메뉴 건너뛰기




Volumn 34, Issue 4, 2015, Pages 962-973

Bag-of-frequencies: A descriptor of pulmonary nodules in computed tomography images

Author keywords

Chest computed tomography (CT); computer aided detection; frequency analysis; nodule characterization; pulmonary nodules; three dimensional (3 D) descriptor

Indexed keywords

CHARACTERIZATION; COMPUTER AIDED ANALYSIS; COMPUTER VISION; DIAGNOSIS; MEDICAL IMAGING; MORPHOLOGY; TOMOGRAPHY;

EID: 84926435768     PISSN: 02780062     EISSN: 1558254X     Source Type: Journal    
DOI: 10.1109/TMI.2014.2371821     Document Type: Article
Times cited : (54)

References (29)
  • 4
    • 84883373200 scopus 로고    scopus 로고
    • Probability of cancer in pulmonary nodules detected on first screening CT
    • A. McWilliams et al., "Probability of cancer in pulmonary nodules detected on first screening CT, " N. Eng. J. Med., vol. 369, pp. 910-919, 2013.
    • (2013) N. Eng. J. Med. , vol.369 , pp. 910-919
    • McWilliams, A.1
  • 5
    • 84892452298 scopus 로고    scopus 로고
    • Automatic detection of subsolid pulmonary nodules in thoracic computed tomography images
    • C. Jacobs et al., "Automatic detection of subsolid pulmonary nodules in thoracic computed tomography images, " Med. Image Anal., vol. 18, pp. 374-384, 2014.
    • (2014) Med. Image Anal. , vol.18 , pp. 374-384
    • Jacobs, C.1
  • 6
    • 85045880389 scopus 로고    scopus 로고
    • Automatic detection of lung nodules in computed tomography images: Training and validation of algorithms using public research databases
    • N. Camarlinghi, "Automatic detection of lung nodules in computed tomography images: Training and validation of algorithms using public research databases, " Eur. Phys. J. Plus, vol. 128, pp. 1-21, 2013.
    • (2013) Eur. Phys. J. Plus , vol.128 , pp. 1-21
    • Camarlinghi, N.1
  • 7
    • 68849111865 scopus 로고    scopus 로고
    • A large scale evaluation of automatic pulmonary nodule detection in chest CT using local image features and k-nearest-neighbour classification
    • K. Murphy, B. van Ginneken, A. M. R. Schilham, B. J. de Hoop, H. A. Gietema, and M. Prokop, "A large scale evaluation of automatic pulmonary nodule detection in chest CT using local image features and k-nearest-neighbour classification, " Med. Image Anal., vol. 13, pp. 757-770, 2009.
    • (2009) Med. Image Anal. , vol.13 , pp. 757-770
    • Murphy, K.1    Van Ginneken, B.2    Schilham, A.M.R.3    De Hoop, B.J.4    Gietema, H.A.5    Prokop, M.6
  • 8
    • 77951647196 scopus 로고    scopus 로고
    • A new computationally efficient CAD system for pulmonary nodule detection in CT imagery
    • T. Messay, R. C. Hardie, and S. K. Rogers, "A new computationally efficient CAD system for pulmonary nodule detection in CT imagery, " Med. Image Anal., vol. 14, pp. 390-406, 2010.
    • (2010) Med. Image Anal. , vol.14 , pp. 390-406
    • Messay, T.1    Hardie, R.C.2    Rogers, S.K.3
  • 10
    • 67649607477 scopus 로고    scopus 로고
    • Computer-aided diagnosis of pulmonary nodules on CT scans: Improvement of classification performance with nodule surface features
    • T. W. Way, B. Sahiner, H.-P. Chan, L. Hadjiiski, P. N. Cascade, A. Chughtai, N. Bogot, and E. Kazerooni, "Computer-aided diagnosis of pulmonary nodules on CT scans: Improvement of classification performance with nodule surface features, " Med. Phys., vol. 36, pp. 3086-3098, 2009.
    • (2009) Med. Phys. , vol.36 , pp. 3086-3098
    • Way, T.W.1    Sahiner, B.2    Chan, H.-P.3    Hadjiiski, L.4    Cascade, P.N.5    Chughtai, A.6    Bogot, N.7    Kazerooni, E.8
  • 11
    • 33645697952 scopus 로고    scopus 로고
    • Morphological segmentation and partial volume analysis for volumetry of solid pulmonary lesions in thoracic CT scans
    • J. M. Kuhnigk, V. Dicken, L. Bornemann, A. Bakai, D. Wormanns, S. Krass, and H. O. Peitgen, "Morphological segmentation and partial volume analysis for volumetry of solid pulmonary lesions in thoracic CT scans, " IEEE Trans. Med. Imag., vol. 25, pp. 417-434, 2006.
    • (2006) IEEE Trans. Med. Imag. , vol.25 , pp. 417-434
    • Kuhnigk, J.M.1    Dicken, V.2    Bornemann, L.3    Bakai, A.4    Wormanns, D.5    Krass, S.6    Peitgen, H.O.7
  • 12
    • 35148871318 scopus 로고    scopus 로고
    • Performance analysis for computer-aided lung nodule detection on LIDC data
    • R. Opfer and R. Wiemker, "Performance analysis for computer-aided lung nodule detection on LIDC data, " Proc. SPIE, vol. 6515, pp. 65 151C-1-65 151C-9, 2007.
    • (2007) Proc. SPIE , vol.6515 , pp. 65151C1-65151C9
    • Opfer, R.1    Wiemker, R.2
  • 14
    • 84875395563 scopus 로고    scopus 로고
    • Noninvasive characterization of the histopathologic features of pulmonary nodules of the lung adenocarcinoma spectrum using computer-aided nodule assessment and risk yield (CANARY)-A pilot study
    • F. Maldonado et al., "Noninvasive characterization of the histopathologic features of pulmonary nodules of the lung adenocarcinoma spectrum using computer-aided nodule assessment and risk yield (CANARY)-A pilot study, " J. Thoracic Oncol., vol. 8, pp. 452-460, 2013.
    • (2013) J. Thoracic Oncol. , vol.8 , pp. 452-460
    • Maldonado, F.1
  • 16
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • D. G. Lowe, "Distinctive image features from scale-invariant keypoints, " Int. J. Comput. Vis., vol. 60, pp. 91-110, 2004.
    • (2004) J. Comput. Vis. , vol.60 , pp. 91-110
    • Lowe, D.G.1
  • 17
    • 71649104971 scopus 로고    scopus 로고
    • Registration of 3D spectral OCT volumes using 3D SIFT feature point matching
    • M. Niemeijer, M. Garvin, K. Lee, B. van Ginneken, M. Abrámoff, and M. Sonka, "Registration of 3D spectral OCT volumes using 3D SIFT feature point matching, " Proc. SPIE Med. Imag., vol. 7259, pp. 72 591I-1-72 591I-8, 2009.
    • (2009) Proc. SPIE Med. Imag. , vol.7259 , pp. 7259111-7259118
    • Niemeijer, M.1    Garvin, M.2    Lee, K.3    Van Ginneken, B.4    Abrámoff, M.5    Sonka, M.6
  • 21
    • 84876702684 scopus 로고    scopus 로고
    • A comparison of 3D interest point descriptors with application to airport baggage object detection in complex CT imagery
    • G. T. Flitton, T. P. Breckon, and N. Megherbi, "A comparison of 3D interest point descriptors with application to airport baggage object detection in complex CT imagery, " Pattern Recognit., vol. 46, pp. 2420-2436, 2013.
    • (2013) Pattern Recognit , vol.46 , pp. 2420-2436
    • Flitton, G.T.1    Breckon, T.P.2    Megherbi, N.3
  • 24
    • 73349107157 scopus 로고    scopus 로고
    • Management of lung nodules detected by volume CT scanning
    • R. J. van Klaveren et al., "Management of lung nodules detected by volume CT scanning, " N. Eng. J.Med., vol. 361, pp. 2221-2229, 2009.
    • (2009) N. Eng. J.Med. , vol.361 , pp. 2221-2229
    • Van Klaveren, R.J.1
  • 25
    • 67651159241 scopus 로고    scopus 로고
    • The Danish randomized lung cancer CT screening trial-overall design and results of the prevalence round
    • J. H. Pedersen et al., "The Danish randomized lung cancer CT screening trial-overall design and results of the prevalence round, " J. Thoracic Oncol., vol. 4, pp. 608-614, 2009.
    • (2009) J. Thoracic Oncol. , vol.4 , pp. 608-614
    • Pedersen, J.H.1
  • 28
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • L. Breiman, "Random forests, " Mach. Learn., vol. 45, pp. 5-32, 2001.
    • (2001) Mach. Learn. , vol.45 , pp. 5-32
    • Breiman, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.