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Machine Learning with Health Care Perspective

Machine Learning and Healthcare

  • Vishal Jain
  • Jyotir Moy Chatterjee
Book
  • 258 Downloads

Part of the Learning and Analytics in Intelligent Systems book series (LAIS, volume 13)

Table of contents

  1. Front Matter
    Pages i-x
  2. Shiwani Gupta, R. R. Sedamkar
    Pages 1-25
  3. J. H. Kamdar, J. Jeba Praba, John J. Georrge
    Pages 27-37
  4. K. Kalaiselvi, M. Deepika
    Pages 91-105
  5. Sumana De, Baisakhi Chakraborty
    Pages 107-132
  6. Hardik Nahata, Satya P. Singh
    Pages 159-182
  7. Shweta Agrawal, Sanjiv Kumar Jain
    Pages 237-262
  8. Kunjan Vyas, Shubhendu Vyas, Nikunj Rajyaguru
    Pages 263-294
  9. Ravi Lourdusamy, Xavierlal J. Mattam
    Pages 317-355
  10. Rohit Rastogi, Mamta Saxena, Muskan Maheshwari, Priyanshi Garg, Muskan Gupta, Rajat Shrivastava et al.
    Pages 357-390
  11. K. Kalaiselvi, D. Karthika
    Pages 391-415

About this book

Introduction

This unique book introduces a variety of techniques designed to represent, enhance and empower multi-disciplinary and multi-institutional machine learning research in healthcare informatics. Providing a unique compendium of current and emerging machine learning paradigms for healthcare informatics, it reflects the diversity, complexity, and the depth and breadth of this multi-disciplinary area. Further, it describes techniques for applying machine learning within organizations and explains how to evaluate the efficacy, suitability, and efficiency of such applications. Featuring illustrative case studies, including how chronic disease is being redefined through patient-led data learning, the book offers a guided tour of machine learning algorithms, architecture design, and applications of learning in healthcare challenges.


Keywords

Healthcare Learning Healthcare Machine Learning Deep Learning in Healthcare Natural Language Processing in Healthcare Artificial Intelligence in Healthcare

Editors and affiliations

  1. 1.Bharati Vidyapeeth's Institute of Computer Applications and ManagementNew DelhiIndia
  2. 2.Lord Buddha Education FoundationKathmanduNepal

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