Clinical applications of artificial neural networks / (Record no. 521272)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03924nam a22003858i 4500 |
| 001 - CONTROL NUMBER | |
| control field | CR9780511543494 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | UkCbUP |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20200124160313.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION | |
| fixed length control field | m|||||o||d|||||||| |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr|||||||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 090505s2001||||enk o ||1 0|eng|d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780511543494 (ebook) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Cancelled/invalid ISBN | 9780521662710 (hardback) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Cancelled/invalid ISBN | 9780521001335 (paperback) |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | UkCbUP |
| Language of cataloging | eng |
| Description conventions | rda |
| Transcribing agency | UkCbUP |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | R853.D37 |
| Item number | C535 2001 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 616/.00285/632 |
| Edition number | 21 |
| 245 00 - TITLE STATEMENT | |
| Title | Clinical applications of artificial neural networks / |
| Statement of responsibility, etc | edited by Richard Dybowski and Vanya Gant. |
| 264 #1 - Production, Publication, Distribution, Manufacture, and Copyright Notice (R) | |
| Place of production, publication, distribution, manufacture (R) | Cambridge : |
| Name of producer, publisher, distributor, manufacturer (R) | Cambridge University Press, |
| Date of production, publication, distribution, manufacture, or copyright notice | 2001. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource (ix, 368 pages) : |
| Other physical details | digital, PDF file(s). |
| 336 ## - Content Type (R) | |
| Content type term (R) | text |
| Content type code (R) | txt |
| Source (NR) | rdacontent |
| 337 ## - Media Type (R) | |
| Media type term (R) | computer |
| Media type code (R) | c |
| Source (NR) | rdamedia |
| 338 ## - Carrier Type (R) | |
| Carrier type term (R) | online resource |
| Carrier type code (R) | cr |
| Source (NR) | rdacarrier |
| 500 ## - GENERAL NOTE | |
| General note | Title from publisher's bibliographic system (viewed on 05 Oct 2015). |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1. Introduction / Richard Dybowski and Vanya Gant -- Part I. Applications -- 2. Artifical neural networks in laboratory medicine / Simon S. Cross -- 3. Using artifical neural networks to screen cervical smears: how new technology enhances health care / Mathilde E. Boon and Lambrecht P. Kok -- 4. Neural network analysis of sleep disorders / Lionel Tarassenko, Mayela Zamora and James Pardey -- 5. Artificial neural networks for neonatal intensive care / Emma A. Braithwaite [and others] -- 6. Artificial neural networks in urology: applications, feature extraction and user implementations / Craig S. Niederberger and Richard M. Golden -- 7. Artificial neural lnetworks as a tool for whole organism fingerprinting in bacterial taxonomy / Royston Goodacre -- Part I. Prospects -- 8. Recent advances in EEG signal analysis and classification / Charles W. Anderson and David A. Peterson. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 9. Adaptive resonance theory: a foundation for 'apprentice' systems in clinical decison support? / Robert F. Harrison [and others] -- 10. Evolving artificial neural networks / V. William Porto and David B. Fogel -- Part III. Theory -- 11. Neural networks as statistical methods in survival analysis / Brian D. Ripley and Ruth M. Ripley -- 12. A review of techniques for extracting rules from trained artificial neural networks / Robert Andrews, Alan B. Tickle and Joachim Diederich -- 13. Confidence intervals and prediction intervals for feedforward neural networks / Richard Dybowski and Stephen J. Roberts -- Part IV. Ethics and clinical prospects -- 14. Artificial neural networks: practical considerations for clinical application / Vanya Gant, Susan Rodway and Jeremy Wyatt. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | 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. Their potential in clinical medicine is reflected in the diversity of topics covered in this volume. In addition to looking at applications the book looks forward to exciting future prospects. A section on theory looks at approaches to validate and refine the results generated by artificial neural networks. The volume also recognizes that concerns exist about the use of 'black-box' systems as decision aids in medicine, and the final chapter considers the ethical and legal conundrums arising out of their use for diagnostic or treatment decisions. Taken together, this eclectic collection of chapters provides an exciting overview of harnessing the power of artificial neural networks in the investigation and treatment of disease. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Medicine |
| General subdivision | Research |
| -- | Data processing. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Neural networks (Computer science) |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Clinical medicine |
| General subdivision | Decision making |
| -- | Data processing. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Dybowski, Richard, |
| Dates associated with a name | 1951- |
| Relator term | editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Gant, Vanya, |
| Relator term | editor. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Display text | Print version: |
| International Standard Book Number | 9780521662710 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://doi.org/10.1017/CBO9780511543494">https://doi.org/10.1017/CBO9780511543494</a> |
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