Clinical Applications of Artificial Neural Networks

Name: Clinical Applications of Artificial Neural Networks
Price: 112.28 USD
Availability: InStock
ISBN: 9780521001335

ISBN-10: 0521001331

ISBN-13: 9780521001335

Edition: 2001

Authors: Richard Dybowski, Vanya Gant

List price: $92.99

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Description:

Artificial neural networks provide a powerful tool to help doctors analyse, model and make sense of complex clinical data across a broad range of medical applications. This book covers a diversity of topics.

Book details

List price: $92.99
Copyright year: 2001
Publisher: Cambridge University Press
Publication date: 7/12/2007
Binding: Paperback
Pages: 380
Size: 6.65" wide x 9.57" long x 0.75" tall
Weight: 1.364
Language: English



List of contributors



Introduction




Applications



Artificial neural networks in laboratory medicine




Using artificial neural networks to screen cervical smears: how new technology enhances health care




Neural network analysis of sleep disorders Lionel Tarassenko




Artificial neural networks for neonatal intensive care




Artificial neural networks in urology: applications, feature extraction and user implementations




Artificial neural networks as a tool for whole organism fingerprinting in bacterial taxonomy Royston Goodacre



Prospects



Recent advances in EEG signal analysis and classification




Adaptive resonance theory: a foundation for 'apprentice' systems in clinical decision support?




Evolving artificial neural networks




Theory



Neural networks as statistical methods in survival analysis




A review of techniques for extracting rules from trained artificial neural networks




Confidence intervals and prediction intervals for feedforward neural networks




Ethics and Clinical Prospects



Artificial neural networks: practical considerations for clinical application



Index