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Artificial Intelligence in Medicine : 15th Conference on Artificial Intelligence in Medicine, AIME 2015, Pavia, Italy, June 17-20, 2015. Proceedings / edited by John H. Holmes, Riccardo Bellazzi, Lucia Sacchi, Niels Peek.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- Lecture notes in computer science. Lecture notes in artificial intelligence 2945-9141 ; 9105
- Lecture Notes in Artificial Intelligence, 2945-9141 ; 9105
- Language:
- English
- Subjects (All):
- Artificial intelligence.
- Medical informatics.
- Data mining.
- Pattern recognition systems.
- Application software.
- Artificial Intelligence.
- Health Informatics.
- Data Mining and Knowledge Discovery.
- Automated Pattern Recognition.
- Computer and Information Systems Applications.
- Local Subjects:
- Artificial Intelligence.
- Health Informatics.
- Data Mining and Knowledge Discovery.
- Automated Pattern Recognition.
- Computer and Information Systems Applications.
- Physical Description:
- 1 online resource (XVI, 345 pages) : 76 illustrations
- Edition:
- 1st ed. 2015.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2015.
- System Details:
- text file PDF
- Summary:
- 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.
- Contents:
- Process mining and phenotyping
- Data mining and machine learning
- Temporal data mining
- Uncertainty and Bayesian networks
- Text mining
- Prediction in clinical practice.- Knowledge representation and guidelines.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-319-19551-3
- 9783319195513
- Access Restriction:
- Restricted for use by site license.
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