Machine learning and AI for healthcare : (Record no. 79919)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 02377nam a22002537a 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220816b2021 |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781484277287 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 610.2856 PAN-A |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Panesar, Arjun |
| 245 ## - TITLE STATEMENT | |
| Title | Machine learning and AI for healthcare : |
| Remainder of title | big data for improved health outcomes / |
| Statement of responsibility, etc. | Arjun Panesar |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2nd ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | India |
| Name of publisher, distributor, etc. | Apress |
| Date of publication, distribution, etc. | 2021 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 407 p. |
| 365 ## - TRADE PRICE | |
| Price type code | INR |
| Price amount | 1699.00. |
| 500 ## - GENERAL NOTE | |
| General note | Explore the theory and practical applications of artificial intelligence (AI) and machine learning in healthcare. This book offers a guided tour of machine learning algorithms, architecture design, and applications of learning in healthcare and big data challenges.<br/><br/><br/><br/>You’ll discover the ethical implications of healthcare data analytics and the future of AI in population and patient health optimization. You’ll also create a machine learning model, evaluate performance and operationalize its outcomes within your organization. <br/><br/><br/><br/>Machine Learning and AI for Healthcare provides techniques on how to apply machine learning within your organization and evaluate the efficacy, suitability, and efficiency of AI applications. These are illustrated through leading case studies, including how chronic disease is being redefined through patient-led data learning and the Internet of Things.<br/><br/><br/>What You'll Learn<br/>Gain a deeper understanding of key machine learning algorithms and their use and implementation within wider healthcare <br/>Implement machine learning systems, such as speech recognition and enhanced deep learning/AI<br/>Select learning methods/algorithms and tuning for use in healthcare<br/>Recognize and prepare for the future of artificial intelligence in healthcare through best practices, feedback loops and intelligent agents<br/>Who This Book Is For<br/>Health care professionals interested in how machine learning can be used to develop health intelligence – with the aim of improving patient health, population health and facilitating significant care-payer cost savings. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Machine learning |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Computer software |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Artificial intelligence--Medical applications |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Artificial intelligence |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Medical care--Data processing |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Medical care--Technological innovations |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Open source software |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Big data |
| 952 ## - LOCATION AND ITEM INFORMATION (KOHA) | |
| Withdrawn status | |
| Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Total Checkouts | Full call number | Barcode | Date last seen | Date last checked out | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | 610 | BITS Pilani Hyderabad | BITS Pilani Hyderabad | General Stack (For lending) | 16/08/2022 | 2 | 610.2856 PAN-A | 45863 | 02/04/2024 | 27/02/2024 | 16/08/2022 | Books |
