asian Pacific Journal of Cancer Prevention
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    • 제17권9호
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    • pp.4483-4486
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    • 2016
  • Background: Despite the fact that ovarian cancer is the seventh most common cancer in women worldwide and the fifth leading cause of cancer death, It is the most common cause of death due to reproductive cancers in Thailand where epithelial ovarian cancer (EOC) is commonly found. According to a Thai statistical analysis in 2010 by the Department of Medical Services, epithelial ovarian cancer was the sixth most common cancer in Thailand from 2001to 2003.The incidence of 5.1 per 100,000 women per year. Human epididymis protein 4 (HE4) is a novo diagnostic tumor marker for EOC. The combination of HE4 and carcinoma antigen 125 (CA 125) is a tool for detecting epithelial ovarian cancer (EOC) better than using CA 125 alone. Therefore, the researcher is interested in HE4 does have a role to predict recurrent epithelial ovarian cancer. Materials and Methods: The patients who had complete response after diagnosed with epithelial ovarian cancer by pathology, FIGO stage 3 or more had been treated through surgery and chemotherapy at the Sunpasitthiprasong Hospital from June 2014 until March 2016. The patients were followed up every three months, using tumor marker (CA 125, HE4,Carcinoma antigen 19-9) together with other checkup methods, such as rectovaginal examination, CXR every year and other imaging as indication. Afterwards, the data was analyzed for the ability of HE4 to detect recurrence of epithelial ovarian cancer. Results: In 47 patients in this study follow-up for 22 months after complete response treatment from surgery and chemotherapy in epithelial ovarian cancer, 23 had recurrent disease and HE4 titer rising. The patients with recurrent epithelial ovarian cancer demonstrated high levels of both HE4 and CA125 with sensitivity of 91.3% and 52.7% respectively, specificity of 87.5% and 95.6% and positive predictive values of 87.5% and 85.7%. HE4 can predict recurrent epithelial ovarian cancer (p-value=0.02242). Comparing HE4 and CA125 in predicting recurrent epithelial ovarian cancer HE4 had more potential than CA125 (p-value =0.8314). Conclusions: The present study showed HE4 to have a role in predicting recurrent epithelial ovarian cancer and HE4 is potentially better than CA125 as a marker for this purpose.

THE SET OF RECURRENT POINTS OF A CONTINUOUS SELF-MAP ON AN INTERVAL AND STRONG CHAOS

  • Wang, Lidong;Liao, Gongfu;Chu, Zhenyan;Duan, Xiaodong
    • Journal of applied mathematics & informatics
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    • 제14권1_2호
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    • pp.277-288
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    • 2004
  • In this paper, we discuss a continuous self-map of an interval and the existence of an uncountable strongly chaotic set. It is proved that if a continuous self-map of an interval has positive topological entropy, then it has an uncountable strongly chaotic set in which each point is recurrent, but is not almost periodic.

Allergic Bronchopulmonary Aspergillosis Presenting as Recurrent Mass-like Consolidation

  • Choe, Yeong Hun
    • Tuberculosis and Respiratory Diseases
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    • 제78권2호
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    • pp.133-136
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    • 2015
  • Allergic bronchopulmonary aspergillosis (ABPA) is a hypersensitive disease showing various radiographic and clinical manifestations. Its clinical course has not been fully understood. Here I describe a case of a 23-year-old immunocompetent man with frequently relapsing ABPA. He was asthmatic. He visited our hospital because of a chronic cough. Laboratory examination showed eosinophilia with increased total and Aspergillus-specific IgE as well as positive skin reaction to Aspergillus fumigatus. Radiologic feature was a dense consolidation. Histology showed organizing pneumonia with eosinophilic infiltration. On the diagnosis of ABPA, he was treated with systemic steroid and itraconazole. Although treatment response was excellent, he suffered from recurrent ABPA three times thereafter in the form of fleeting mass-like consolidation.

기관 및 기관지를 침범한 재발성다발연골염 1례 (A Case of Relapsing Polychondritis involving Trachea and Bronchi)

  • 임상철;장일권;임성철;박경옥
    • 대한기관식도과학회지
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    • 제4권1호
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    • pp.117-121
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    • 1998
  • Relapsing polychondritis is a rare disesase involving any cartilaginous structure of entire body and is characterized by recurrent episode of inflammation and degeneration of cartilage and most commonly involve ear, nose, larynx, trachea, ribs, Eustachian tube, etc. Its signs and symptoms are recurrent swelling of auricle, saddle nose deformity, polyarthralgia, hoarseness and dyspnea, audiovestibular disturbance and cardiovascular abnormality, etc. Characteristic histologic findings are loss of normal basophilic staining of cartilage, perichondrial inflammatory infiltration with plamsa cells, lymphocytes and neutrophils, and finality, destruction of cartilage and replacement with scar tissue. Our case had saddle nose deformity, arthralgia, tracheal collapse, hearig loss and positive histologic finding but no auricular perichnodritis. Her major problem was airway. obstruction due to tracheal collapse. This case was diagnosed with relapsing polychondritis according to the Damiani's criteria. This case indicates that any patients complaining of airway obstruction have to be examined systemically.

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기성금관수복 유구치의 변연 적합도에 관한 연구 (A STUDY ON MARGINAL ADAPTATION OF READY-MADE STAINLESS STEEL CROWN TO THE PRIMARY MOLAR)

  • 이선경;이광수;김종철
    • 대한소아치과학회지
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    • 제23권2호
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    • pp.389-400
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    • 1996
  • In Class II amalgam restoration in deciduous molar, failure rate and incidence of recurrent caries are high as children become older. In order to preserve deciduous molars till the physiologic exfoliation time, stainless steel crown is a choice of the treatment. As a result of a careless treatment, such as overhanging margin, poor marginal adaptation, poor proximal contour and inadequate mesiodistal width give rise to interfering eruption of the adjacent teeth, recurrent caries and chronic gingival irritation and insufficient arch length respectively. In this study, 252 s.s. crowned teeth extracted due to physiologic exfoliation or periapical lesion. The purpose of this study is to analyze the marginal adaptation of stainless steel crown to the deciduous molar in order to obtain better clinical result. The results were as follows : 1. Between the length of s.s. crown and the marginal gap of crown, positive correlations were shown. 2. Largest amount of marginal gap was shown at buccal side in upper deciduous molars and lower first deciduous molar, lingual side in lower second deciduous molar. But no significant diffrence were found statistically compared to second most largest one. 3. Incidence of exposed restoration and recurrent caries were higher in proximal surface than buccal/lingual surface. And extension of restoration below the margin of s.s. crown gives rise to higher rate of recurrent caries. 4. Defect of contour was found in 34%, frequently found in lower 1st deciduous molar and upper 1st deciduous molar. 5. Marginal polishing defects were found in 23%. 6. Ledge was formed in 10% especially in lower 1st deciduous molar and lower 2nd deciduous molar. 7. 16% of the teeth had wear facet due to traumatic occlusion, 7% of them had occlusal perforation.

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Prevalence and confounders of chronic endometritis diagnosed using CD138 in patients with recurrent implantation failure

  • Hye Jeong Hue;Hyunji Choi;Hyun Kyoung Lee;Jung Ryeol Lee;Byung Chul Jee;Chang Woo Choo;Seul Ki Kim
    • Clinical and Experimental Reproductive Medicine
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    • 제51권2호
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    • pp.163-169
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    • 2024
  • Objective: This retrospective study aimed to investigate the prevalence of chronic endometritis, diagnosed using CD138 immunohistochemistry, among infertile women and to assess the association between chronic endometritis and recurrent implantation failure (RIF). Methods: In total, 266 patients who underwent hysteroscopy due to infertility between 2019 and 2020 were included in the analysis. Of these, 136 patients with RIF and 130 non-RIF patients were included in the study. CD138 immunohistochemistry test results, blood biomarkers (including natural killer cells, white blood cells, and the lymphocyte-to-neutrophil ratio), and data on pregnancy outcomes were obtained. If the CD138 test yielded a positive result, the patients received antibiotic treatment. Results: The overall proportion of CD138-positive patients was 32.7% (87/266). The CD138 positivity rate was not related to the number of cycles with implantation failure. In the RIF patient group, no significant associations were found between CD138 positivity and peripheral blood markers. The clinical pregnancy rates were similar between infertile women treated with antibiotics for chronic endometritis and those without chronic endometritis. Conclusion: To improve the pregnancy rate in infertile patients, it may be helpful to combine CD138 testing with other laboratory tests and administer antibiotic treatment if the result is positive.

흰쥐에서 편측 반회후두신경 재지배 후 neuronal Nitric Oxide Synthase(nNOS)의 발현과 후두기능회복과의 관계 (The Expression of neuronal Nitric Oxide Synthase in Reinnervated Recurrent Laryngeal Nerve)

  • 정성민;김성숙;조윤희;구태완;박수경;신유리
    • 대한후두음성언어의학회지
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    • 제12권1호
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    • pp.46-54
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    • 2001
  • Background and Objectives : Nitric oxide(NO) is a short-lived molecule with messenger and cytotoxic functions in nervous, cardiovascular, and immune systems. Among the three distinct NOS isoforms, the neuronal isoform is expressed in small, discrete neuronal populations of CNS and PNS. Axonal injury in adult animals results in a dramatic NOS up-regulation in many types of central and peripheral neurons which normally lack the enzyme or express it only at very low levels. In previous study, we confirmed the efficacy of PEMS on the early functional recovery in rats with surgically transected and reanastomosed recurrent laryngeal nerve. Therefore, after we obtained functionally recovered rats using PEMS in this study, we studied to evaluate the expression of nNOS through the analysis of the difference between functional recovery group and non-recovery group in the recurrent laryngeal nerve. Materials and Method : Using 84 healthy male Sprague-Dawley rats, transections and primary anastomosis were performed on their left recurrent laryngeal nerves. Rats were then randomly assigned to 2 groups. The rats in group A(n=42) received PEMS by placing them in custom cages equipped with Helm-holz coils(3 hr/day, 5 days/wk, for 12 wk). The rats in group B(n=42) were handled the same way as the group A, except that they did not receive PEMS. Laryngovideoendoscopy was performed before and after surgery and followed up weekly. Laryngeal EMG was obtained in both PCA and TA muscles. Immunohistochemisty staining using monoclonal anti-neuronal nitric oxide synthase(nNOS) antibody was performed to detect nNOS in recurrent laryngeal nerve and nodose ganglion. Results : 20 rats(63%) in group A and 5 rats(17%) in the group B showed recovery of vocal fo1d motion. The number of NOS-positive cells was increased in functionally-recovered rats. NOS-staining intensity was reduced 12 weeks after nerve injury. The difference between PEMS group and non-stimulated group was not found. Conclusion : This study shows that nNOS may exert a beneficial effect on nerve regeneration and functional repair.

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흰쥐에서 편측 반회후두신경 재지배 후 Phopholipase C-$\gamma$1(PLC-$\gamma$1)의 발현과 후두기능회복과의 관계 (Enhanced Expression of Phospholipase C-$\gamma$1 in Regenerating Murine Neuronal Cells by Pulsing Electromagnetic Field)

  • 정성민;신혜정;김성숙;김문정;윤선옥;박수경;신유리;김진경
    • 대한후두음성언어의학회지
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    • 제12권2호
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    • pp.126-132
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    • 2001
  • Background and Objectives : Signal traduction through phospholipase C(PLC) participate in the regulation of cell growth and differentiation. Growth factors bind to their receptors and thereby induce tyrosine phophorylation of the phospholipase C-${\gamma}$1(PLC-${\gamma}$1). PLC-${\gamma}$1 is a substrate for several receptor tyrosine kinases and its catalytic activity is increased by tyrosine phosphorylation. Tyrosine kinase phosphorylation of PLC-${\gamma}$1 stimulates PLC activation and cell proliferation. However the signal transduction pathway and the significance of PLC in injured recurrent laryngeal nerve regeneration is unknown. Therefore after we obtained fuctionally recovered rats using PEMF in this study, we attempt to provide some evidence that PLC plays a role in nerve regeneration itself and regeneration related to PEMF through the analysis of the difference between fucntional recovery group and non-recovery group in the recurrent laryngeal nerve. Materials and Method : Using 32 healthy male Sprague-Dawley rats, transections and primary anastomosis were performed on their left recurrent laryngeal nerves. Rats were then randomly assigned to 2 groups. The experimental group(n=16) received PEMS by placing them in custom cages equipped with Helm-holz coils(3hr/day, 5days/wk, for 12wk). The control group(n=16) were handled the same way as the experimental group, except that they did not receive PEMS. Laryngo-videoendoscopy was performed before and after surgery and followed up weekly. Laryngeal EMG was obtained in both PCA and TA muscles. Immunohistochemisty staining and Western blotting analysis using monoclonal antibody was performed to detect PLC-${\gamma}$1 in recurrent laryngeal nerve and nodose ganglion. Results : 10 rats(71%) in experimental group and 4 rats(38%) in the control group showed recovery of vocal fold motion. Functionally-recoverd rats show PLC-${\gamma}$1 positive cells in neuron and ganglion cells after 12 weeks from nerve injury. Conclusion : This study shows that PLC1-${\gamma}$ involved in singnal trasduction pathway in functinal recovery of injured recurrent laryngeal nerve and PEMF enhance the functional recovery by effect on this molecule.

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