000 | 04323nam a22006255i 4500 | ||
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001 | 978-981-99-3157-6 | ||
003 | DE-He213 | ||
005 | 20240423125527.0 | ||
007 | cr nn 008mamaa | ||
008 | 230701s2023 si | s |||| 0|eng d | ||
020 |
_a9789819931576 _9978-981-99-3157-6 |
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024 | 7 |
_a10.1007/978-981-99-3157-6 _2doi |
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050 | 4 | _aQ334-342 | |
050 | 4 | _aTA347.A78 | |
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_a006.3 _223 |
100 | 1 |
_aTalukdar, Jyotismita. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
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245 | 1 | 0 |
_aArtificial Intelligence in Healthcare Industry _h[electronic resource] / _cby Jyotismita Talukdar, Thipendra P. Singh, Basanta Barman. |
250 | _a1st ed. 2023. | ||
264 | 1 |
_aSingapore : _bSpringer Nature Singapore : _bImprint: Springer, _c2023. |
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300 |
_aIX, 202 p. 100 illus., 76 illus. in color. _bonline resource. |
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336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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347 |
_atext file _bPDF _2rda |
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490 | 1 |
_aAdvanced Technologies and Societal Change, _x2191-6861 |
|
505 | 0 | _aIntroduction to Human and Artificial Intelligence -- Knowledge Representation and Reasoning -- Methods of Machine Learning -- Supervised learning -- Unsupervised Learning -- Time-series analysis -- Artificial Intelligence in Healthcare -- Rule based expert systems -- Robotic Process Automation: A path to Intelligent Healthcare -- Tools and Technologies for implementing AI approaches in healthcare -- Learning Evaluation for Intelligence -- Ethics of Intelligence. | |
520 | _aThis book presents a systematic evolution of artificial intelligence (AI), its applications, challenges and solutions in the field of healthcare. The book mainly covers the foundations and various methods of learning in artificial intelligence with its application in healthcare industry. This book provides a comprehensive introduction to data analysis using AI as a tool in the generation, normalization and analysis of healthcare data in association with several evaluation techniques and accuracy measurements. The book is divided into three major sections describing the basic foundations of AI and its associated algorithms, history of artificial intelligence in healthcare, recent developments and several modeling techniques for the same. The last section of the book provides insights into several implementations and methods of evaluation and accuracy prediction for healthcare analysis in AI. Extensive use of data for analysis and prediction using several technologies has transformed thelives of normal people indirectly effecting our process to communicate, learn, work and socialize within the society. Thus, the book also provides an insight into the ethics of AI that is very vital in the process of implementation and evaluation of healthcare data. The book provides an organized analysis to a considerable part of data in a digitized society. In view of this, it covers the theory, methodology, perfection and verification of empirical work for health-related data processing. Particular attention is devoted to in-depth experiments and applications. | ||
650 | 0 | _aArtificial intelligence. | |
650 | 0 | _aMedical care. | |
650 | 0 | _aComputational intelligence. | |
650 | 0 | _aInternet of things. | |
650 | 0 | _aDatabase management. | |
650 | 1 | 4 | _aArtificial Intelligence. |
650 | 2 | 4 | _aHealth Care. |
650 | 2 | 4 | _aComputational Intelligence. |
650 | 2 | 4 | _aInternet of Things. |
650 | 2 | 4 | _aDatabase Management. |
700 | 1 |
_aSingh, Thipendra P. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
700 | 1 |
_aBarman, Basanta. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9789819931569 |
776 | 0 | 8 |
_iPrinted edition: _z9789819931583 |
776 | 0 | 8 |
_iPrinted edition: _z9789819931590 |
830 | 0 |
_aAdvanced Technologies and Societal Change, _x2191-6861 |
|
856 | 4 | 0 | _uhttps://doi.org/10.1007/978-981-99-3157-6 |
912 | _aZDB-2-SCS | ||
912 | _aZDB-2-SXCS | ||
942 | _cSPRINGER | ||
999 |
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