Digital mammography: Wavelet transform and Kalman-filtering neural network in mass segmentation and detection

Academic Radiology

Volumn 8, Issue 11, 2001, Pages 1074-1082

  Qian, Wei ^a   Sun, Xuejun ^a   Song, Dansheng ^a   Clark, Robert A ^a  

^a H LEE MOFFITT CANCER CENTER AND RESEARCH INSTITUTE   (United States)

Author keywords

Breast neoplasms diagnosis; Breast radiography; Computers diagnostic aid

Indexed keywords

ARTICLE; ARTIFICIAL NEURAL NETWORK; BREAST TUMOR; COMPUTER ASSISTED DIAGNOSIS; DATA BASE; IMAGE ANALYSIS; IMAGE QUALITY; IMAGE RECONSTRUCTION; MAMMOGRAPHY; PRIORITY JOURNAL; TUMOR CLASSIFICATION; VALIDATION PROCESS;

HUMANS; MAMMOGRAPHY; NEURAL NETWORKS (COMPUTER); RADIOGRAPHIC IMAGE ENHANCEMENT; ROC CURVE;

EID: 0034759767     PISSN: 10766332     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1076-6332(03)80718-3     Document Type: Article

References (28)

1. Computer-aided diagnosis
2. Breast cancer detection: One versus two views
3. Baseline screening mammography: One vs two views per breast
4. The detection of malignant mass by non-linear multiscale analysis
5. Computer-aided mammographic screening for spiculated lesions
6. The use of texture analysis to delineate suspicious masses in mammography
7. Automated detection of breast masses on mammograms using adaptive contrast enhancement and texture classification
8. An approach to automated detection of tumors in mammograms
9. Evaluation of stellate lesion detection in a standard mammogram data set
10. Analysis of spiculation in the computerized classification of mammographic masses
11. Evaluation of a Hough method for circumscribed lesion detection
12. Recognition of stellate lesions in digital mammograms
13. Image feature extraction for mass detection using digital mammography: Influence of wavelet analysis
14. Computer-aided classification of mammographic masses and normal tissue: Linear discriminant analysis in texture feature space
15. Computer-aided detection of mammographic microcalcifications: Pattern recognition with an artificial neural network
16. Digital mammography: CAD method for mass detection with multiorientation and multiresolution wavelet transforms
17. Improving mass detection by adaptive and multi-scale processing in digitized mammograms
18. Hybrid M-channel wavelet transform method and application to medical image processing
19. Tree-structured nonlinear filters in digital mammography
20. A filter bank for the directional decomposition of images: Theory and design
21. X-ray medical image processing using directional wavelet transform
22. Wavelet transform for computer assisted diagnosis (CAD) for digital mammography
23. Wavelet-based neural network with fuzzy-logic adaptivity for nuclear image restoration
24. An adaptive clustering algorithm for image segmentation
25. Global optimization of a wavelet-based computer-aided diagnosis scheme for the detection of clustered microcalcifications on digital mammograms
26. Markov random field for tumor detection in digital mammography
27. Digital mammography: MF-based NN for automatic detection of microcalcifications
28. Non-separable extension of QMF to multiple dimensions