TY  - CONF
A1  - Brause, Rüdiger W.
T1  - Medical analysis and diagnosis by neural networks
T2  - Lecture notes in computer science ; Vol. 2199, Medical data analysis : second international symposium ; proceedings / ISMDA 2001, Madrid, Spain, October 8 - 9, 2001. Jose Crespo ... (ed.)
N2  - In its first part, this contribution reviews shortly the application of neural network methods to medical problems and characterizes its advantages and problems in the context of the medical background. Successful application examples show that human diagnostic capabilities are significantly worse than the neural diagnostic systems. Then, paradigm of neural networks is shortly introduced and the main problems of medical data base and the basic approaches for training and testing a network by medical data are described. Additionally, the problem of interfacing the network and its result is given and the neuro-fuzzy approach is presented. Finally, as case study of neural rule based diagnosis septic shock diagnosis is described, on one hand by a growing neural network and on the other hand by a rule based system. Keywords: Statistical Classification, Adaptive Prediction, Neural Networks, Neurofuzzy, Medical Systems
KW  - Statistical Classification
KW  - Adaptive Prediction
KW  - Neural Networks
KW  - Neurofuzzy
KW  - Medical Systems
Y1  - 2001
UR  - http://publikationen.ub.uni-frankfurt.de/frontdoor/index/index/docId/7966
UR  - https://nbn-resolving.org/urn:nbn:de:hebis:30-79184
SP  - 1
EP  - 13
PB  - Springer
CY  - Berlin ; Heidelberg ; New York ; Barcelona ; Hong Kong ; London ; Milan ; Paris ; Tokyo
ER  -