The neural network as a predictor of cancer in patients with inflammatory myopathies
Albert Selva-O'Callaghan MD, PhD
Hospital Vall d'Hebron, Autonomous University of Barcelona
Search for more papers by this authorTilman Mijares-Boeckh-Behrens MD
Hospital Vall d'Hebron, Autonomous University of Barcelona
Search for more papers by this authorRoser Solans-Laqué MD, PhD
Hospital Vall d'Hebron, Autonomous University of Barcelona
Search for more papers by this authorMoises Labrador-Horrillo MD, PhD
Hospital Vall d'Hebron, Autonomous University of Barcelona
Search for more papers by this authorMiquel Vilardell-Tarrés MD, PhD
Hospital Vall d'Hebron, Autonomous University of Barcelona, Barcelona, Spain
Search for more papers by this authorAlbert Selva-O'Callaghan MD, PhD
Hospital Vall d'Hebron, Autonomous University of Barcelona
Search for more papers by this authorTilman Mijares-Boeckh-Behrens MD
Hospital Vall d'Hebron, Autonomous University of Barcelona
Search for more papers by this authorRoser Solans-Laqué MD, PhD
Hospital Vall d'Hebron, Autonomous University of Barcelona
Search for more papers by this authorMoises Labrador-Horrillo MD, PhD
Hospital Vall d'Hebron, Autonomous University of Barcelona
Search for more papers by this authorMiquel Vilardell-Tarrés MD, PhD
Hospital Vall d'Hebron, Autonomous University of Barcelona, Barcelona, Spain
Search for more papers by this author
REFERENCES
- 1 Schmitt WH, Linder R, Reinhold-Keller E, Gross WL. Improved differentiation between Churg-Strauss syndrome and Wegener's granulomatosis by an artificial neural network. Arthritis Rheum 2001; 44: 1887–96.
- 2 Hill CL, Zhang Y, Sigurgeirsson B, Pukkala E, Mellemkjaer L, Airio A, et al. Frequency of specific cancer types in dermatomyositis and polymyositis: a population-based study. Lancet 2001; 357: 96–100.
- 3 Buchbinder R, Forbes A, Hall S, Dennett X, Giles G. Incidence of malignant disease in biopsy-proven inflammatory myopathy: a population-based cohort study. Ann Intern Med 2001; 134: 1087–95.
- 4 Cross SS, Harrison RF, Kennedy RL. Introduction to neural networks. Lancet 1995; 346: 1075–9.
- 5
Dayhoff JE,
DeLeo JM.
Artificial neural networks: opening the black box.
Cancer
2001;
91:
1615–35.
10.1002/1097-0142(20010415)91:8+<1615::AID-CNCR1175>3.0.CO;2-L CAS PubMed Web of Science® Google Scholar
- 6 Richard MD, Lippman RP. Neural networks classifiers estimate Bayesian a posteriori probabilities. Neural Comput 1991; 3: 461–83.
- 7 Jain A, Zongker D. Feature selection: evaluation, application and small sample performance. IEEE Trans Pattern Anal Machine Intell 1997; 19: 153–8.
