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Artificial intelligence in medicine[electronic resource] :15th Conference on Artificial Intelligence in Medicine, AIME 2015, Pavia, Italy, June 17-20, 2015 : proceedings /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
杜威分類號:	610.28563
書名/作者:	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 ... [et al.].
其他題名:	AIME 2015
其他作者:	Holmes, John H.
團體作者:	Clark Conference
出版者:	Cham : : Springer International Publishing :, 2015.
面頁冊數:	xvi, 345 p. : : ill., digital ;; 24 cm.
Contained By:	Springer eBooks
標題:	Artificial intelligence - Congresses. - Medical applications
標題:	Medical informatics
標題:	Computer Science.
標題:	Artificial Intelligence (incl. Robotics)
標題:	Health Informatics.
標題:	Data Mining and Knowledge Discovery.
標題:	Pattern Recognition.
標題:	Information Systems Applications (incl. Internet)
ISBN:	9783319195513 (electronic bk.)
ISBN:	9783319195506 (paper)
內容註:	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.
摘要、提要註:	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.
電子資源:	http://dx.doi.org/10.1007/978-3-319-19551-3

Artificial intelligence in medicine[electronic resource] :15th Conference on Artificial Intelligence in Medicine, AIME 2015, Pavia, Italy, June 17-20, 2015 : proceedings /
Artificial intelligence in medicine15th Conference on Artificial Intelligence in Medicine, AIME 2015, Pavia, Italy, June 17-20, 2015 : proceedings /[electronic resource] :AIME 2015edited by John H. Holmes ... [et al.]. - Cham :Springer International Publishing :2015. - xvi, 345 p. :ill., digital ;24 cm. - Lecture notes in computer science,91050302-9743 ;. - Lecture notes in computer science ;7103..

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.

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.

ISBN: 9783319195513 (electronic bk.)

Standard No.: 10.1007/978-3-319-19551-3doiSubjects--Topical Terms:

490581
Artificial intelligence
--Medical applications--Congresses.

LC Class. No.: R859.7.A78

Dewey Class. No.: 610.28563

Artificial intelligence in medicine[electronic resource] :15th Conference on Artificial Intelligence in Medicine, AIME 2015, Pavia, Italy, June 17-20, 2015 : proceedings /
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