• 제목/요약/키워드: standard of diagnosis

검색결과 1,180건 처리시간 0.035초

치매 진단을 위한 Faster R-CNN 활용 MRI 바이오마커 자동 검출 연동 분류 기술 개발 (Alzheimer's Disease Classification with Automated MRI Biomarker Detection Using Faster R-CNN for Alzheimer's Disease Diagnosis)

  • 손주형;김경태;최재영
    • 한국멀티미디어학회논문지
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    • 제22권10호
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    • pp.1168-1177
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    • 2019
  • In order to diagnose and prevent Alzheimer's Disease (AD), it is becoming increasingly important to develop a CAD(Computer-aided Diagnosis) system for AD diagnosis, which provides effective treatment for patients by analyzing 3D MRI images. It is essential to apply powerful deep learning algorithms in order to automatically classify stages of Alzheimer's Disease and to develop a Alzheimer's Disease support diagnosis system that has the function of detecting hippocampus and CSF(Cerebrospinal fluid) which are important biomarkers in diagnosis of Alzheimer's Disease. In this paper, for AD diagnosis, we classify a given MRI data into three categories of AD, mild cognitive impairment, and normal control according by applying 3D brain MRI image to the Faster R-CNN model and detect hippocampus and CSF in MRI image. To do this, we use the 2D MRI slice images extracted from the 3D MRI data of the Faster R-CNN, and perform the widely used majority voting algorithm on the resulting bounding box labels for classification. To verify the proposed method, we used the public ADNI data set, which is the standard brain MRI database. Experimental results show that the proposed method achieves impressive classification performance compared with other state-of-the-art methods.

표준화된 간호진단 및 문제와 NANDA-I 교차분석: 4개 상급종합병원 사례를 중심으로 (Cross Mapping of Standardized Nursing Diagnoses and Problems with NANDA-I in 4 Tertiary Hospitals)

  • 송미라;심소연;김대성;이경순;이유나;원미숙
    • 임상간호연구
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    • 제26권3호
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    • pp.374-384
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    • 2020
  • Purpose: To explore the scope and method of applying standardized nursing terminologies to nursing diagnosis and problems used in nursing practice. Methods: A descriptive study was done with a retrospective analysis of the nursing records of 141,420 patients that were hospitalized in 4 tertiary hospitals. The nursing diagnosis and problems collected from the records were standardized, and the standardized nursing diagnosis and problems cross mapped with NANDA-I, confirmed in a nursing focus group. Results: 65 (67.7%) of the 96 standardized nursing diagnosis and problems were equal with NANDA-I and included in the 10 domains of NANDA-I. Among 86 nursing diagnosis and problems excluded from the cross mapping with NANDA-I, the 63 terms (73.3%) related to surgery/procedure were the most common. Conclusion: It is meaningful that multi-tertiary hospital nursing diagnosis and problems were standardized and cross mapping with standard nursing terminologies was performed. As for the method of applying standardized nursing terminologies in nursing practice, it is appropriate to use several standardized nursing terminologies complementarily.

Diagnosis of Helicobacter pylori Infection

  • Tongtawee, Taweesak;Kaewpitoon, Soraya;Kaewpitoon, Natthawut;Dechsukhum, Chavaboon;Leeanansaksiri, Wilairat;Loyd, Ryan A;Matrakool, Likit;Panpimanmas, Sukij
    • Asian Pacific Journal of Cancer Prevention
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    • 제17권4호
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    • pp.1631-1635
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    • 2016
  • Helicobacter pylori infection plays an important role in the pathogenesis of chronic gastritis, peptic ulcer disease and gastric malignancy. A diagnosis of infection is thus an important part of a treatment strategy of many gastrointestinal tract diseases. Many diagnostic tests are available but all have some limitations in different clinical situations and laboratory settings. A single gold standard cannot available, but be used for diagnosis of Helicobacter pylori infection in daily clinical practice in all areas, so several techniques have been developed to give reliable results, especially focusing on real time endoscopic features. The narrow band imaging system (NBI) and high resolution endoscopy are imaging techniques for enhanced visualization of infected mucosa and premalignant gastric lesions. The aim of this article is to review the current diagnostic options and possible future developments detection of Helicobacter pylori infection.

3d-PD 패턴과 VHF/UHF PD 신호의 고찰 (The Analysis of VHF/UHF PD and 3d-PD Pattern)

  • 임장섭;박용석;최병하;한석균
    • 한국전기전자재료학회:학술대회논문집
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    • 한국전기전자재료학회 2001년도 춘계학술대회 논문집 반도체재료
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    • pp.75-78
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    • 2001
  • Recently, the HFPD measurement testing is widely used in partial discharge measurement of HV machines because HFPD measurement testing receives less influence of external noise and has a merit of good sensitivity. Also HFPD testing is able to offer the judgement standard of degradation level of HV machine and can detect discharge signals in live-line. Therefore it is very useful method compare to previous conventional PD testing method and effective diagnosis method in power transformer that requires live-line diagnosis. But partial discharges have very complex characteristics of discharge pattern so it is required continuous research to development of precise analysis method. In recent, the study of partial discharge is carrying out discover of initial defect of power equipment through condition diagnosis and system development of degradation diagnosis using HFPD(High Frequency Partial Discharge) detection. In this study, simulated transformer is manufactured and HFPD occurred from transformer is measured with broad band antenna in real time, the degradation grade of transformer is analyzed through produced patterns in simulated transformer according to applied voltages.

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국내외 설진기를 활용한 인간 대상 연구현황 (A review on Clinical Trials by Using a Computerized Tongue Diagnosis System)

  • 이현주;권나연;남동현
    • 대한한의진단학회지
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    • 제19권1호
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    • pp.1-10
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    • 2015
  • Objectives The purpose of this study was to survey the status of clinical use of a computerized tongue diagnosis system (CTDS) Methods We searched domestic/international articles using the CTDS from online medical databases including OASIS, NDSL and pubmed. We selected articles on clinical application or reliability of CTDS but excluded articles on mechanical design or software programming for developing a new CTDS. Finally we found 15 articles and classified the articles according to the study purpose. Results Out of the 15 articles, 8 were focused on the clinical application including halitosis, cold/heat syndrome, lung cancer, xerostomia etc. Other 5 articles were aimed at evaluating and improving reliability of CTDS. The other 2 articles were studied for development of differential diagnostic criteria on tongue coating thickness. Conclusion We found out that until now the researches on clinical application of CTDS mainly had been performed for producing a variety of CTDSs. Considering the importance of the tongue color in the traditional Korean medicine, we suggest that at first standard operating procedure for CTDS be developed and researches to develop differential diagnostic criteria on tongue body/coating color be performed and then explore its applications.

퇴행성 슬관절염 환자를 포함한 만성 슬통환자의 설문분석과 경락허실변증 진단일치도에 관한 연구 (The Study on the Questionnaire Analysis and Agreement Diagnosis of the Same Patients Using Differentiation of Symptoms and Signs on Chronic Knee Joint Pain Including Osteoarthritis of Knee Joint)

  • 이종덕;이상관;이성용;문형철;최선미;정영해;김성철
    • Journal of Acupuncture Research
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    • 제23권1호
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    • pp.71-93
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    • 2006
  • Objectives : This study is performed for proposing reasonable clinical study protocol at International standard clinical study of osteoarthritis of Knee Joint. Methods : We gave the eighteen oriental medicine doctors the questionnaire and the video about female patient who diagnosed Knee joint of osteoarthritis above 60 years old and they tested same patients using differentiation of symptoms and signs. Then they retested it after We educated them with diagnosis education text. Conclusion : The improvement of diagnosis agreement can be possible by developing standardized the same patients using differentiation of symptoms and by reeducation about it.

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Diagnosis of Clostridium difficile infection in patients with hospital-acquired diarrhea

  • Ibrahim Afifi, Salwa Selim;Gomaa, Fatma Alzahraa M.;Fathi, Lamia Fouad;Rasslan, Fatma Salah;Hamdy, Ahmed Mohamed
    • 미생물학회지
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    • 제54권3호
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    • pp.214-221
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    • 2018
  • Clostridium difficile infection (CDI) is a rapidly emerging infection that may have devastating consequences. Prompt and accurate diagnosis is crucial for management and control. The aim of this study was to determine the incidence of C. difficile associated diarrhea among hospitalized patients, and to compare different diagnostic laboratory methods for detection of toxin producing strains in clinical specimens. The study was conducted at a university hospital in Cairo during the period from May 2013 till June 2015. Subjects were under antibiotic therapy and presented with hospital-acquired diarrhea. Four hundred and sixty-five stool specimens were processed by different microbiological methods. C. difficile was recovered in culture in 51 of stool specimens. Of these, 86.3% to 98% were positive for toxin production by 2 different methods. This study showed that antibiotic intake is the major risk factor for development of hospital-acquired diarrhea. We evaluated different microbiological methods for diagnosis of C. difficile. We recommend the use of toxigenic culture as a gold standard for microbiological diagnosis of C. difficile.

모의 변압기의 VHF/UHF PD 스펙트럼 분석 (Spectrum Analysis of VHF/UHF PD in Simulated Transformer)

  • 김덕근;김종서;임용배;임장섭;문채주
    • 한국전기전자재료학회:학술대회논문집
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    • 한국전기전자재료학회 2000년도 춘계학술대회 논문집 유기절연재료 방전 플라즈마
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    • pp.50-54
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    • 2000
  • Recently, the HFPD measurement testing is widely used in partial discharge measurement of HV machines because HFPD measurement testing receives less influence of external noise and has a merit of good sensitivity. Also HFPD testing is able to offer the judgement standard of degradation level of HV machine and can detect discharge signals in live-line. Therefore it is very useful method compare to previous conventional PD testing method and effective diagnosis method in power transformer that requires live-line diagnosis. But partial discharges have very complex characteristics of discharge pattern so it is required continuous research to development of precise analysis method. In recent, the study of partial discharge is carrying out discover of initial defect of power equipment through condition diagnosis and system development of degradation diagnosis using HFPD(High Frequency Partial Discharge) detection. In this study, simulated transformer is manufactured and HFPD occurred from transformer is measured with broad band antenna in real time, the degradation grade of transformer is analyzed through produced patterns in simulated transformer according to applied voltages.

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피부암 진단에서 피부확대경 및 조직검사의 역할: 상호보완적 관계 (Role of dermoscopy and biopsy in the diagnosis of skin cancer: it takes two to tango)

  • 이갑석
    • 대한의사협회지
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    • 제61권11호
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    • pp.649-654
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    • 2018
  • Although the dermoscopy had very long history since its introduction in 17th century, only recently it has been possible to see the widespread application of dermoscopy in the dermatology clinic. One of the most promising areas where the dermoscopy can be applied is the diagnosis of skin cancer, especially malignant melanoma. Due to its inherent limitation to obtain in-depth information-literally, from more than skin-deep and more importantly, from microscopic structures-of skin cancers, dermoscopy cannot replace the present gold-standard 'biopsy' in the diagnosis of skin cancer. However, several advantages of dermoscopy over biopsy merit further considerations. For example, as a non-invasive tool, dermoscopy is best suited for the follow-up of suspicious skin lesions, and as an all-at-a-glance tool, dermoscopy can aid the selection of the best biopsy-site to obtain the most meaningful pathological information from the minimal tissue specimen. There goes a saying that 'it takes two to tango,' similarly, we might need the two (biopsy and dermoscopy) to cope rhythmically with the varying tempos of everprogressing skin tumorigenesis and to reveal the true face of skin cancers usually hidden in various disguises.

요 세포검사의 최근 검사기법 (New Techniques for the Detection of the Malignant Cells in Urine Cytology)

  • 공경엽
    • 대한세포병리학회지
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    • 제17권1호
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    • pp.18-26
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    • 2006
  • Transitional cell carcinoma of the urinary bladder is common in the genitourinary tract. The gold standard for the diagnosis of bladder cancer has been cystoscopy, along with urine cytology. Cystoscopy is an invasive and relatively expensive technique. By comparison, urine cytology is easy to perform and specific for a diagnosis of bladder cancer, although less sensitive, especially in low-grade tumors. For this reason, there has been a need for superior noninvasive technology to increase our confidence in being able to detect bladder cancer. There are many reports of the various urinary tests that are available to facilitate the diagnosis. In this article, I reviewed the literature on urinary markers and tests that may be clinically useful, including fluorescence in situ hybridization, uCyt+/Immunocyte, the $BTA^{(R)}$ test, the NMP 22TM, the $FDP^{(R)}$ test, the telomerase activity test, the HA and HAse tests, and flow cytometry. Most of these tests have a higher sensitivity and specificity than cytology. However, urine cytology has the highest specificity, especially in individuals with a high-grade tumor. We conclude that no urinary markers or tests can replace the role of cystoscopy along with cytology in the diagnosis of transitional cell carcinoma of the bladder. However, some markers could be used adjunctively to increase the diagnostic accuracy during screening or during the postoperative follow-up examination of patients with bladder cancer.