Reader behavior in a detection task using single- And multi-slice image datasets

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 8318, Issue , 2012, Pages

  Kumcu, Asli ^a   Platiša, Ljiljana ^a   Platiša, Milan ^b   Vansteenkiste, Ewout ^a   Deblaere, Karel ^c   Badano, Aldo ^d   Philips, Wilfried ^a  

^a GHENT UNIVERSITY   (Belgium)

^b TASS NV   (Belgium)

^c GHENT UNIVERSITY HOSPITAL   (Belgium)

^d CENTER FOR DEVICES AND RADIOLOGICAL HEALTH   (United States)

Author keywords

Browsing patterns; Multi slice; Observer study; Reader behavior; Visual search

Indexed keywords

BEHAVIORAL RESEARCH; GAUSSIAN NOISE (ELECTRONIC);

BROWSING PATTERNS; MULTI SLICES; OBSERVER STUDIES; READER BEHAVIOR; VISUAL SEARCH;

MEDICAL IMAGING;

EID: 85051602735     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.912387     Document Type: Conference Paper

References (17)

1. Krupinski, E. A. and Berbaum, K. S., "The Medical Image Perception Society update on key issues for image perception research, " Radiology 253 (1), 230-233 (2009).
2. Nodine, C. F., Mello-Thoms, C., Kundel, H. L., and Weinstein, S. P., "Time course of perception and decision making during mammographic interpretation, " American Journal of Roentgenology 179 (4), 917-923 (2002).
3. Manning, D., Barker-Mill, S. C., Donovan, T., and Crawford, T., "Time-dependent observer errors in pulmonary nodule detection, " British Journal of Radiology 79 (940), 342-346 (2006).
4. Saunders, R. S. and Samei, E., "Improving mammographic decision accuracy by incorporating observer ratings with interpretation time, " British Journal of Radiology 79 (Special Issue 2), S117-S122 (2006).
5. Mello-Thoms, C., "The problem of image interpretation in mammography: effects of lesion conspicuity on the visual search strategy of radiologists, " British Journal of Radiology 79 (Special Issue 2), S111-S116 (2006).
6. Wang, X., Durick, J., Lu, A., Herbert, D., Golla, S., Foley, K., Piracha, C., Shinde, D., Shindel, B., Fuhrman, C., Britton, C., Strollo, D., Shang, S., Lacomis, J., and Good, W., "Characterization of radiologists search strategies for lung nodule detection: Slice-based versus volumetric displays, " Journal of Digital Imaging 21, 39-49 (2008).
7. Platisa, L., Kumcu, A., Platisa, M., Vansteenkiste, E., Deblaere, K., Badano, A., and Philips, W., "Volumetric detection tasks with varying complexity: human observer performance, " Medical Imaging 2012: Image Perception, Observer Performance, and Technology Assessment 8318 (1), 83180S, SPIE (2012).
8. Garcia-Perez, M. A., "Yes-no staircases with fixed step sizes: Psychometric properties and optimal setup, " Optometry & Vision Science 78 (1), 56-64 (2001).
9. Marchessoux, C. and Kimpe, T., "15. 3: Specificities of a psycho-physical test room dedicated for medical display applications, " SID Symposium Digest of Technical Papers 38 (1), 971-974, SID (2007).
10. Dorfman, D., Berbaum, K., and Metz, C., "Receiver operating characteristic rating analysis: Generalization to the population of readers and patients with the jackknife method, " Investigative Radiology 27, 723-731 (1992).
11. Hillis, S., "Monte carlo validation of the Dorfman-Berbaum-Metz method using normalized pseudovalues and less data-based model simplification, " Academic Radiology 12, 1534-1541 (2005).
12. Hillis, S., "A comparison of denominator degrees of freedom for multiple observer ROC analysis, " Statistics in Medicine 26, 596-619 (2007).
13. Hillis, S. L., Berbaum, K. S., and Metz, C. E., "Recent developments in the Dorfman-Berbaum-Metz procedure for multireader ROC study analysis, " Academic Radiology 15 (5), 647-661 (2008).
14. Freedman, M. and Osicka, T., [The Handbook of Medical Image Perception and Techniques], ch. 21: Perceptual effects of CAD in reading chest radiographs, 290-303, Cambridge University Press, New York (2010).
15. Rosner, B., [Fundamentals of Biostatistics], Cengage Learning, 7th ed. (2011).
16. SAS Institute Inc., Cary, NC, "SAS Enterprise Guide 4. " software.
17. Liang, H. and Badano, A., "Temporal response of medical liquid crystal displays, " Medical Physics 34 (2), 639-646 (2007).