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Big Data Analytics and Intelligence: A Perspective for Health Care [Kõva köide]

Edited by (National Taipei University of Technology (NTUT), Taiwan), Edited by (Bharati Vidyapeeths Institute of Computer Applications and Management, India), Edited by (Punjabi University, India), Edited by (Manav Rachna International Institute of Research & Studies, India)
  • Formaat: Hardback, 312 pages, kõrgus x laius x paksus: 229x152x20 mm, kaal: 557 g
  • Ilmumisaeg: 30-Sep-2020
  • Kirjastus: Emerald Publishing Limited
  • ISBN-10: 1839091002
  • ISBN-13: 9781839091001
  • Formaat: Hardback, 312 pages, kõrgus x laius x paksus: 229x152x20 mm, kaal: 557 g
  • Ilmumisaeg: 30-Sep-2020
  • Kirjastus: Emerald Publishing Limited
  • ISBN-10: 1839091002
  • ISBN-13: 9781839091001
Big data is a field of research that is growing rapidly, and as the Covid-19 crisis has shown, health care is an area that could benefit greatly from its increased use and application. Big data, as derived partly from the internet of things and analysed according to specific algorithms, has a large and beneficial role to play in preventative medicine, in monitoring the health of specific groups, and in improving diagnostics.

Big Data Analytics and Intelligence: A Perspective for Health Care focuses on various areas of health care, ranging from nutrition to cancer, and providing diverse perspectives on all of them. This book explores the entire life-cycle of big data, from information retrieval to analysis, and it shows how big datas applications can enhance, streamline and improve services for patients and health-care professionals. Each chapter focuses on a specific area of health care and how big data is applicable to it, with background and current examples provided.
About the Editors vii
About the Authors ix
Preface xvii
Chapter 1 Big Data Analytics and Intelligence: A Perspective for Health Care
1(16)
K. Kalaiselvi
A. Thirumurthi Raja
Chapter 2 Big Data Analytics in Health Sector: Need, Opportunities, Challenges, and Future Prospects
17(14)
Anam
Prof. M. Israrul Haque
Chapter 3 Use of Classification Algorithms in Health Care
31(24)
Hera Khan
Ayush Srivastav
Amit Kumar Mishra
Chapter 4 Big Data Analytics in Excelling Health Care: Achievement and Challenges in India
55(20)
Arindam Chakrabarty
Uday Sankar Das
Chapter 5 Predictive Big Data Analytics in Healthcare
75(18)
Shivinder Nijjer
Kumar Saurabh
Sahil Raj
Chapter 6 Smart Nursery with Health Monitoring System Through Integration of IoT and Machine Learning
93(22)
Rashbir Singh
Prateek Singh
Latika Kharb
Chapter 7 Computer-aided Big Healthcare Data (BHD) Analytics
115(24)
Tawseef Ayoub Shaikh
Rashid Ah
Chapter 8 Intrusion Detection and Security System
139(14)
Prerna Sharma
Deepali Kamthania
Chapter 9 Decision Making with BI in Healthcare Domain
153(20)
Bhawna Suri
Shweta Taneja
Hemanpreet Singh Kalsi
Chapter 10 Assistance for Facial Palsy Using Quantitative Technology
173(16)
Gulpreet Kaur Chadha
Seema Rawat
Praveen Kumar
Chapter 11 Constructive Effect of Ranking Optimal Features Using Random Forest, Support Vector Machine and Naive Bayes for Breast Cancer Diagnosis
189(14)
B. G. Deepa
S. Senthil
Chapter 12 Intelligent Establishment of Correlation of TTH and Diabetes Mellitus on Subject's Physical Characteristics: MMBD and ML Perspective in Healthcare
203(20)
Parul Singhal
Rohit Rastogi
Chapter 13 A Machine Learning Approach Toward Meal Classification and Assessing Nutrients Value Based on Weather Conditions
223(20)
Madhulika Bhatia
Shubham Sharma
Madhurima Hooda
Narayan C. Debnath
Chapter 14 Telehealth: Former, Today, and Later
243(20)
Madhulika Bhatia
Shubham Chaudhary
Madhurima Hooda
Bhuvanesh Unhelkar
Chapter 15 Predictive Modeling in Healthcare Data Analytics: A Sustainable Supervised Learning Technique
263(18)
Suryakanthi Tangirala
Index 281
Poonam Tanwar is Associate Professor at the Manav Rachna International Institute of Research & Studies, India.



Vishal Jain is Associate Professor at Bharati Vidyapeeths Institute of Computer Applications and Management, India.





Chuan-Ming Liu is Professor in the Department of Computer Science and Information Engineering (CSIE) at the National Taipei University of Technology, Taiwan.





Vishal Goyal is Professor in the Department of Computer Science at Punjabi University Patiala, India.