Receiver Operating Characteristic (ROC) Literature Research

PI: Kelly H. Zou, Ph.D.

Grant Acknowledgement: This research has been supported by NIH R01-LM007861 "Improved Tumor Resection in Image-Guided Neurosurgery."


A. BACKGROUND (EARLY PAPERS AND TEXTBOOKS).

B. OVERVIEWS / REVIEWS. C. DESIGN OF ROC STUDIES / BIAS. D. CURVE-FITTING. E. INDICES OF DIAGNOSTIC ACCURACY. F. STATISTICAL INFERENCE. G. IMPERFECT GOLD STANDARD. H. META-ANALYSIS. I. CONTINUOUS MEASUREMENTS. J. GENERALIZATIONS (MULTIPLE DISEASES, LOCALIZATION). K. MEDICAL DECISION MAKING (OPTIMAL CUTOFF, UTILITY). L. LOGISTIC REGRESSION AND CLASSIFICATION TREES . M. MAMMOGRAPHY. N. SAMPLE SIZE CONSIDERATIONS. O. MEASUREMENT ERROR MODELS. P. UNCLASSIFIED.