Interactive annotation of textures in thoracic CT scans

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 7624, Issue , 2010, Pages

  Kockelkorn, Thessa T J P ^a   De Jong, Pim A ^b   Gietema, Hester A ^b   Grutters, Jan C ^c   Prokop, Mathias ^b   Van Ginneken, Bram ^a  

^a UNIVERSITY MEDICAL CENTER UTRECHT   (Netherlands)

^b UNIVERSITY MEDICAL CENTER UTRECHT   (Netherlands)

^c ST ANTONIUS HOSPITAL   (Netherlands)

Author keywords

CAD; computer aided diagnosis; ILD; Interstitial lung disease; thoracic CT

Indexed keywords

BIOLOGICAL ORGANS; COMPUTER AIDED DESIGN; COMPUTER AIDED DIAGNOSIS; DIAGNOSIS; MEDICAL IMAGING; NEAREST NEIGHBOR SEARCH; PULMONARY DISEASES;

CLINICAL PRACTICES; CLUSTERING PROCEDURE; INTERACTIVE SYSTEM; INTEROBSERVER VARIABILITY; INTERSTITIAL LUNG DISEASE; K-NEAREST NEIGHBOR CLASSIFIER; MANUAL ANNOTATION; THORACIC CT;

COMPUTERIZED TOMOGRAPHY;

EID: 77955209975     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.844932     Document Type: Conference Paper

References (14)

1. Aziz, Z. A., Wells, A. U., Bateman, E. D., Copley, S. J., Desai, S. R., Grutters, J. C., Milne, D. G., Phillips, G. D., Smallwood, D., Wiggins, J., Wilsher, M. L., Hansell, D. M., "Interstitial lung disease: effects of thin-section CT on clinical decision making," Radiology 238(2), 725-733 (2006).
2. Uchiyama, Y., Katsuragawa, S., Abe, H., Shiraishi, J., Li, F., Li, Q., Zhang, C.-T., Suzuki, K., Doi, K., "Quantitative computerized analysis of diffuse lung disease in high-resolution computed tomography," Medical Physics 30(9), 2440-2454 (2003).
3. Sluimer, I. C., Prokop, M., Hartmann, I., van Ginneken, B., "Automated classification of hyperlucency, fibrosis, ground glass, solid and focal lesions in high resolution CT of the lung," Medical Physics 33(7), 2610-2620 (2006).
4. Kim, H. J., Li, G., Gjertson, D., Elashoff, R., Shah, S. K., Ochs, R., Vasunilashorn, F., Abtin, F., Brown, M. S., Goldin, J. G., "Classification of parenchymal abnormality in scleroderma lung using a novel approach to denoise images collected via a multicenter study," Academic Radiology 15(8), 1004-1016 (2008).
5. Park, S. O., Seo, J. B., Kim, N., Park, S. H., Lee, Y. K., Park, B.-W., Sung, Y. S., Lee, Y., Lee, J., Kang, S.-H., "Feasibility of automated quantification of regional disease patterns depicted on high-resolution computed tomography in patients with various diffuse lung diseases," Korean Journal of Radiology 10(5), 455-463 (2009).
6. Xu, Y., Sonka, M., McLennan, G., Guo, J., Hoffman, E. A., "MDCT-based 3-D texture classification of emphysema and early smoking related lung pathologies," IEEE Transactions on Medical Imaging 25(4), 464-475 (2006).
7. Xu, Y., van Beek, E. J. R., Hwanjo, Y., Guo, J., McLennan, G., Hoffman, E. A., "Computer-aided classification of interstitial lung diseases via MDCT: 3D adaptive multiple feature method (3D AMFM)," Academic Radiology 13(8), 969-978 (2006).
8. Zavaletta, V. A., Bartholmai, B. J., Robb, R. A., "High resolution multidetector CT-aided tissue analysis and quantification of lung fibrosis," Academic Radiology 14(7), 772-787 (2007).
9. Wang, J., Li, F., Doi, K., Li, Q., "Computerized detection of diffuse lung disease in MDCT: the usefulness of statistical texture features," Physics in Medicine & Biology 54(22), 6881-6899 (2009).
10. Wang, J., Lib, F., Doib, K., Lia, Q., "A Novel Scheme for Detection of Diffuse Lung Disease in MDCT by Use of Statistical Texture Features," in [SPIE Medical Imaging], (2009).
11. Korfiatis, P., Karahaliou, A., Kalogeropoulou, C., Lazamtzo, A., Costaridou, L., "Texture Based Identification and Characterization of Interstitial Pneumonia Patterns in Lung Multidetector CT," IEEE Transactions on Information Technology in Biomedicine (2009).
12. van Rikxoort, E. M., de Hoop, B., Viergever, M. A., Prokop, M., van Ginneken, B., "Automatic lung segmentation from thoracic computed tomography scans using a hybrid approach with error detection," Medical Physics 36(7), 2934-2947 (2009).
13. Frangi, A. F., Niessen, W. J., Vincken, K. L., Viergever, M. A., "Multiscale vessel enhancement filtering," in [Medical Image Computing and Computer-Assisted Intervention], 130-137 (1998).
14. Uppaluri, R., Hoffman, E. A., Sonka, M., Hartley, P. G., Hunninghake, G. W., McLennan, G., "Computer recognition of regional lung disease patterns," American Journal of Respiratory and Critical Care Medicine 160(2), 648-654 (1999).