An explanation facility for a neural network trained to predict atrial fibrillation directly after cardiac surgery

Computers in Cardiology

Volumn 0, Issue 0, 1998, Pages 489-492

  Egmont Petersen, M ^a   Dassen, W R M ^b   Kirchhof, C J H J ^b   Heijmeriks, J ^b   Ambergen, A W ^b  

^a LEIDEN UNIVERSITY MEDICAL CENTER   (Netherlands)

^b MAASTRICHT UNIVERSITY   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0009817585     PISSN: 02766574     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Article

References (6)

1. Dassen WRM, Egmont-Petersen M, Mulleneers RGA. Artificial neural networks in cardiology; a review. In: Vardas PE, ed. Cardiac arrhythmias, pacing and electrophysiology. Dordrecht: Kluwer Academic Publishers, 1998:205-211.
2. Funahashi K-I. On the approximate realization of continuous mappings by neural networks. Neural networks 1989; 2:183-192.
3. Hart A, Wyatt J. Connectionist models in medicine: an investigation of their potential, AIME-89, 1989. Springer Verlag.
4. Sosa E. Causation and causality. London: Oxford University Press, 1975.
5. Egmont-Petersen M, Talmon JL, Hasman A, Ambergen T. Assessing the importance of features for multi-layer preceptrons. Neural Networks 1998; 11:623-635.
6. Siegel S, Castellan NJ. Nonparametric statistics for the behavioral sciences. Singapore: McGraw Hill, 1988.