Artificial Intelligence in Medicine

15th Conference on Artificial Intelligence in Medicine, AIME 2015, Pavia, Italy, June 17-20, 2015. Proceedings
2015
ISBN: 978-3-319-19550-6
Verlag: Springer International Publishing

Buch, Englisch, 345 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 5504 g

Reihe: Lecture Notes in Artificial Intelligence

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.

Zielgruppe

Research

Autoren/Hrsg.

Holmes, John H.

Peek, Niels

Bellazzi, Riccardo

Sacchi, Lucia

Fachgebiete

• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizin, Gesundheitswesen Medizinische Mathematik & Informatik
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz

Inhaltsverzeichnis

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.