Artificial Intelligence in Medicine: Knowledge Representation and Transparent and Explainable Systems
AIME 2019 International Workshops, KR4HC/ProHealth and TEAAM, Poznan, Poland, June 26–29, 2019, Revised Selected Papers
Editors: Marcos, M., Juarez, J.M., Lenz, R., Nalepa, G.J., Nowaczyk, S., Peleg, M., Stefanowski, J., Stiglic, G. (Eds.)
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- About this book
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This book constitutes revised selected papers from the AIME 2019 workshops KR4HC/ProHealth 2019, the Workshop on Knowledge Representation for Health Care and Process-Oriented Information Systems in Health Care, and TEAAM 2019, the Workshop on Transparent, Explainable and Affective AI in Medical Systems.
The volume contains 5 full papers from KR4HC/ProHealth, which were selected out of 13 submissions. For TEAAM 8 papers out of 10 submissions were accepted for publication.
- Table of contents (13 chapters)
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A Practical Exercise on Re-engineering Clinical Guideline Models Using Different Representation Languages
Pages 3-16
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A Method for Goal-Oriented Guideline Modeling in PROforma and Its Preliminary Evaluation
Pages 17-28
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Differential Diagnosis of Bacterial and Viral Meningitis Using Dominance-Based Rough Set Approach
Pages 29-38
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Modelling ICU Patients to Improve Care Requirements and Outcome Prediction of Acute Respiratory Distress Syndrome: A Supervised Learning Approach
Pages 39-49
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Deep Learning for Haemodialysis Time Series Classification
Pages 50-64
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Table of contents (13 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Artificial Intelligence in Medicine: Knowledge Representation and Transparent and Explainable Systems
- Book Subtitle
- AIME 2019 International Workshops, KR4HC/ProHealth and TEAAM, Poznan, Poland, June 26–29, 2019, Revised Selected Papers
- Editors
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- Mar Marcos
- Jose M. Juarez
- Richard Lenz
- Grzegorz J. Nalepa
- Slawomir Nowaczyk
- Mor Peleg
- Jerzy Stefanowski
- Gregor Stiglic
- Series Title
- Lecture Notes in Artificial Intelligence
- Series Volume
- 11979
- Copyright
- 2019
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer Nature Switzerland AG
- eBook ISBN
- 978-3-030-37446-4
- DOI
- 10.1007/978-3-030-37446-4
- Softcover ISBN
- 978-3-030-37445-7
- Edition Number
- 1
- Number of Pages
- XII, 175
- Number of Illustrations
- 14 b/w illustrations, 42 illustrations in colour
- Topics
