Lung CT analysis and retrieval as a diagnostic aid

Studies in Health Technology and Informatics

Volumn 116, Issue , 2005, Pages 453-458

  Müller, Henning ^a   Marquis, Samuel ^a   Cohen, Gilles ^a   Lovis, Christian ^a   Geissbuhler, Antoine ^a  

^a Children's Hospital of Geneva   (Switzerland)

Author keywords

Classification; Content based image retrieval; Diagnostic aid; High resolution lung ct

Indexed keywords

BIOLOGICAL ORGANS; CLASSIFICATION (OF INFORMATION); COMPUTERIZED TOMOGRAPHY; CONTENT BASED RETRIEVAL; DIAGNOSIS; MEDICAL IMAGING; OPEN SOURCE SOFTWARE; OPEN SYSTEMS; TISSUE;

AUTOMATIC SEGMENTATIONS; CLINICAL ROUTINE; CONTENT BASED IMAGE RETRIEVAL; DIAGNOSTIC AID; DIAGNOSTIC PROCESS; DIAGNOSTIC QUALITY; LUNG CT; QUANTITATIVE EVALUATION;

SEARCH ENGINES;

ALGORITHM; COMPUTER ASSISTED TOMOGRAPHY; COMPUTER PROGRAM; HUMAN; INFORMATION RETRIEVAL;

ALGORITHMS; HUMANS; INFORMATION STORAGE AND RETRIEVAL; SOFTWARE; TOMOGRAPHY, X-RAY COMPUTED;

EID: 35248842656     PISSN: 09269630     EISSN: 18798365     Source Type: Book Series    
DOI: None     Document Type: Conference Paper

References (11)

1. AWM. Smeulders, M. Worring, S. Santini, A. Gupta and R. Jain, Content-Based Image Retrieval at the End of the Early Years, IEEE Transactions on Pattern Analysis and Machine Intelligence 22(12) pp 1349-1380, 2000.
2. H Müller, N Michoux, D Bandon, A Geissbuhler, A review of content-based image retrieval systems in medicine - clinical benefits and future directions, International Journal of Medical Informatics, 73, pp 1-23, 2004.
3. TM Lehmann, MO Güld, C Thies, B Fischer, K Spitzer, D Keysers, H Ney, M Kohnen, H Schubert, BB Wein, Content-based image retrieval in medical applications, Methods of Information in Medicine, 43, pp 354-361, 2004.
4. P. Korn, N. Sidiropoulos, C. Faloutsos, E. Siegel, Z. Protopapas, Fast and effective retrieval of medical tumor shapes, IEEE Transactions on Knowledge and Data Engineering, 10(6) 889-904, 1998.
5. LHY Tang, R Hanka, HHS Ip, A review of intelligent content-based indexing and browsing of medical images, Health Informatics Journal 5, 40-49, 1998.
6. C.-R. Shyu, CE Brodley, AC Kak, A Kosaka, AM Aisen, LS Broderick, ASSERT: A physician-in-theloop content-based retrieval system for HRCT image databases, Computer Vision and Image Understanding 75 (1-2), pp. 111-132, 1999.
7. AM Aisen, LS Broderick, H Winer-Muram, CE Brodley, AC Kak, C Pavlopoulou, J Dy, CR Shyu, A Marchiori, Automated storage and retrieval of thin-section CT images to assist diagnosis: System description and preliminary assessment, Radiology, 228, pp. 265-270, 2003.
8. A K Jain, R P W Dvi, J Mao, Statistical Pattern Recognition: A Review, IEEE Transactions onf Pattern Analysis and Machine Intelligence, 22 (1) pp. 4-37, 2000.
9. CC Chang, CJ Lin, libsvm, a library for support vector machines, Technical report, available with software at http://www.csie.ntu.edu.tw/~cjlin/ libsvm/.
10. R Collobert, S Bengio, J Mariéthoz. Torch: A modular machine learning software library. Technical Report IDIAP-RR 02-46, IDIAP, 2002.
11. S Hu, EA Hoffman, JM Reinhardt, Automatic lung segmentation for accurate quantitation of volumetric X-ray CT images. IEEE Transactions on Medical Imaging, 20(6), pp. 490-498, 2001.