Machine learning and analytics in healthcare systems : (Record no. 44847)

MARC details
000 -LEADER
fixed length control field 02885nam a22002657a 4500
003 - CONTROL NUMBER IDENTIFIER
control field CUTN
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20250708115215.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 250708b |||||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780367487935
041 ## - LANGUAGE CODE
Language English
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Edition number 23
Classification number 006.31
Item number BAN
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Bansal, Himani
245 ## - TITLE STATEMENT
Title Machine learning and analytics in healthcare systems :
Remainder of title Principles and applications /
Statement of responsibility, etc Edited by Himani Bansal1 et. al.
250 ## - EDITION STATEMENT
Edition statement 1st ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Boca Raton :
Name of publisher, distributor, etc CRC Press,
Date of publication, distribution, etc 2021.
300 ## - PHYSICAL DESCRIPTION
Extent xii, 261 p.:
Other physical details ill.; (chiefly color);
Dimensions 15.6 x 2.06 x 23.39 cm.
440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE
Title Green engineering and technology: concepts and applications
505 ## - FORMATTED CONTENTS NOTE
Contents Chapter 1 Data Analytics in Healthcare Systems<br/>Principles, Challenges, and Applications</P><B><P><br/>Chapter 2 </B>Systematic View and Impact of Machine Learning in Healthcare Systems</P><B><P><br/>Chapter 3 </B>Foundation of Machine Learning-Based Data Classification Techniques for Health Care</P><B><P><br/>Chapter 4 </B>Deep Learning for Computer-Aided Medical Diagnosis</P><B><P><br/>Chapter 5 </B>Machine Learning Classifiers in Health Care</P><B><P><br/>Chapter 6 </B>Machine Learning Approaches for Analysis in Healthcare Informatics</P><B><P><br/>Chapter 7 </B>Prediction of Epidemic Disease Outbreaks, Using Machine Learning</P><B><P><br/>Chapter 8 </B>Machine Learning-Based Case Studies for Healthcare Analytics: Electronic Health Records, Smart Health Monitoring, Disease Prediction, Precision Medicine, and Clinical Support Systems</P><B><P><br/>Chapter 9 </B>Applications of Computational Methods and Modeling in Drug Delivery</P><B><P><br/>Chapter 10 </B>Healthcare Data Analytics Using Business Intelligence Tool</P><B><P>Chapter 11 </B>Machine Learning-Based Data Classification Techniques in Healthcare Using Massive Online Analysis Framework</P><B><P>Chapter 12 </B>Prediction of Coronavirus (COVID-19) Disease Health Monitoring with Clinical Support System
520 ## - SUMMARY, ETC.
Summary, etc This book provides applications of machine learning in healthcare systems and seeks to close the gap between engineering and medicine. It will combine the design and problem-solving skills of engineering with health sciences, in order to advance healthcare treatment. The book will include areas such as diagnosis, monitoring, and therapy. The book will provide real-world case studies, gives a detailed exploration of applications in healthcare systems, offers multiple perspectives on a variety of disciplines, while also letting the reader know how to avoid some of the consequences of old methods with data sharing. The book can be used as a reference for practitioners, researchers and for students at basic and intermediary levels in Computer Science, Electronics and Communications
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Apprentissage automatique
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Medical informatics
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Balusamy, Balamurugan
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Poongodi T.
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type General Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Location Shelving location Date of Cataloging Total Checkouts Full call number Barcode Date last seen Price effective from Koha item type
    Dewey Decimal Classification     Non-fiction CUTN Central Library CUTN Central Library Philosophy & psychology 08/07/2025   006.31 BAN 51258 08/07/2025 08/07/2025 General Books