CAD-aided mammogram training

Academic Radiology

Volumn 12, Issue 8, 2005, Pages 1039-1048

  Luo, Ping ^a   Qian, Wei ^b   Romilly, Pat ^b  

^a UNIVERSITY OF SOUTH FLORIDA   (United States)

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

Author keywords

Attention; CAD; Cognitive; Conditional knowledge; Declarative knowledge; Perceptual; Procedural knowledge; Training

Indexed keywords

BREAST CANCER; COMPARATIVE STUDY; COMPUTER ASSISTED DIAGNOSIS; CONTROLLED STUDY; DATA ANALYSIS; DISEASE SEVERITY; HUMAN; HYPERMEDIA; MAJOR CLINICAL STUDY; MAMMOGRAPHY; PRIORITY JOURNAL; RADIOLOGY; RECEIVER OPERATING CHARACTERISTIC; RESIDENCY EDUCATION; REVIEW; SIMULATION; STATISTICAL SIGNIFICANCE;

EID: 23644439936     PISSN: 10766332     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.acra.2005.04.011     Document Type: Article

References (53)

1. American Cancer Society (ACS) Cancer facts and figures 2004
2. H.P. Chan, S.C. Lo, K.L. Sahiner Computer-aided detection of mammographic microcalcifications pattern recognition with an artificial neural network Med Phys 22 1995 1555 1567
3. L. Shen, R.M. Rangayyan, J.E. Leo Desautels An automatic detection and classification system for calcifications in mammograms Proc SPIE 1905 1993 799 805
4. E. Sala, R. Warren, J. McCann High-risk mammographic parenchymal patterns, hormone replacement therapy and other risk factors a case-control study Int J Epidemiol 29 2000 629 636
5. R.E. Bird, T.W. Wallace, B.C. Yankaskas Analysis of cancers missed at screening mammography Radiology 184 1992 613 617
6. W. Qian, L. Li, L.P. Clarke Image feature extraction for mass detection using digital mammography influence of wavelet analysis Med Phys 26 1999 402 408
7. W. Qian, L.P. Clarke, M. Kallergi Tree-structured nonlinear filters in digital mammography, IEEE Trans Med Imaging 13 1994 25 36
8. W. Qian, L.P. Clarke Digital mammography hybrid 4-channel wavelet transform for microcalcification segmentation Acad Radiol 5 1998 354 365
9. Giger ML, Vyborny CJ. CAD helps improve interpretation of breast images. Available online at: http://www.diagnosticimaging.com/cme/articles/012.shtml. Accessed March 6, 2004.
10. M.L. Giger, Z. Huo, M.A. Hupinski Computer-aided diagnosis in mammography M. Sonka M.J. Fitzpatrick Handbook of medical imaging, Vol. 2. Medical imaging processing and analysis 2000 SPIE 915 1004
11. R.M. Nishikawa, M.L. Giger, K. Doi Effect of case selection on the performance of computer-aided detection schemes Med Phys 21 1994 265 269
12. K. Marten, T. Seyfarth, F. Auer Computer-assisted detection of pulmonary nodules performance evaluation of an expert knowledge-based detection system in consensus reading with experienced and inexperienced chest radiologists Eur Radiol 14 2004 1930 1938
13. Y. Jiang, R.M. Nishikawa, R.A. Schmidt Potential of computer-aided diagnosis to reduce variability in radiologists' interpretations of mammograms depicting microcalcifications Radiology 220 2001 787 794
14. L.J. Warren-Burhenne, S.A. Wood, C.J. D'Orsi Potential contribution of computer-aided detection to the sensitivity of screening mammography Radiology 215 2000 554 562
15. T.W. Freer, M.J. Ulissey Computer-aided detection in screening mammography 2000 RSNA
16. J.G. Elmore, P.A. Carney Computer-aided detection of breast cancer has promise outstripped performance? J Natl Cancer Inst 96 2004 162 163
17. M.T.H. Chi, R. Glaser, M.J. Farr The nature of expertise 1988 Erlbaum Hillsdale, NJ
18. K.A. Ericsson The road to excellence 1996 Erlbaum Mahwah, NJ
19. R. Glaser Advances in instructional psychology educational design and cognitive science 2000 Erlbaum Mahwah, NJ
20. National Research Council How people learn brain, mind, and school 1999 National Academy Press Washington, DC
21. K.A. Ericsson, N. Charness Cognitive and developmental factors in expert performance P.J. Feltovich K.M. Ford R.R. Hoffman Expertise in context (3-41) 1997 Erlbaum Mahwah, NJ
22. V.L. Patel, J.F. Arocha, D.R. Kaufman Diagnostic reasoning and medical expertise D. Medin The psychology of learning and motivation 1999 Wiley Chichester, UK
23. S.P. Gott, A.M. Lesgold Competence in the workplace how cognitive performance models and situated instruction can accelerate skill acquisition R. Glaser Advances in instructional psychology educational design and cognitive science Vol. 5 2000 Erlbaum Mahwah, NJ
24. G.D. Tourassi Journey toward computer-aided diagnosis role of image texture analysis Radiology 213 1999 317 320
25. H.L. Kundel, C.F. Nodine, D. Carmody Visual scanning, pattern recognition and decision-making in pulmonary nodule detection Invest Radiol 13 1978 175 181
26. V.L. Patel, D.R. Kaufman, S. Magder Causal reasoning about complex physiological concepts by medical students Intl J Sci Educ 13 1991 171 185
27. S.A. Feig Adverse effects of screening mammography Radiol Clin North Am 42 2004 807 819
28. J.U. Lo, M. Gavrielides, M.K. Markey Computer-aided classification of breast microcalcification clusters merging of features from image processing and radiologists Medical Imaging 2003 Image Processing, Proceedings of the SPIE 5032 2003 882 889
29. M.L. Giger Computer-aided diagnosis RSNA categorical course in physics 1993 283 298
30. S.A. Feig Clinical evaluation of computer-aided detection in breast cancer screening Semin Breast Dis 2002 5223 5230
31. I.L. Beck, C.A. Perfetti, M.G. McKeown Effects of long-term vocabulary instruction on lexical access and reading comprehension J Educ Psychology 74 1982 506 521
32. J.S. Brown, R.B. Burton Diagnostic models for procedural bugs in basic mathematical skills Cogn Sci 2 1978 155 192
33. B.S. Bloom Automaticity the hands and feets of genius Educ Leadership 43 1986 70 77
34. A. Mack Inattentional blindness looking without seeing Curr Direction Psychol Sci 12 2003 180 184
35. E.B. Goldstein Sensation and perception 6th ed. 2003 Brooks/Cole CA
36. D.F. Salisbury Cognitive psychology and its implications for designing drill and practice programs for computers J Comp Based Instruct 17 1990 23 30
37. A. Newell, H.A. Simon Human problem solving 1972 Prentice Hall Englewood Cliffs, NJ
38. H. Eichenbaum How does the brain organize memories? Science 277 1997 330 332
39. S.M. Alessi, S.R. Trollip Multimedia for learning methods and development 2001 Allyn and Bacon Boston
40. M. Kallergi, M.R. Hersh, J.A. Thomas Using BIRADS categories in ROC experiments Image perception, observer performance, and technology assessment 4686 2002 SPIE 60 67
41. W. Qian, L.P. Clarke, M. Kallergi Tree-structured nonlinear filters in digital mammography IEEE Trans Med Imag 3 1994 25 36
42. F. Mao, W. Qian, J. Gaviria Fragmentary window filtering for multiscale lung nodule detection Acad Radiol 5 1998 306 311
43. W. Qian, X.J. Sun, R.A. Clark Multiresolution/multiorientation based nonlinear filters for image enhancement and detection in digital mammography J X-Ray Sci Technol 10 2002 1 15
44. Shen Y, Sankar R, Qian W, et al. Fuzzy image segmentation for lung nodule detection. Proceedings of IEEE, 2003 International Conference on Acoustics, Speech, and Signal Processing (ICASSP 03); 6-10 April 2003; Hong Kong.
45. W. Qian, L. Li, L.P. Clarke Image feature extraction for mass detection using digital mammography influence of wavelet analysis Med Phys 26 1999 402 408
46. B.Y. Zheng, W. Qian, L.P. Clarke Digital mammography MF-based NN for automatic detection of microcalcifications IEEE Trans Med Imaging 10 1996 589 597
47. Qian W. US patent no. 5576548, November 1996: "Nuclear imaging enhancer."
48. Qian W. US patent no. 5799100, August 1998: "Computer-assisted method and apparatus for analysis of x-ray images using wavelet transforms."
49. Qian W. US patent no. 5825936, October 1998: "Image analyzing device using adaptive criteria."
50. Qian W. US patent no. 5987094, November 1999: "Computer-assisted method and apparatus for the detection of lung nodules."
51. Qian W. US patent no. 5982917, November 1999: "Computer-assisted method and apparatus for the displaying x-ray images."
52. C.E. Metz Some practical issues of experimental design and data analysis in radiological ROC studies Invest Radiol 24 1989 234 245
53. Kallergi M, He L, Gavrielides M, et al. Resolution effects on the morphology of calcifications in digital mammograms. In Medicon '98', Proceedings of VIII Mediterranean Conference on Medical and Biological engineering and Computing; 1998; Lemesos, Cyprus.