Finite-sample effects and resampling plans: Applications to linear classifiers in computer-aided diagnosis

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 3034, Issue , 1997, Pages 467-477

  Wagner, Robert F ^a   Chan, Heang Ping ^b   Sahiner, Berkman ^b   Petrick, Nicholas ^b   Mossoba, Joseph T ^a  

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

^b UNIVERSITY OF MICHIGAN   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

APPLICATIONS; COMPUTER AIDED ANALYSIS; COMPUTER AIDED DIAGNOSIS; CONTROL THEORY; DIGITAL IMAGE STORAGE; IMAGE PROCESSING; IMAGING SYSTEMS; LEARNING SYSTEMS; MEDICAL IMAGING; POPULATION STATISTICS; UNCERTAINTY ANALYSIS;

BIAS AND VARIANCES; CLASSIFIER PERFORMANCES; COMPUTER-AIDED DIAGNOSES; FINITE SIZES; GENERAL APPLICATIONS; LINEAR CLASSIFIERS; LINEAR DEPENDENCES; LOWER BOUNDS; NEURAL-NETWORK; NEW RESULTS; POPULATION PERFORMANCES; RE SAMPLINGS; ROC CURVES; TEST SAMPLES; TRAINING AND TESTS; TRAINING SAMPLES; UNBIASED ESTIMATES; UPPER BOUNDS;

CLASSIFIERS;

EID: 0008365130     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.274133     Document Type: Conference Paper

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