Neural networks and artificial intelligence for biomedical engineering / (Record no. 40093)
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| fixed length control field | 06417nam a2201477 i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 5263228 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | IEEE |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20230927112345.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| fixed length control field | m o d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr |n||||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 100317t20152000nyua ob 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780470545355 |
| Qualifying information | electronic |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9780780334045 |
| Qualifying information | |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 0470545356 |
| Qualifying information | electronic |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1109/9780470545355 |
| Source of number or code | doi |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (CaBNVSL)mat05263228 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (IDAMS)0b000064810c33d0 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | CaBNVSL |
| Language of cataloging | eng |
| Description conventions | rda |
| Transcribing agency | CaBNVSL |
| Modifying agency | CaBNVSL |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 610/.285/63 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Hudson, D. L., |
| Fuller form of name | (Donna L.) |
| Relator term | author. |
| 245 10 - TITLE STATEMENT | |
| Title | Neural networks and artificial intelligence for biomedical engineering / |
| Statement of responsibility, etc. | Donna L. Hudson, Maurice E. Cohen. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | New York : |
| Name of producer, publisher, distributor, manufacturer | Institute of Electrical and Electronics Engineers, |
| Date of production, publication, distribution, manufacture, or copyright notice | c2000. |
| 264 #2 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | [Piscataqay, New Jersey] : |
| Name of producer, publisher, distributor, manufacturer | IEEE Xplore, |
| Date of production, publication, distribution, manufacture, or copyright notice | [1999] |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 PDF (xxiii, 306 pages) : |
| Other physical details | illustrations. |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | electronic |
| Source | isbdmedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Source | rdacarrier |
| 490 1# - SERIES STATEMENT | |
| Series statement | IEEE press series on biomedical engineering ; |
| Volume/sequential designation | 3 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes bibliographical references and index. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Preface. Acknowledgments. Overview. NEURAL NETWORKS. Foundations of Neural Networks. Classes of Neural Networks. Classification Networks and Learning. Supervised Learning. Unsupervised Learning. Design Issues. Comparative Analysis. Validation and Evaluation. ARTIFICIAL INTELLIGENCE. Foundation of Computer-Assisted Decision Making. Knowledge Representation. Knowledge Acquisition. Reasoning Methodologies. Validation and Evaluation. ALTERNATIVE APPROACHES. Genetic Algorithms. Probabilistic Systems. Fuzzy Systems. Hybrid Systems. HyperMerge, a Hybird Expert System. Future Perspectives. Index. About the Authors. |
| 506 1# - RESTRICTIONS ON ACCESS NOTE | |
| Terms governing access | Restricted to subscribers or individual electronic text purchasers. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Using examples drawn from biomedicine and biomedical engineering, this essential reference book brings you 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 aids, including hybrid systems. Neural Networks and Artificial Intelligence for Biomedical Engineering offers students and scientists of biomedical engineering, biomedical informatics, and medical artificial intelligence a deeper understanding of the powerful techniques now in use with a wide range of biomedical applications. Highlighted topics include: . Types of neural networks and neural network algorithms. Knowledge representation, knowledge acquisition, and reasoning methodologies. Chaotic analysis of biomedical time series. Genetic algorithms. Probability-based systems and fuzzy systems. Evaluation and validation of decision support aids. An Instructor Support FTP site is available from the Wiley editorial department: ftp://ftp.ieee.org/uploads/press/hudson. |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
| Additional physical form available note | Also available in print. |
| 538 ## - SYSTEM DETAILS NOTE | |
| System details note | Mode of access: World Wide Web |
| 588 ## - SOURCE OF DESCRIPTION NOTE | |
| Source of description note | Description based on PDF viewed 12/21/2015. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Artificial intelligence |
| General subdivision | Medical applications. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Neural networks (Computer science) |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Expert systems (Computer science) |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Biomedical engineering |
| General subdivision | Computer simulation. |
| 655 #0 - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Electronic books. |
| 695 ## - | |
| -- | Accuracy |
| 695 ## - | |
| -- | Algorithm design and analysis |
| 695 ## - | |
| -- | Arteries |
| 695 ## - | |
| -- | Artificial intelligence |
| 695 ## - | |
| -- | Artificial neural networks |
| 695 ## - | |
| -- | Bayesian methods |
| 695 ## - | |
| -- | Binary trees |
| 695 ## - | |
| -- | Biographies |
| 695 ## - | |
| -- | Biological cells |
| 695 ## - | |
| -- | Biological neural networks |
| 695 ## - | |
| -- | Biological system modeling |
| 695 ## - | |
| -- | Biomedical imaging |
| 695 ## - | |
| -- | Blood |
| 695 ## - | |
| -- | Blood pressure |
| 695 ## - | |
| -- | Brain models |
| 695 ## - | |
| -- | Chaos |
| 695 ## - | |
| -- | Classification algorithms |
| 695 ## - | |
| -- | Clustering algorithms |
| 695 ## - | |
| -- | Cognition |
| 695 ## - | |
| -- | Computational modeling |
| 695 ## - | |
| -- | Computers |
| 695 ## - | |
| -- | Convergence |
| 695 ## - | |
| -- | Data models |
| 695 ## - | |
| -- | Databases |
| 695 ## - | |
| -- | Decision making |
| 695 ## - | |
| -- | Decision trees |
| 695 ## - | |
| -- | Design automation |
| 695 ## - | |
| -- | Diseases |
| 695 ## - | |
| -- | Drugs |
| 695 ## - | |
| -- | Electric potential |
| 695 ## - | |
| -- | Electrocardiography |
| 695 ## - | |
| -- | Electroencephalography |
| 695 ## - | |
| -- | Engines |
| 695 ## - | |
| -- | Euclidean distance |
| 695 ## - | |
| -- | Expert systems |
| 695 ## - | |
| -- | Feature extraction |
| 695 ## - | |
| -- | Fires |
| 695 ## - | |
| -- | Fuzzy sets |
| 695 ## - | |
| -- | Genetics |
| 695 ## - | |
| -- | Gold |
| 695 ## - | |
| -- | Heart |
| 695 ## - | |
| -- | Hopfield neural networks |
| 695 ## - | |
| -- | Hospitals |
| 695 ## - | |
| -- | Humans |
| 695 ## - | |
| -- | Indexes |
| 695 ## - | |
| -- | Inference algorithms |
| 695 ## - | |
| -- | Knowledge acquisition |
| 695 ## - | |
| -- | Knowledge based systems |
| 695 ## - | |
| -- | Knowledge representation |
| 695 ## - | |
| -- | Linear matrix inequalities |
| 695 ## - | |
| -- | Mathematical model |
| 695 ## - | |
| -- | Measurement |
| 695 ## - | |
| -- | Medical diagnostic imaging |
| 695 ## - | |
| -- | Medical services |
| 695 ## - | |
| -- | Natural language processing |
| 695 ## - | |
| -- | Neurons |
| 695 ## - | |
| -- | Numerical models |
| 695 ## - | |
| -- | Object oriented modeling |
| 695 ## - | |
| -- | Optimization |
| 695 ## - | |
| -- | Organisms |
| 695 ## - | |
| -- | Pain |
| 695 ## - | |
| -- | Partitioning algorithms |
| 695 ## - | |
| -- | Probabilistic logic |
| 695 ## - | |
| -- | Process control |
| 695 ## - | |
| -- | Production |
| 695 ## - | |
| -- | Search problems |
| 695 ## - | |
| -- | Simulated annealing |
| 695 ## - | |
| -- | Software |
| 695 ## - | |
| -- | Spectroscopy |
| 695 ## - | |
| -- | Supervised learning |
| 695 ## - | |
| -- | Support vector machine classification |
| 695 ## - | |
| -- | Testing |
| 695 ## - | |
| -- | Tiles |
| 695 ## - | |
| -- | Time series analysis |
| 695 ## - | |
| -- | Training |
| 695 ## - | |
| -- | Transforms |
| 695 ## - | |
| -- | Unsupervised learning |
| 695 ## - | |
| -- | Vectors |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Cohen, M. E. |
| Fuller form of name | (Maurice E.) |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | John Wiley & Sons, |
| Relator term | publisher. |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | IEEE Xplore (Online service), |
| Relator term | distributor. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Print version: |
| International Standard Book Number | 9780780334045 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | IEEE Press series in biomedical engineering ; |
| Volume/sequential designation | 3 |
| 856 42 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Abstract with links to resource |
| Uniform Resource Identifier | <a href="https://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=5263228">https://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=5263228</a> |
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