Research Catalog
Neural networks and artificial intelligence for biomedical engineering / Donna L. Hudson, Maurice E. Cohen.
- Title
- Neural networks and artificial intelligence for biomedical engineering / Donna L. Hudson, Maurice E. Cohen.
- Author
- Hudson, D. L. (Donna L.)
- Publication
- New York : Institute of Electrical and Electronics Engineers, 2000.
Items in the Library & Off-site
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1 Item
| Status | Format | Access | Call Number | Item Location |
|---|---|---|---|---|
Not available - Please for assistance. | Text | Request in advance | R859.7.A78 H84 2000 | Off-site |
Holdings
Details
- Additional Authors
- Cohen, M. E. (Maurice E.)
- Description
- xxiii, 306 pages : illustrations; 26 cm.
- Summary
- "Using examples drawn from biomedicine and biomedical engineering, this reference text provides comprehensive coverage of all the major techniques currently available to build computer-assisted decision support systems. You will find practical solutions for biomedicine based on current theory and applications of neural networks, artificial intelligence and other methods for the development of decision-making aids, including hybrid systems."--BOOK JACKET.
- Series Statement
- IEEE Press series in biomedical engineering
- Uniform Title
- IEEE Press series in biomedical engineering.
- Subjects
- Bibliography (note)
- Includes bibliographical references and index.
- Contents
- Pt. I. Neural Networks. Ch. 1. Foundations of Neural Networks. Ch. 2. Classes of Neural Networks. Ch. 3. Classification Networks and Learning. Ch. 4. Supervised Learning. Ch. 5. Unsupervised Learning. Ch. 6. Design Issues. Ch. 7. Comparative Analysis. Ch. 8. Validation and Evaluation -- Pt. II. Artificial Intelligence. Ch. 9. Foundations of Computer-Assisted Decision Making. Ch. 10. Knowledge Representation. Ch. 11. Knowledge Acquisition. Ch. 12. Reasoning Methodologies. Ch. 13. Validation and Evaluation -- Pt. III. Alternative Approaches. Ch. 14. Genetic Algorithms. Ch. 15. Probabilistic Systems. Ch. 16. Fuzzy Systems. Ch. 17. Hybrid Systems. Ch. 18. HyperMerge, a Hybrid Expert System. Ch. 19. Future Perspectives.
- ISBN
- 0780334043
- LCCN
- 99030757
- Owning Institutions
- Columbia University Libraries