• 제목/요약/키워드: false negative

검색결과 505건 처리시간 0.029초

에지 대칭과 특징 벡터를 이용한 사람 검출 방법 (Method of Human Detection using Edge Symmetry and Feature Vector)

  • 변오성
    • 한국컴퓨터정보학회논문지
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    • 제16권8호
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    • pp.57-66
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    • 2011
  • 본 논문에서는 단일 입력 영상에서 특징을 추출하여 실시간으로 에지 대칭과 기울기의 방향성 특징을 이용하여 효과적으로 사람을 검출하는 알고리즘을 제안한다. 제안된 알고리즘은 전처리, 사람 후보 영역 분할, 후보 영역 검증인 3단계로 구성되었다. 여기서 전처리 단계는 주변 조도 환경과 밝기에 강인하고, 사람의 특징인 모양 특징 크기, 사람의 조건을 고려한 사람의 특성을 가진 윤곽선을 검출한다. 그리고 사람 후보 영역 분할 단계는 검출된 윤곽선에서 사람의 에지 대칭성과 크기를 가지고 영역을 분리하고, 에이타부스트 알고리즘을 적용하여 1차 후보 영역을 분할한다. 마지막으로 후보 영역 검증 단계는 분할된 국소 영역에 대한 기울기의 특징 벡터 및 분류기를 이용하여 후보 영역을 검증하여 오검출의 성능을 우수하게 한다. 제안된 알고리즘을 적용하여 모의실험을 한 결과, 제안된 알고리즘은 단일 알고리즘을 적용한 기존 알고리즘 보다 처리 속도가 약 1.7배 정도 개선되었으며, FNR(False Negative Rate)은 3% 정도 우수함을 확인하였다.

두경부암 림프절 전이 평가에서 PET-MRI의 임상적 유용성 (Clinical Usefulness of PET-MRI in Lymph Node Metastasis Evaluation of Head and Neck Cancer)

  • 김정수;이홍재;김진의
    • 핵의학기술
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    • 제18권1호
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    • pp.26-32
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    • 2014
  • 수술 전 림프절 전이 여부를 진단하고 병리학적 소견 및 원발 주위조직 전이 평가법을 이용하여 두경부암 PET-MRI 검사의 임상적 유용성을 평가하였다. 두경부암 환자 100명을 대상으로 $^{18}F-FDG$ (5.18 MBq/kg)를 정맥주사하고 60분 안정을 취한 후, BiographTM mMR 3T를 사용하여 torso(body tim coil, Vibe-Dixon)와 dedication (head/neck tim coil, UTE, Dotarem injection) 검사를 시행하였다. 반복계산법을 적용하여 데이터를 재구성한 후 workstation으로 림프절 전이 여부를 판독하고, 본원 종합의료정보시스템으로 수술 전/후 병리학적 검사 소견을 조사하였다. 환자의 진단 정보를 $2{\times}2$ 판정행렬의 각 항목에 기입하여 진양성, 진음성, 위양성, 위음성으로 구분하고 이렇게 구분된 검사결과를 토대로 예민도, 특이도, 정확도, 위음성률, 위양성률을 산출하였다. 두경부암 환자의 PET-MRI 검사 결과에서 림프절 전이 양성 및 음성 판정을 받은 경우는 각 49건, 51건이었으며 수술 전-후 병리학적 결과를 통해 림프절 전이 양성 및 음성 판정을 받은 경우는 각 46건, 54건으로 나타났다. 이 중 두 검사 모두 림프절 전이 양성 판정을 받은 진양성은 45건, PET-MRI 검사에서는 림프절 전이 양성이지만 병리학적 검사에서 림프절 전이 음성 판정을 받은 위양성은 4건, PET-MRI 검사에서 림프절 전이 음성이지만 병리학적 검사에서 양성 판정을 받은 위음성은 1건, 두 검사 모두 림프절 전이 음성 판정을 받은 진음성은 50건으로 분석되었다. 따라서 두경부암 환자의 PET-MRI 검사의 예민도는 97.8%, 특이도는 92.5%, 정확도는 95%, 위음성률은 2.1%, 위양성률은 7.0%로 나타났다. 따라서 PET-MRI는 두경부암의 진단에 있어 수술 전 병기 결정이나 치료 후 재발 및 원격전이의 발견, 불분명한 원발 경부 림프절 전이 등의 평가에 유용할 것으로 판단된다.

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Validation of MODIS fire product over Sumatra and Borneo using High Resolution SPOT Imagery

  • LIEW, Soo-Chin;SHEN, Chaomin;LOW, John;Lim, Agnes;KWOH, Leong-Keong
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2003년도 Proceedings of ACRS 2003 ISRS
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    • pp.1149-1151
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    • 2003
  • We performed a validation study of the MODIS active fire detection algorithm using high resolution SPOT image as the reference data set. Fire with visible smoke plumes are detected in the SPOT scenes, while the hotspots in MODIS data are detected using NASA's new version 4 fire detection algorithm. The detection performance is characterized by the commission error rate (false alarms) and the omission error rate (undetected fires). In the Sumatra and Kalimantan study area, the commission rate and the omission rate are 27% and 34% respectively. False alarms are probably due to recently burnt areas with warm surfaces. False negative detection occur where there are long smoke plumes and where fires occur in densely vegetated areas.

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Evaluation of DNA Microarray Approach for Identifying Strain-Specific Genes

  • Hwang, Keum-Ok;Cho, Jae-Chang
    • Journal of Microbiology and Biotechnology
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    • 제16권11호
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    • pp.1773-1777
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    • 2006
  • We evaluated the usefulness of DNA microarray as a comparative genomics tool, and tested the validity of the cutoff values for defining absent genes in test genomes. Three genome-sequenced E. coli strains (K-12, EDL933, and CFT073) were subjected to comparative genomic hybridization with DNA microarrays covering almost all ORFs of the reference strain K-12, and the microarray results were compared with the results obtained from in silico analyses of genome sequences. For defining the K-12 ORFs absent in test genomes (reference strain-specific ORFs), we applied and evaluated the cutoff level of -1. The average sequence similarity between ORFs, to which corresponding spots showed a log-ratio of>-1, was $96.9{\pm}4.8$. The numbers of spots showing a log-ratio of <-1 (P<0.05, t-test) were 90 (2.5%) and 417 (10.6%) for the EDL933 genome and the CFT073 genome, respectively. Frequency of false negatives (FN) was ca. 0.2, and the cutoff level of -1.3 was required to achieve the FN of 0.1. The average sequence similarity of the false negative ORFs was $77.8{\pm}14.8$, indicating that the majority of the false negatives were caused by highly divergent genes. We concluded that the microarray is useful for identifying missing or divergent ORFs in closely related prokaryotic genomes.

Design of Hybrid Network Probe Intrusion Detector using FCM

  • Kim, Chang-Su;Lee, Se-Yul
    • Journal of information and communication convergence engineering
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    • 제7권1호
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    • pp.7-12
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    • 2009
  • The advanced computer network and Internet technology enables connectivity of computers through an open network environment. Despite the growing numbers of security threats to networks, most intrusion detection identifies security attacks mainly by detecting misuse using a set of rules based on past hacking patterns. This pattern matching has a high rate of false positives and can not detect new hacking patterns, making it vulnerable to previously unidentified attack patterns and variations in attack and increasing false negatives. Intrusion detection and prevention technologies are thus required. We proposed a network based hybrid Probe Intrusion Detection model using Fuzzy cognitive maps (PIDuF) that detects intrusion by DoS (DDoS and PDoS) attack detection using packet analysis. A DoS attack typically appears as a probe and SYN flooding attack. SYN flooding using FCM model captures and analyzes packet information to detect SYN flooding attacks. Using the result of decision module analysis, which used FCM, the decision module measures the degree of danger of the DoS and trains the response module to deal with attacks. For the performance evaluation, the "IDS Evaluation Data Set" created by MIT was used. From the simulation we obtained the max-average true positive rate of 97.064% and the max-average false negative rate of 2.936%. The true positive error rate of the PIDuF is similar to that of Bernhard's true positive error rate.

Cope씨 침을 이용한 늑막 생검에 관한 임상적 고찰 (clinical evaluation of pleural biopsy by cope needle)

  • 황윤호
    • Journal of Chest Surgery
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    • 제19권3호
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    • pp.374-380
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    • 1986
  • From June 1983 to September 1984, the pleural biopsies with Cope needle were performed at department of thoracic and cardiovascular surgery, Pusan Paik Hospital, Inje college, on 78 patients for exudative pleural effusion caused by various conditions. These results were analyzed clinically and summarized as follows: 2. The accuracy of pleural biopsy was 69.2% [54 of 78 patients]. The accuracy represented by ratio for the number of biopsy was 63.5% [54 of 85 biopsies]. 3. Among 61 patients of tuberculosis or malignancy, 37 [60.7%] were confirmed by pleural biopsy. 4. Tuberculosis was diagnosed in 48 patients, in 26[54.2%] out of these by pleural biopsy alone, in 3[6.2%] by pleural biopsy and isolation of AFB, in 2[4.2%] by pleural biopsy and operation, in 4[8.3%] by isolation of AFB, in 2[4.2%] by operation, and in 11[22.9%] clinically. 5. Among 13 patients of malignancy, 4[30.8%] were diagnosed by cytology alone, 4[30.8%] by pleural biopsy and cytology alone, 4[30.8%] by pleural biopsy and cytology, 1[7.7%] by pleural biopsy alone, 1[7.7%] by pleural biopsy and operation, and remained 3 by operation, lymph node biopsy, or bronchoscopy respectively. 6. False positive of clinical diagnosis was 12.5% for tuberculosis and 28.6% for malignancy. In pathological diagnosis there was no false positive. So specificity of pleural biopsy was very high. But false negative of pleural biopsy was 29.2% for tuberculosis and 46.2% for malignancy. 7. 4 cases[5.1%] of minimal pneumothorax were in the early series.

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코로나바이러스 감염증-19 진단검사에 위음성을 보인 후두전절제 환자 1예 (A Case of False Negativity With COVID-19 Diagnostic Test in Total Laryngectomee)

  • 백문승;권혁로;김승우
    • 대한후두음성언어의학회지
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    • 제33권1호
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    • pp.54-57
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    • 2022
  • The coronavirus disease (COVID-19) by severe acute syndrome coronavirus-2 (SARS-CoV-2) occurs the unprecedented pandemic during recent two years and the WHO declared a global pandemic of COVID-19 in March 2020. The most common sampling sites in COVID-19 test are the oropharynx and nasopharynx. We recently encountered a total laryngectomee who had a positivity COVID-19 diagnostic test from the tracheostoma, on the other hand, false negativity from the nasal cavity. The meaning of this case is that accurate screening test could be achieved by performing a test through the tracheostoma as well as nasal cavity or oropharynx. We also would like to discuss the accurate testing methods of patients whose airflow has distorted due to surgery, the management method of these patients, and the need of further research in the COVID-19 pandemic period with relevant literature reviews.

신생아 로타바이러스 감염 진단에서 효소면역법과 중합효소연쇄반응과의 비교 (Comparison of Enzyme-linked Immunosorbent Assay with Reverse Transcription-polymerase Chain Reaction for Identification of Rotavirus in Neonates)

  • 김성은;김미옥;박선영;정원조;마상혁;김윤정;김선주
    • Pediatric Infection and Vaccine
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    • 제7권1호
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    • pp.113-119
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    • 2000
  • Purpose : Rotavirus is a most common etiologic agent of pediatric gastroenteritis. The standard method to diagnose rotavirus infection was the detection of viral particles in specimens through electron microscopy. But it was complex. Enzyme immunoassay and latex agglutinin are preferred because they are relatively handy, inexpensive and take a short time, in comparison with electron microscopy. However, several reports have shown that the use of ELISA to diagnose rotavirus infection in neonates can result in false positive reactions. The main purpose of this study is to compare ELISA and RT-PCR in the diagnosis of neonatal rotavirus infection. Methods : Data presented in this study were obtained form 123 newborn babies in the nursery of the Fatima Hospital, Masan, Korea, form Jury to December, 1997. We obtained two samples of stool from each of the newborn babies and then performed the Rotazyme test and the RT-PCR. In the Rotazyme test, the results were interpreted according to visual findings. The samples were used for the RT-PCR test after at stock $-30^{\circ}C$ to identify rotavirus group A. The result of the two tests were compared. Results : The informations are divided into 73 males and females. Out of the total informations 15 were transferred from other hospitals. Their average gestational age was $38.5{\pm}1.6$ weeks. The average birth weight was $3134.8{\pm}539gm$. In the Rotazyme test, 75 samples turned out to be positive. Out of them, 55 samples(75.3%) were positive and 18 samples(24.7%) were negative in the RT-PCR. On the other hand, in the Rotazyme test, 50 samples turned out be negative. Out of them, 27 samples(54%) were positive and 23 samples(46%) were negative in the RT-PCR. Conclusion : Rotavirus infection in uncommon in neonates. The diagnosis based on visual findings using Rotazyme test has a disadvantage in the sense that it can result in false positive reactions and false negative reactions in the diagnosis of neonatal rotavirus infection.

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A Simple and Quantitative Method for the Enumeration of Total Coliforms and Escherichia coli

  • 오관석;박태현
    • 한국생물공학회:학술대회논문집
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    • 한국생물공학회 2001년도 추계학술발표대회
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    • pp.815-818
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    • 2001
  • 수계 미생물의 세포 농도 정도를 DST와 spectrophotometer를 이용하여 간편하고 빠르게 측정할 수가 있었다. 기존의 MPN와 MF의 방법은 노동집약적이며 false positive나 false negative의 확률이 높고 검출 시간도 하루이상 소요되는 단점이 있었다. 그러나, 세포 성장거동과 DST의 원리를 웅용하여 간편한 검출 시스템을 정량적으로 기술함으로써 쉽고 빠르게 수계 미생물의 농도를 측정하는 방법을 제시하였다.

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발암물질의 조기검색법 개발 및 Chemoprevention에 관한 연구

  • 이병무;윤여표
    • 한국응용약물학회:학술대회논문집
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    • 한국응용약물학회 1994년도 춘계학술대회 and 제3회 신약개발 연구발표회
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    • pp.193-193
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    • 1994
  • 발암물질의 조기검색법 개발 및 chemoprevention연구의 일환으로 발암물질과 DNA 및 단백질의 공유결합체인 발암물질-DNA 및 -단백질 adduct를 연구하였다. 발암물질(예, 밴조피렌)-단백질 adduct에 관한 연구에서는 시료(단백질)에 soluble protease를 이용하는 간편하고 손쉬운 ELISA(Enzyme Linked Immunosorbent Assay)분석법을 확립했다. 발암물질(예,벤조피렌,아플라톡신 B1) -DNA 및 -단백질 adduct를 이용한 발암성 조기검색법의 개발을 Ames test 및 염색체이상시험과 비교 연구한 결과 본 연구에서 새로이 개발한 DNA 및 Protein-adduct형성 시험법은 저농도에서 고농도에 이르기까지 뚜렷한 용량-반응 관계를 나타냈으며 Ames test 및 Chromosomal test에서 일어날 수 있는 false positive나 false negative의 결과를 나타낼 우려가 없었다. 벤조피렌-DNA adduct를 이용한 chemoprevention 연구에서는 항산화제로 알려진 비타민 E,C 및 $\beta$-carotene을 시험한 결과 용량의존적으로 벤조피렌-DNA adduct 형성을 억제하였다.

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