Fundamentals

Pamela Cosman

University of California San Diego

Robert Gray Richard Olshen

Stanford University

1 Introduction 803

2 Image Compression 804

3 The Three Data Sets 805

3.1 CT Study • 3.2 MR Study • 3.3 Mammogram Study

4 Average Distortion and SNR 807

5 Subjective Ratings 809

5.1 Mammography Subjective Ratings

6 Diagnostic Accuracy and ROC Methodology 813

7 Determination of a Gold Standard 816

8 Concluding Remarks 817

References 817

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