Predictors of urinary tract infection based on artificial neural networks and genetic algorithms
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Ben S. Gerber | Paul S. Heckerling | Gay J. Canaris | Stephen D. Flach | Thomas G. Tape | Robert S. Wigton | R. Wigton | P. Heckerling | T. Tape | B. Gerber | S. D. Flach | G. Canaris
[1] Geoffrey E. Hinton,et al. Learning internal representations by error propagation , 1986 .
[2] Fernando Mendes de Azevedo,et al. Hybrid expert system for decision supporting in the medical area: complexity and cognitive computing , 2001, Int. J. Medical Informatics.
[3] Christian Jacob,et al. Illustrating Evolutionary Computation with Mathematica , 2001 .
[4] D. Dorfman,et al. Maximum-likelihood estimation of parameters of signal-detection theory and determination of confidence intervals—Rating-method data , 1969 .
[5] M F Jefferson,et al. Evolution of Artificial Neural Network Architecture: Prediction of Depression after Mania , 1998, Methods of Information in Medicine.
[6] Kalpana Gupta,et al. Risk Factors Associated with Acute Pyelonephritis in Healthy Women , 2005, Annals of Internal Medicine.
[7] Li Liu,et al. Neural network modeling for surgical decisions on traumatic brain injury patients , 2000, Int. J. Medical Informatics.
[8] D B Matchar,et al. Likelihood ratios for continuous test results--making the clinicians' job easier or harder? , 1993, Journal of clinical epidemiology.
[9] R. Wigton,et al. Prediction of Community-Acquired Pneumonia Using Artificial Neural Networks , 2003, Medical decision making : an international journal of the Society for Medical Decision Making.
[10] Edward J Boyko,et al. Diabetes and the risk of acute urinary tract infection among postmenopausal women. , 2002, Diabetes care.
[11] Torgny Groth,et al. Transferability of neural network-based decision support algorithms for early assessment of chest-pain patients , 2000, Int. J. Medical Informatics.
[12] L. Leibovici,et al. A clinical model for diagnosis of urinary tract infection in young women. , 1989, Archives of internal medicine.
[13] Tom Heskes,et al. Partial Retraining: A New Approach to Input Relevance Determination , 1999, Int. J. Neural Syst..
[14] S. T. Buckland,et al. An Introduction to the Bootstrap. , 1994 .
[15] Jaime G. Carbonell,et al. Machine learning: paradigms and methods , 1990 .
[16] Leo Breiman,et al. Classification and Regression Trees , 1984 .
[17] Paul S. Heckerling,et al. Parametric receiver operating characteristic curve analysis using mathematica , 2002, Comput. Methods Programs Biomed..
[18] B S Gerber,et al. Selection of Predictor Variables for Pneumonia Using Neural Networks and Genetic Algorithms , 2005, Methods of Information in Medicine.
[19] Lucila Ohno-Machado,et al. A genetic algorithm to select variables in logistic regression: example in the domain of myocardial infarction , 1999, AMIA.
[20] John H. Holland,et al. Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence , 1992 .
[21] Paul S. Heckerling,et al. Entering the Black Box of Neural Networks , 2003, Methods of Information in Medicine.
[22] Edward J Boyko,et al. Risk factors for urinary tract infections in postmenopausal women. , 2004, Archives of internal medicine.
[23] K. Holmes,et al. Diagnosis of coliform infection in acutely dysuric women. , 1982, The New England journal of medicine.
[24] A D Lovie,et al. The bootstrapped model--Lessons for the acceptance of intellectual technology. , 1987, Applied ergonomics.
[25] Laurene V. Fausett,et al. Fundamentals Of Neural Networks , 1994 .
[26] A. Komaroff,et al. Management strategies for urinary and vaginal infections. , 1978, Archives of internal medicine.
[27] James A. Freeman,et al. Simulating neural networks - with Mathematica , 1993 .
[28] J P Ornato,et al. Use of clinical findings in the diagnosis of urinary tract infection in women. , 1985, Archives of internal medicine.
[29] H Lunt,et al. Vaginal symptoms and insulin dependent diabetes mellitus. , 1995, The New Zealand medical journal.
[30] D. McPhee,et al. Predicting cytomegalovirus disease after renal transplantation: an artificial neural network approach , 1999, Int. J. Medical Informatics.
[31] James L. McClelland,et al. Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundations , 1986 .
[32] W Penny,et al. Neural Networks in Clinical Medicine , 1996, Medical decision making : an international journal of the Society for Medical Decision Making.
[33] Sanjay Saint,et al. Does this woman have an acute uncomplicated urinary tract infection? , 2002, JAMA.
[34] A. Laupacis,et al. Clinical prediction rules. A review and suggested modifications of methodological standards. , 1997, JAMA.
[35] H. Sox,et al. Clinical prediction rules. Applications and methodological standards. , 1985, The New England journal of medicine.
[36] D. E. Goldberg,et al. Genetic Algorithms in Search , 1989 .
[37] D. Scholes,et al. Increasing prevalence of antimicrobial resistance among uropathogens causing acute uncomplicated cystitis in women. , 1999, JAMA.
[38] J J Christensen-Szalanski,et al. Physicians' Misunderstanding of Normal Findings , 1983, Medical decision making : an international journal of the Society for Medical Decision Making.
[39] A. Komaroff,et al. Urinalysis and urine culture in women with dysuria. , 1986, Annals of internal medicine.
[40] C. Kunin,et al. A Reassessment of the Importance of Low-Count Bacteriuria in Young Women with Acute Urinary Symptoms , 1993, Annals of Internal Medicine.
[41] J V Tu,et al. Advantages and disadvantages of using artificial neural networks versus logistic regression for predicting medical outcomes. , 1996, Journal of clinical epidemiology.
[42] M. Rubenfire,et al. Neural network in the clinical diagnosis of acute pulmonary embolism. , 1993, Chest.
[43] Stephen Wolfram,et al. Mathematica: a system for doing mathematics by computer (2nd ed.) , 1991 .
[44] L. Leibovici,et al. Urinary tract infections with low and high colony counts in young women. Spontaneous remission and single-dose vs multiple-day treatment. , 1994, Archives of internal medicine.
[45] S Forrest,et al. Genetic algorithms , 1996, CSUR.
[46] James L. McClelland. Explorations In Parallel Distributed Processing , 1988 .
[47] Richard A. Wright,et al. Detection of pyuria and bacteriuria in symptomatic ambulatory women , 1992, Journal of General Internal Medicine.
[48] David E. Goldberg,et al. Genetic Algorithms in Search Optimization and Machine Learning , 1988 .
[49] C. Kunin,et al. Urinary Tract Infections: Detection, Prevention, and Management , 1997 .
[50] W. Baxt. Analysis of the clinical variables driving decision in an artificial neural network trained to identify the presence of myocardial infarction. , 1992, Annals of emergency medicine.
[51] D J Roe,et al. Squamous cells as predictors of bacterial contamination in urine samples. , 1998, Annals of emergency medicine.