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Big data analytics and machine intelligence in biomedical and health informatics concepts, methodologies, tools and applications

Provides coverage of developments and state-of-the-art methods in the broad and diversified data analytics field and applicable areas such as big data analytics, data mining, and machine intelligence in biomedical and health informatics. The novel applications of Big Data Analytics and machine intel...

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Bibliographic Details
Other Authors: Dhal, Sunil Kumar (Editor)
Format: eBook
Language:English
Published: Beverly, MA Scrivener Publishing 2022
Subjects:
Big Data / Fast
Medical Informatics / Fast
Big Data / Http://id.loc.gov/authorities/subjects/sh2012003227
Artificial Intelligence / Fast
Artificial Intelligence / Http://id.loc.gov/authorities/subjects/sh85008180
Artificial Intelligence
Données Volumineuses
Intelligence Artificielle
Medical Informatics / Http://id.loc.gov/authorities/subjects/sh89005069
Médecine / Informatique
Artificial Intelligence / Aat
Online Access:
Collection: O'Reilly - Collection details see MPG.ReNa
Table of Contents:
  • Includes bibliographical references and index
  • Front Matter
  • An Introduction to Big Data Analytics Techniques in Healthcare / Anil Audumbar Pise
  • Identify Determinants of Infant and Child Mortality Based Using Machine Learning: Case Study on Ethiopia / Sudhir Kumar Mohapatra, Srinivas Prasad, Getachew Mekuria Habtemariam, Mohammed Siddique
  • Pre-Trained CNN Models in Early Alzheimer's Prediction Using Post-Processed MRI / Kalyani Gunda, Pradeepini Gera
  • Robust Segmentation Algorithms for Retinal Blood Vessels, Optic Disc, and Optic Cup of Retinal Images in Medical Imaging / Birendra Biswal, T Raveendra, Dwiti Krishna Bebarta, P Geetha Pavani, PK Biswal
  • Analysis of Healthcare Systems Using Computational Approaches / Hemanta Kumar Bhuyan, Subhendu Kumar Pani
  • Expert Systems in Behavioral and Mental Healthcare: Applications of AI in Decision-Making and Consultancy / Shrikaant Kulkarni
  • A Mathematical-Based Epidemic Model to Prevent and Control Outbreak of Corona Virus 2019 (COVID-19) / Shanmuk Srinivas Amiripalli, Vishnu Vardhan Reddy Kollu, Ritika Prasad, Mukkamala SNV Jitendra
  • An Access Authorization Mechanism for Electronic Health Records of Blockchain to Sheathe Fragile Information / K Sowjanya Naidu, Srinivasa L Chakravarthy
  • An Epidemic Graph's Modeling Application to the COVID-19 Outbreak / Hemanta Kumar Bhuyan, Subhendu Kumar Pani
  • Big Data and Data Mining in e-Health: Legal Issues and Challenges / Amita Verma, Arpit Bansal
  • Basic Scientific and Clinical Applications / Manna Sheela Rani Chetty, C V Kiran Babu
  • Healthcare Branding Through Service Quality / Saraju Prasad, Sunil Dhal
  • Index

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