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Studies in Computational Intelligence

Precision Health and Medicine

A Digital Revolution in Healthcare

Editors: Shaban-Nejad, Arash, Michalowski, Martin (Eds.)

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  • Presents the latest research in the field of digital and precision medicine and health
  • Provides results on the theory, methods, and applications of data mining, machine learning, AI, and big data analytics
  • Includes the outcomes of the 2019 AAAI Workshop on Health Intelligence, held in Hawaii, USA on January 27–28, 2019
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eBook $89.00
price for USA in USD (gross)
  • ISBN 978-3-030-24409-5
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $169.99
price for USA in USD
  • ISBN 978-3-030-24408-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book highlights the latest advances in the application of artificial intelligence to healthcare and medicine. It gathers selected papers presented at the 2019 Health Intelligence workshop, which was jointly held with the Association for the Advancement of Artificial Intelligence (AAAI) annual conference, and presents an overview of the central issues, challenges, and potential opportunities in the field, along with new research results.

By addressing a wide range of practical applications, the book makes the emerging topics of digital health and precision medicine accessible to a broad readership. Further, it offers an essential source of information for scientists, researchers, students, industry professionals, national and international public health agencies, and NGOs interested in the theory and practice of digital and precision medicine and health, with an emphasis on risk factors in connection with disease prevention, diagnosis, and intervention.

Table of contents (20 chapters)

Table of contents (20 chapters)
  • From Precision Medicine to Precision Health: A Full Angle from Diagnosis to Treatment and Prevention

    Pages 1-7

    Shaban-Nejad, Arash (et al.)

  • Constructing Accurate Confidence Intervals When Aggregating Social Media Data for Public Health Monitoring

    Pages 9-17

    Daughton, Ashlynn R. (et al.)

  • MCA-Based Rule Mining Enables Interpretable Inference in Clinical Psychiatry

    Pages 19-31

    Gao, Qingzhu (et al.)

  • Automatic Exercise Recognition with Machine Learning

    Pages 33-44

    Mendiola, Victor (et al.)

  • Assessment of Word Embedding Techniques for Identification of Personal Experience Tweets Pertaining to Medication Uses

    Pages 45-55

    Jiang, Keyuan (et al.)

Buy this book

eBook $89.00
price for USA in USD (gross)
  • ISBN 978-3-030-24409-5
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $169.99
price for USA in USD
  • ISBN 978-3-030-24408-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Precision Health and Medicine
Book Subtitle
A Digital Revolution in Healthcare
Editors
  • Arash Shaban-Nejad
  • Martin Michalowski
Series Title
Studies in Computational Intelligence
Series Volume
843
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-24409-5
DOI
10.1007/978-3-030-24409-5
Hardcover ISBN
978-3-030-24408-8
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XIX, 197
Number of Illustrations
39 b/w illustrations, 45 illustrations in colour
Topics