Big data analytics and intelligence : a perspective for health care /

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.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Tanwar, Poonam (Editor ), Jain, Vishal, 1983- (Editor ), Liu, Chuan-Ming (Editor ), Goyal, Vishal (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Bingley, U.K. : Emerald Publishing Limited, 2020.
Edición:First edition.
Temas:
Big data.
Medical statistics.
Données volumineuses.
Data capture & analysis.
Technology & Engineering > General.
Big data
Medical statistics
Acceso en línea:Texto completo
Texto completo
Tabla de Contenidos:
  • 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.

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