TY - BOOK AU - Tanwar,Poonam AU - Jain,Vishal AU - Liu,Chuan-Ming AU - Goyal,Vishal TI - Big data analytics and intelligence: a perspective for health care SN - 9781839091018 AV - QA76.9.B45 B54 2020 U1 - 082 23 PY - 2020/// CY - Bingley, U.K. PB - Emerald Publishing Limited KW - Big data. KW - Medical statistics KW - Technology & Engineering KW - General KW - bisacsh KW - Data capture & analysis KW - bicssc N1 - Includes index; Includes bibliographical references; Chapter 1: Big Data Analytics in Healthcare; Kalaiselvi K and Thirumurthi Raja -- Chapter 2: A Big Data Analytics in Health Sector: Need, Opportunities, Challenges and Future Prospects; Anam and 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, Sahil Raj and Saurabh Kumar -- 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 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 and Seema Rawat -- Chapter 11: Constructive Effect of Ranking Optimal features using Random Forest for Breast Cancer Diagnosis using Support Vector Machine and Naïve Bayes Classifiers; Deepa G and Senthil S -- 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: Machine Learning Model for Meal Classification and Assessing Nutrients value according to Weather Conditions; Madhulika Bhatia, Shubham Sharma, Madhurima Hooda, Narayan C. Debnath Chapter 14: Telehealth: Former, Today and Later; Madhulika Bhatia, Shubham Chaudhary, Madhurima Hooda, Bhuvanesh Unhelkar -- Chapter 15: Predictive Modelling in Health Care Data Analytics - A Sustainable Supervised Learning Technique; Suryakanthi Tangirala N2 - Big Data Analytics and Intelligence is essential reading for researchers and experts working in the fields of health care, data science, analytics, the internet of things, and information retrieval UR - https://doi.org/10.1108/9781839090998 ER -