A ranking-based lung nodule image classification method using unlabeled image knowledge

2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014

Volumn , Issue , 2014, Pages 1356-1359

  Zhang, Fan ^a   Song, Yang ^a   Cai, Weidong ^a   Zhou, Yun ^b   Fulham, Michael ^c,d   Eberl, Stefan ^c   Shan, Shimin ^e   Feng, Dagan ^a  

^a UNIVERSITY OF SYDNEY   (Australia)

^b JOHNS HOPKINS UNIVERSITY SCHOOL OF MEDICINE   (United States)

^c ROYAL PRINCE ALFRED HOSPITAL   (Australia)

^d UNIVERSITY OF SYDNEY   (Australia)

^e DALIAN UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

Bipartite graph; Classification; Lung nodule; Ranking score

Indexed keywords

BIOLOGICAL ORGANS; CLASSIFICATION (OF INFORMATION); COMPUTERIZED TOMOGRAPHY; GRAPH THEORY; MEDICAL IMAGING; SUPERVISED LEARNING;

BIPARTITE GRAPHS; CLASSIFICATION METHODS; CLASSIFICATION PERFORMANCE; CLASSIFIER DESIGN; LUNG NODULE; RANKING SCORE; SEMI-SUPERVISED CLASSIFICATION METHOD; TRAINING AND TESTING;

IMAGE CLASSIFICATION;

EID: 84927945431     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/isbi.2014.6868129     Document Type: Conference Paper

References (11)

1. A. A. Farag, "A Variational Approach for Small-Size Lung Nodule Segmentation," in ISBI, pp. 81-84, 2013.
2. S. Diciotti, G. Picozzi, M. Falchini, M. Mascalchi, et al., "3-D segmentation algorithm of small lung nodules in spiral CT images," IEEE Trans. Information Technology in Biomedicine, Vol. 12, pp. 7-19, 2008.
3. Y. Song, W. Cai, Y. Wang, and D. Feng, "Location classification of lung nodules with optimized graph construction," in ISBI, 2012, pp. 1439-1442.
4. D. Unay and A. Ekin, "Dementia diagnosis using similar and dissimilar retrieval items," in ISBI, 2011, pp. 1889-1892.
5. F. Zhang, W. Cai, et al., "Overlapping Node Discovery for Improving Classification of Lung Nodules," in EMBC, 2013, pp. 5461-5464.
6. F. Zhang, et al, "Context Curves for Classification of Lung Nodule Images", in DICTA, 2013, pp. 185-191.
7. Y. Song, W. Cai, et al., "Feature-based Image Patch Approximation for Lung Tissue Classification," IEEE Trans. Medical Imaging, Vol. 32, no. 4, pp. 797-808, 2013.
8. Y. Song, et al, "Discriminative Pathological Context Detection in Thoracic Images based on Multi-level Inference", in MICCAI, 2011, pp191-198.
9. Y. Song, et al, "A Multi-Stage Discriminative Model for Tumor and Lymph Node Detection in Thoracic Images", IEEE Trans. Medical Imaging, Vol. 31, No. 5, pp1061-1075, 2012.
10. A. Farag, S. Elhabian, J. Graham, et al., "Toward precise pulmonary nodule descriptors for nodule type classification," in MICCAI, 2010, pp. 626-633.
11. "ELCAP public lung image database," http://www.via.cornell.edu/databases/lungdb.html.