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

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.

Sommario

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.

Riassunto

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.

Dettagli sul prodotto

• Con la collaborazione di: Riccard Bellazzi (Editore), Riccardo Bellazzi (Editore), John H. Holmes (Editore), Niels Peek (Editore), Lucia Sacchi (Editore), Lucia Sacchi et al (Editore)
• Editore: Springer, Berlin
• Lingue: Inglese
• Formato: Tascabile
• Pubblicazione: 01.01.2015
• EAN: 9783319195506
• ISBN: 978-3-31-919550-6
• Pagine: 345
• Dimensioni: 158 mm x 20 mm x 235 mm
• Peso: 552 g
• Illustrazioni: XVI, 345 p. 76 illus.
• Serie: Lecture Notes in Computer Science; Lecture Notes in Artificial Intelligence; Lecture Notes in Computer Science; Lecture Notes in Artificial Intelligence
• Categoria: Scienze naturali, medicina, informatica, tecnica > Informatica, EDP > Informatica