Logistic regression and artificial neural network classification models: a methodology review

This publication has 18 references indexed in Scilit:

• Support Vector Machines for Diagnosis of Breast Tumors on US Images
  Academic Radiology, 2003
• Sensitivity analysis for minimization of input data dimension for feedforward neural network
  Published by Institute of Electrical and Electronics Engineers (IEEE) ,2002
• Validity of prognostic models: When is a model clinically useful?
  Materials, 2002
• A review of evidence of health benefit from artificial neural networks in medical intervention
  Neural Networks, 2001
• A Comparison of Machine Learning Methods for the Diagnosis of Pigmented Skin Lesions
  Journal of Biomedical Informatics, 2001
• On the misuses of artificial neural networks for prognostic and diagnostic classification in oncology
  Statistics in Medicine, 2000
• What do we mean by validating a prognostic model?
  Statistics in Medicine, 2000
• A method of comparing the areas under receiver operating characteristic curves derived from the same cases.
  Radiology, 1983
• Estimating the Error Rate of a Prediction Rule: Improvement on Cross-Validation
  Journal of the American Statistical Association, 1983
• The Relationship Between Variable Selection and Data Agumentation and a Method for Prediction
  Technometrics, 1974