MARC details
| 000 -LEADER |
|---|
| fixed length control field |
03965nam a22004694u 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
200467354 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
TR-AnTOB |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20260311093531.0 |
| 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 nn 008mam|a |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
210420t2021||||xxu fs| |0|| 0|eng|| |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781119792611 |
| Qualifying information |
electronic |
| 024 7# - OTHER STANDARD IDENTIFIER |
|---|
| Standard number or code |
10.1002/9781119792611 |
| Source of number or code |
doi |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
TR-AnTOB |
| Language of cataloging |
eng |
| Description conventions |
rda |
| Transcribing agency |
TR-AnTOB |
| 041 0# - LANGUAGE CODE |
|---|
| Language code of text/sound track or separate title |
İngilizce |
| 060 ## - NATIONAL LIBRARY OF MEDICINE CALL NUMBER |
|---|
| Classification number |
W 26.5 |
| Item number |
M149 2021 |
| 090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN) |
|---|
| Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) |
W 26.5 |
| Local cutter number (OCLC) ; Book number/undivided call number, CALL (RLIN) |
M149 2021EBK |
| 245 00 - TITLE STATEMENT |
|---|
| Title |
Machine learning for healthcare applications / |
| Medium |
[electronic resource] |
| Statement of responsibility, etc. |
Edited by Sachi Nandan Mohanty, G. Nalinipriya, Om Prakash Jena, Achyuth Sarkar. |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
1 |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
Hoboken, NJ : |
| Name of producer, publisher, distributor, manufacturer |
Wiley, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2021. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 online resource (xx, 389 pages) |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Content type code |
txt |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
computer |
| Media type code |
c |
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
online resource |
| Carrier type code |
cr |
| Source |
rdacarrier |
| 347 ## - DIGITAL FILE CHARACTERISTICS |
|---|
| File type |
text file |
| Source |
rdaft |
|
|---|
| Encoding format |
PDF |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
When considering the idea of using machine learning in healthcare, it is a Herculean task to present the entire gamut of information in the field of intelligent systems. It is, therefore the objective of this book to keep the presentation narrow and intensive. This approach is distinct from others in that it presents detailed computer simulations for all models presented with explanations of the program code. It includes unique and distinctive chapters on disease diagnosis, telemedicine, medical imaging, smart health monitoring, social media healthcare, and machine learning for COVID-19. These chapters help develop a clear understanding of the working of an algorithm while strengthening logical thinking. In this environment, answering a single question may require accessing several data sources and calling on sophisticated analysis tools. While data integration is a dynamic research area in the database community, the specific needs of research have led to the development of numerous middleware systems that provide seamless data access in a result-driven environment. Since this book is intended to be useful to a wide audience, students, researchers and scientists from both academia and industry may all benefit from this material. It contains a comprehensive description of issues for healthcare data management and an overview of existing systems, making it appropriate for introductory and instructional purposes. Prerequisites are minimal; the readers are expected to have basic knowledge of machine learning. This book is divided into 22 real-time innovative chapters which provide a variety of application examples in different domains. These chapters illustrate why traditional approaches often fail to meet customers’ needs. The presented approaches provide a comprehensive overview of current technology. Each of these chapters, which are written by the main inventors of the presented systems, specifies requirements and provides a description of both the chosen approach and its implementation. Because of the self-contained nature of these chapters, they may be read in any order. Each of the chapters use various technical terms which involve expertise in machine learning and computer science. |
| 650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Artificial Intelligence |
|
|---|
| Topical term or geographic name entry element |
Medical Informatics & Biomedical Information Technology |
|
|---|
| Topical term or geographic name entry element |
Intelligent Systems & Agents |
| 655 #0 - INDEX TERM--GENRE/FORM |
|---|
| Genre/form data or focus term |
Electronic books |
| 9 (RLIN) |
2032 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Mohanty, Sachi Nandan |
| Relator term |
editor |
|
|---|
| Personal name |
Nalinipriya, G. |
| Relator term |
editor |
|
|---|
| Personal name |
Jena, Om Prakash |
| Relator term |
editor |
|
|---|
| Personal name |
Sarkar, Achyuth |
| Relator term |
editor |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Relationship information |
Printed edition: |
| International Standard Book Number |
9781119791812 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="https://doi.org/10.1002/9781119792611">https://doi.org/10.1002/9781119792611</a> |
| Host name |
Wiley Online Library |
|
|---|
| Uniform Resource Identifier |
<a href="https://onlinelibrary.wiley.com/action/showBook?doi=10.1002%2F9781119792611">https://onlinelibrary.wiley.com/action/showBook?doi=10.1002%2F9781119792611</a> |
| Host name |
Wiley Online Library |
|
|---|
| Materials specified |
Cover Image |
| Uniform Resource Identifier |
<a href="https://onlinelibrary.wiley.com/cms/asset/5a85a169-02d4-4ae3-a606-ac9d56d7c734/9781119792611.cover.gif">https://onlinelibrary.wiley.com/cms/asset/5a85a169-02d4-4ae3-a606-ac9d56d7c734/9781119792611.cover.gif</a> |
| Host name |
Wiley Online Library |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
National Library of Medicine |
| Koha item type |
E-Book |
