Computer Aided Detection of lung cancer on chest radiographs: Effect of machine CAD true positive/false negative detections on radiologists' confidence level

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 5, Issue 26, 2004, Pages 185-191

  Freedman, Matthew ^a,b,c   Osicka, Teresa ^b   Lo, Shih Chung Benedict ^b   Lure, Fleming ^c   Xu, Xin Wei ^c   Lin, Jesse ^c   Zhao, Hui ^c   Zhang, Ron ^c  

^a GEORGETOWN UNIVERSITY SCHOOL OF MEDICINE   (United States)

^b GEORGETOWN UNIVERSITY MEDICAL CENTER   (United States)

^c Deus Technologies Inc   (United States)

Author keywords

Chest radiographs; Computer Aided Detection; Confidence level; Lung cancer; Observer performance variability

Indexed keywords

COMPUTER AIDED DIAGNOSIS; DATA REDUCTION; MEDICAL IMAGING; PERFORMANCE; RADIOGRAPHY; STATISTICAL METHODS;

CHEST RADIOGRAPHS; COMPUTER AIDED DETECTION (CAD); CONFIDENCE LEVEL; LUNG CANCER; OBSERVER PERFORMANCE VARIABILITY;

TUMORS;

EID: 12144257570     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.536157     Document Type: Conference Paper

References (3)

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2. S. Beiden, R. Wagner, K. Doi K, R. Nishikawa, M. Freedman, S-C. Lo, X-W. Xu, "Independent versus sequential reading in ROC studies of computer-assist modalities: Analysis of components of variance", Academic Radiology, Vol. 9, pp: 1036-1043, 2002.
3. M. Freedman, S-C. Lo, F. Lure, X-W. Xu, J. Lin, H. Zhao, T. Osicka, R. Zhang, "Computer aided detection of lung cancer on chest radiographs. Algorithm performance vs. radiologists' performance by size of cancer", SPIE Medical Imaging: Visualization, Display, and Image-Guided Procedures, Vol. 4319, pp: 150-159, 2001.