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Volumn 120, Issue 14, 2007, Pages 1211-1215

Neural network-based computer-aided diagnosis in distinguishing malignant from benign solitary pulmonary nodules by computed tomography

Author keywords

Computed tomography; Computer assisted; Diagnosis; Neural networks (computer); ROC curve; Solitary pulmonary nodules

Indexed keywords

ADENOSQUAMOUS CARCINOMA; ADULT; AGED; AREA UNDER THE CURVE; ARTICLE; ARTIFICIAL NEURAL NETWORK; CLINICAL FEATURE; COMPUTER ASSISTED DIAGNOSIS; COMPUTER ASSISTED TOMOGRAPHY; CONTROLLED STUDY; DIAGNOSTIC VALUE; DIFFERENTIAL DIAGNOSIS; FEMALE; HAMARTOMA; HISTOPATHOLOGY; HUMAN; IMAGE ANALYSIS; LARGE CELL CARCINOMA; LEIOMYOMA; LUNG ADENOCARCINOMA; LUNG BIOPSY; LUNG CANCER; LUNG CYST; LUNG NODULE; LUNG SMALL CELL CANCER; MAJOR CLINICAL STUDY; MALE; MEDICAL DECISION MAKING; MEDICAL RESEARCH; QUALITATIVE DIAGNOSIS; QUANTITATIVE ANALYSIS; RADIOLOGIST; RECEIVER OPERATING CHARACTERISTIC; SPIRAL COMPUTER ASSISTED TOMOGRAPHY; SQUAMOUS CELL CARCINOMA; STATISTICAL ANALYSIS; STATISTICAL SIGNIFICANCE; TUBERCULOMA; TUMOR VOLUME;

EID: 34547810855     PISSN: 03666999     EISSN: None     Source Type: Journal    
DOI: 10.1097/00029330-200707020-00001     Document Type: Article
Times cited : (33)

References (22)
  • 1
    • 0038118629 scopus 로고    scopus 로고
    • Multidetector-row CT of the solitary pulmonary nodule
    • Dickenson BT, Baumert B. Multidetector-row CT of the solitary pulmonary nodule. Semin Roentgenol 2003; 38: 158-167.
    • (2003) Semin Roentgenol , vol.38 , pp. 158-167
    • Dickenson, B.T.1    Baumert, B.2
  • 4
    • 33644871504 scopus 로고    scopus 로고
    • Lung cancer screening with low-dose spiral computed tomography
    • Stephenson SM, Mech KF, Sardi A. Lung cancer screening with low-dose spiral computed tomography. Am Surgeon 2005; 71: 1015-1017.
    • (2005) Am Surgeon , vol.71 , pp. 1015-1017
    • Stephenson, S.M.1    Mech, K.F.2    Sardi, A.3
  • 7
    • 0025756404 scopus 로고
    • Solitary pulmonary nodule: High-resolution CT radiologic-pathologic correlation
    • Zwirewich CV, Vedal S, Miller RR, Muller NL. Solitary pulmonary nodule: high-resolution CT radiologic-pathologic correlation. Radiology 1991; 179: 469-476.
    • (1991) Radiology , vol.179 , pp. 469-476
    • Zwirewich, C.V.1    Vedal, S.2    Miller, R.R.3    Muller, N.L.4
  • 8
    • 34547810303 scopus 로고    scopus 로고
    • Research on HRCT-pathologic correlation in benign pulmonary nodules and peripheral lung caner
    • Wang MM, Wu JL, Wang YY, Li GJ, Li W. Research on HRCT-pathologic correlation in benign pulmonary nodules and peripheral lung caner. J Dalian Med Univ (Chin) 2004; 26: 66-71.
    • (2004) J Dalian Med Univ (Chin) , vol.26 , pp. 66-71
    • Wang, M.M.1    Wu, J.L.2    Wang, Y.Y.3    Li, G.J.4    Li, W.5
  • 9
    • 0037408445 scopus 로고    scopus 로고
    • Computer-aided diagnosis to distinguish benign from malignant solitary pulmonary nodules on radiographs: Roc analysis of radiologists' performance
    • Shiraishi J, Abe H, Engelmann R, Aoyama, M, Doi K. Computer-aided diagnosis to distinguish benign from malignant solitary pulmonary nodules on radiographs: Roc analysis of radiologists' performance. Radiology 2003; 227:469-474.
    • (2003) Radiology , vol.227 , pp. 469-474
    • Shiraishi, J.1    Abe, H.2    Engelmann, R.3    Aoyama, M.4    Doi, K.5
  • 10
    • 15744376050 scopus 로고    scopus 로고
    • Development of a novel computer-aided diagnosis system for automatic discriminant of malignant from benign solitary nodules on thin-section dynamic computed tomography
    • Mori K, Niki N, Kondo T, Kamiyama Y, Kodama, T, Kawada, Y, et al. Development of a novel computer-aided diagnosis system for automatic discriminant of malignant from benign solitary nodules on thin-section dynamic computed tomography. J Comput Assist Tomogr 2005; 29: 215-222.
    • (2005) J Comput Assist Tomogr , vol.29 , pp. 215-222
    • Mori, K.1    Niki, N.2    Kondo, T.3    Kamiyama, Y.4    Kodama, T.5    Kawada, Y.6
  • 11
    • 16544368188 scopus 로고    scopus 로고
    • Radiologists' performance for differentiating benign from malignant lung nodules on high resolution CT using computer-estimated likelihood of malignancy
    • Li F, Aoyama M, Shiraishi J, Abe H, Li Q, Suzuki K, et al. Radiologists' performance for differentiating benign from malignant lung nodules on high resolution CT using computer-estimated likelihood of malignancy. Am J Roentgenol 2004; 183: 1209-1215.
    • (2004) Am J Roentgenol , vol.183 , pp. 1209-1215
    • Li, F.1    Aoyama, M.2    Shiraishi, J.3    Abe, H.4    Li, Q.5    Suzuki, K.6
  • 12
    • 0037342845 scopus 로고    scopus 로고
    • Computerized scheme for determination of the likelihood measure of malignancy for pulmonary nodules on low-dose CT images
    • Aoyama M, Li Q, Katsuragawa S, Li F, Sone S, Doi K. Computerized scheme for determination of the likelihood measure of malignancy for pulmonary nodules on low-dose CT images. Med Phys 2003; 30: 387-394.
    • (2003) Med Phys , vol.30 , pp. 387-394
    • Aoyama, M.1    Li, Q.2    Katsuragawa, S.3    Li, F.4    Sone, S.5    Doi, K.6
  • 13
    • 0036182280 scopus 로고    scopus 로고
    • Usefulness of an artificial neural network for differentiating benign from malignant pulmonary nodules on high-resolution CT: Evaluation with receiver operating characteristic analysis
    • Matsuki Y, Nakamura K, Watanabe H, Aoki T, Nakata, H, Katsuragawa, S, et al. Usefulness of an artificial neural network for differentiating benign from malignant pulmonary nodules on high-resolution CT: evaluation with receiver operating characteristic analysis. Am J Roentgenol 2002; 178: 657-663.
    • (2002) Am J Roentgenol , vol.178 , pp. 657-663
    • Matsuki, Y.1    Nakamura, K.2    Watanabe, H.3    Aoki, T.4    Nakata, H.5    Katsuragawa, S.6
  • 14
    • 7044231339 scopus 로고    scopus 로고
    • The potential contribution of a computer-aided detection system for lung nodule detection in multidetector row computed tomography
    • Lee J W, Goo JM, Lee HJ, Kim JH, Kim S, Kim YT. The potential contribution of a computer-aided detection system for lung nodule detection in multidetector row computed tomography. Invest Radiol 2004; 39: 649-655.
    • (2004) Invest Radiol , vol.39 , pp. 649-655
    • Lee, J.W.1    Goo, J.M.2    Lee, H.J.3    Kim, J.H.4    Kim, S.5    Kim, Y.T.6
  • 15
    • 0029102693 scopus 로고
    • Solitary pulmonary nodules: Determining the likelihood of malignancy with artificial neural analysis
    • Gurney JW, Swensn SJ. Solitary pulmonary nodules: determining the likelihood of malignancy with artificial neural analysis. Radiology 1995; 196: 823-829.
    • (1995) Radiology , vol.196 , pp. 823-829
    • Gurney, J.W.1    Swensn, S.J.2
  • 16
    • 34547727138 scopus 로고    scopus 로고
    • A qualitative research of lung tumor based on quantitative three dimensional shape analysis
    • Jiang XT, Luo LM, Wang JW, Pan XM, Luo YG. A qualitative research of lung tumor based on quantitative three dimensional shape analysis. J Appl Sci (Chin) 2004; 22: 217-222.
    • (2004) J Appl Sci (Chin) , vol.22 , pp. 217-222
    • Jiang, X.T.1    Luo, L.M.2    Wang, J.W.3    Pan, X.M.4    Luo, Y.G.5
  • 17
    • 34547757850 scopus 로고    scopus 로고
    • Early stage lung cancer diagnosis based on neural network ensemble
    • Zhou ZH, Li N, Yang YB, Chen SF. Early stage lung cancer diagnosis based on neural network ensemble. J Comput Res Dev (Chin) 2002; 39: 1248-1253.
    • (2002) J Comput Res Dev (Chin) , vol.39 , pp. 1248-1253
    • Zhou, Z.H.1    Li, N.2    Yang, Y.B.3    Chen, S.F.4
  • 18
    • 34547750778 scopus 로고    scopus 로고
    • Preliminary application of neural network in differentiating benign from malignant solitary pulmonary nodule on HRCT. Beijing
    • Chen H, Wang XH, Ma DQ. Preliminary application of neural network in differentiating benign from malignant solitary pulmonary nodule on HRCT. Beijing Biomed Eng (Chin) 2005; 24: 436-439.
    • (2005) Biomed Eng (Chin) , vol.24 , pp. 436-439
    • Chen, H.1    Wang, X.H.2    Ma, D.Q.3
  • 19
    • 34547777278 scopus 로고    scopus 로고
    • Quantitative investigation of solitary pulmonary nodules with dynamic contrast enhanced functional CT
    • Zhang MM, Zhou H, Zou Y. Quantitative investigation of solitary pulmonary nodules with dynamic contrast enhanced functional CT. Chin J Radiol (Chin) 2004; 38: 263-267.
    • (2004) Chin J Radiol (Chin) , vol.38 , pp. 263-267
    • Zhang, M.M.1    Zhou, H.2    Zou, Y.3
  • 21
    • 2442639078 scopus 로고    scopus 로고
    • Lung tumor growth: Assessment with CT-comparison of diameter and cross-sliceal area with volume measurements
    • Jennings SG, Winer-Muram HT, Tarver RD. Lung tumor growth: assessment with CT-comparison of diameter and cross-sliceal area with volume measurements. Radiology 2004; 231: 866-871.
    • (2004) Radiology , vol.231 , pp. 866-871
    • Jennings, S.G.1    Winer-Muram, H.T.2    Tarver, R.D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.