Lecture Notes in Artificial Intelligence

Artificial Intelligence in Medicine

18th International Conference on Artificial Intelligence in Medicine, AIME 2020, Minneapolis, MN, USA, August 25–28, 2020, Proceedings

Editors: Michalowski, Martin, Moskovitch, Robert (Eds.)

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  • ISBN 978-3-030-59137-3
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About this book

The LNAI 12299 constitutes the papers of the 18th International Conference on Artificial Intelligence in Medicine, AIME 2020, which will be held online in August 2020.

 

The 42 full papers presented together with 1short papers in this volume were carefully reviewed and selected from a total of 103 submissions.

 

The AIME 2020 goals were to present and consolidate the international state of the art of AI in biomedical research from the perspectives of theory, methodology, systems, and applications.

Table of contents (43 chapters)

Table of contents (43 chapters)
  • All-Cause Mortality Prediction in T2D Patients

    Pages 3-13

    Novitski, Pavel (et al.)

  • Heterogeneous Graph Embeddings of Electronic Health Records Improve Critical Care Disease Predictions

    Pages 14-25

    Wanyan, Tingyi (et al.)

  • Controlling Level of Unconsciousness by Titrating Propofol with Deep Reinforcement Learning

    Pages 26-36

    Schamberg, Gabriel (et al.)

  • SMOOTH-GAN: Towards Sharp and Smooth Synthetic EHR Data Generation

    Pages 37-48

    Rashidian, Sina (et al.)

  • A Multi-task LSTM Framework for Improved Early Sepsis Prediction

    Pages 49-58

    Tsiligkaridis, Theodoros (et al.)

Buy this book

eBook $69.99
price for USA in USD
  • ISBN 978-3-030-59137-3
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase Institutional customers should get in touch with their account manager
Softcover $89.99
price for USA in USD
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Bibliographic Information

Bibliographic Information
Book Title
Artificial Intelligence in Medicine
Book Subtitle
18th International Conference on Artificial Intelligence in Medicine, AIME 2020, Minneapolis, MN, USA, August 25–28, 2020, Proceedings
Editors
  • Martin Michalowski
  • Robert Moskovitch
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
12299
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-59137-3
DOI
10.1007/978-3-030-59137-3
Softcover ISBN
978-3-030-59136-6
Edition Number
1
Number of Pages
XIX, 499
Number of Illustrations
62 b/w illustrations, 105 illustrations in colour
Topics