Lecture Notes in Artificial Intelligence

Artificial Intelligence in Medicine

15th Conference on Artificial Intelligence in Medicine, AIME 2015, Pavia, Italy, June 17-20, 2015. Proceedings

Editors: Holmes, J.H., Bellazzi, R., Sacchi, L., Peek, N. (Eds.)

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eBook $64.99
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  • ISBN 978-3-319-19551-3
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Softcover $84.00
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About this book

This book constitutes the refereed proceedings of the 15th Conference on Artificial Intelligence in Medicine, AIME 2015, held in Pavia, Italy, in June 2015. The 19 revised full and 24 short papers presented were carefully reviewed and selected from 99 submissions. The papers are organized in the following topical sections: process mining and phenotyping; data mining and machine learning; temporal data mining; uncertainty and Bayesian networks; text mining; prediction in clinical practice; and knowledge representation and guidelines.

Table of contents (43 chapters)

  • Physics of the Medical Record: Handling Time in Health Record Studies

    Hripcsak, George

    Pages 3-6

  • Contextualisation of Biomedical Knowledge Through Large-Scale Processing of Literature, Clinical Narratives and Social Media

    Nenadic, Goran

    Pages 7-9

  • An Active Learning Framework for Efficient Condition Severity Classification

    Nissim, Nir (et al.)

    Pages 13-24

  • Predictive Monitoring of Local Anomalies in Clinical Treatment Processes

    Huang, Zhengxing (et al.)

    Pages 25-34

  • Mining Surgery Phase-Related Sequential Rules from Vertebroplasty Simulations Traces

    Toussaint, Ben-Manson (et al.)

    Pages 35-46

Buy this book

eBook $64.99
price for USA (gross)
  • ISBN 978-3-319-19551-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $84.00
price for USA
  • ISBN 978-3-319-19550-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Artificial Intelligence in Medicine
Book Subtitle
15th Conference on Artificial Intelligence in Medicine, AIME 2015, Pavia, Italy, June 17-20, 2015. Proceedings
Editors
  • John H. Holmes
  • Riccardo Bellazzi
  • Lucia Sacchi
  • Niels Peek
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
9105
Copyright
2015
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-19551-3
DOI
10.1007/978-3-319-19551-3
Softcover ISBN
978-3-319-19550-6
Edition Number
1
Number of Pages
XVI, 345
Number of Illustrations and Tables
76 b/w illustrations
Topics