Neural Networks and the Roles of Cross Validation

Medical Decision Making

Volumn 18, Issue 1, 1998, Pages 122-123

  Hilden, Jørgen ^a  

^a UNIVERSITY OF COPENHAGEN   (Denmark)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL NEURAL NETWORK; COMPUTER ASSISTED DIAGNOSIS; COMPUTER PROGRAM; HUMAN; NOTE; REGRESSION ANALYSIS; ROC CURVE;

DIAGNOSIS, COMPUTER-ASSISTED; HUMANS; LEAST-SQUARES ANALYSIS; NEURAL NETWORKS (COMPUTER); ROC CURVE; SOFTWARE VALIDATION;

EID: 0031612632     PISSN: 0272989X     EISSN: None     Source Type: Journal    
DOI: 10.1177/0272989X9801800119     Document Type: Article

References (3)

1. Tourassi GD, Floyd CE The effect of data sampling on the performance evaluation of artificial neural networks in medical diagnosis Med Decis Making 1997, 17 186-92
2. Hilden J., Habbema Jdf, Bjerregaard B. The measurement of performance in medical diagnosis III Methods based on continuous functions of the diagnostic probabilities Meth Inform Med 1978, 17 238-46
3. Hilden J. The area under the ROC curve and its competitors. Med Decis Making 1991, 11. 95-101