[Do neural networks revolutionize our predictive abilities?].
This paper claims for a rational treatment of patient data. It investigates data analysis with the aid of artificial neural networks. Successful example applications show that human diagnosis abilities are significantly worse than those of neural diagnosis systems. For the example of a newer architecture using RBF nets the basic functionality is explained and it is shown how human and neural expertise can be coupled. Finally, the applications and problems of this kind of systems are discussed.
Brause
R W
RW
Fachbereich Informatik, Johann Wolfgang Goethe-Universität Frankfurt/M.
D001185:Artificial Intelligence; D003936:Diagnosis, Computer-Assisted; D005103:Expert Systems; D006801:Humans; D016571:Neural Networks, Computer; D011379:Prognosis; D015203:Reproducibility of Results; D016896:Treatment Outcome