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Big data analytics and intelligence [electronic resource] : a perspective for health care / edited by Poonam Tanwar (Manav Rachna International Institute of Research & Studies, India), Vishal Jain (Bharati Vidyapeeth's Institute of Computer Applications and Management, India), Chuan-Ming Liu (National Taipei University of Technology (NTUT), Taiwan), Vishal Goyal (Punjabi University, India).

Published
Bingley, U.K. : Emerald Publishing Limited, 2020.
Physical Description
xviii, 289 pages : illustrations ; 24 cm
Additional Creators
Tanwar, Poonam, Jain, Vishal, 1983-, Liu, Chuan-Ming, and Goyal, Vishal
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Contents
Chapter 1: Big Data Analytics in Healthcare / K. Kalaiselvi and A. Thirumurthi Raja -- Chapter 2: Big Data Analytics in Health Sector: Need, Opportunities, Challenges and Future Prospects / Anam and Prof. M. Israrul Haque -- Chapter 3: Use of Classification Algorithms in Healthcare / Hera Khan, Ayush Srivastav and Amit Kumar Mishra -- Chapter 4: Big Data Analytics in Excelling Health Care: Achievement and Challenges in India / Arindam Chakrabarty and Uday Sankar Das -- Chapter 5: Predictive Big Data Analytics in Healthcare / Shivinder Nijjer, Kumar Saurabh and Sahil Raj -- Chapter 6: Smart Nursery with Health Monitoring System through Integration of IoT and Machine Learning; Rashbir Singh, Prateek Singh and Latika Kharb -- Chapter 7: Computer-aided big healthcare data (BHD) analytics / Tawseef Ayoub Shaikh and Rashid Ali -- Chapter 8: Intrusion Detection and Security System / Prerna Sharma and Deepali Kamthania -- Chapter 9: Decision making with BI in Healthcare domain / Bhawna Suri, Shweta Taneja and Hemanpreet Singh Kalsi -- Chapter 10: Assistance for Facial Palsy using Quantitative Technology / Gulpreet Kaur Chadha, Seema Rawat and Praveen Kumar -- Chapter 11: Constructive Effect of Ranking Optimal Features using Random Forest, Support Vector Machine and Naïve Bayes for Breast Cancer Diagnosis / B.G. Deepa and S. Senthil -- Chapter 12: Intelligent Establishment of Correlation of TTH and Diabetes Mellitus on Subject's Physical Characteristics: MMBD and ML Perspective in Healthcare / Parul Singhal and Rohit Rastogi -- Chapter 13: A Machine Learning Approach Toward Meal Classification and Assessing Nutrients Value Based on Weather Conditions / Madhulika Bhatia, Shubham Sharma, Madhurima Hooda and Narayan C. Debnath -- Chapter 14: Telehealth: Former, Today and Later / Madhulika Bhatia, Shubham Chaudhary, Madhurima Hooda and Bhuvanesh Unhelkar -- Chapter 15: Predictive Modelling in Health Care Data Analytics: A Sustainable Supervised Learning Technique / Suryakanthi Tangirala.
Subject(s)
Genre(s)
ISBN
9781839091001 (Print)
1839091002 (Print)
9781839090998 (Online)
9781839091018 (Epub)
Bibliography Note
Includes bibliographical references and index.
View MARC record | catkey: 36199910