Artificial intelligence in medicine: 10th Conference on by Silvia Miksch, Jim Hunter, Elpida Keravnou PDF

By Silvia Miksch, Jim Hunter, Elpida Keravnou

ISBN-10: 3540278311

ISBN-13: 9783540278313

This booklet constitutes the refereed court cases of the tenth convention on synthetic Intelligence in drugs in Europe, AIME 2005, held in Aberdeen, united kingdom in July 2005.

The 35 revised complete papers and 34 revised brief papers provided including 2 invited contributions have been conscientiously reviewed and chosen from 148 submissions. The papers are prepared in topical sections on temporal illustration and reasoning, determination help platforms, medical guidance and protocols, ontology and terminology, case-based reasoning, sign interpretation, visible mining, machine imaginative and prescient and imaging, wisdom administration, computing device studying, wisdom discovery, and knowledge mining.

Show description

Read or Download Artificial intelligence in medicine: 10th Conference on Artificial Intelligence in Medicine, AIME 2005, Aberdeen, UK, July 23-27, 2005; proceedings PDF

Best storage & retrieval books

B.M.Harwani's Core Data iOS Essentials PDF

Figuring out middle facts promises the choice of constructing data-driven iOS apps, and this publication is the best technique to research because it takes you thru the method of constructing an exact app with hands-on directions. evaluate Covers the basic talents you would like for operating with middle information on your purposes. quite inquisitive about constructing speedy, gentle weight data-driven iOS functions.

Chris Mattmann's Tika in action PDF

Precis Tika in motion is a hands-on consultant to content material mining with Apache Tika. The book's many examples and case reports provide real-world adventure from domain names starting from se's to electronic asset administration and clinical information processing. concerning the expertise Tika is an Apache toolkit that has outfitted into it every little thing you and your app want to know approximately dossier codecs.

Read e-book online Data Virtualization for Business Intelligence Systems: PDF

Facts virtualization should help accomplish your ambitions with extra flexibility and agility. study what it truly is and the way and why it's going to be used with facts Virtualization for enterprise Intelligence structures. during this booklet, specialist writer Rick van der Lans explains how facts virtualization servers paintings, what recommendations to take advantage of to optimize entry to varied information resources and the way those items may be utilized in numerous initiatives.

Download e-book for iPad: The Semantic Web – ISWC 2014: 13th International Semantic by Peter Mika, Tania Tudorache, Abraham Bernstein, Chris Welty,

The two-volume set LNCS 8796 and 8797 constitutes the refereed complaints of the thirteenth foreign Semantic internet convention, ISWC 2014, held in Riva del Garda, in October 2014. The overseas Semantic net convention is the best discussion board for Semantic internet study, the place innovative clinical effects and technological suggestions are awarded, the place difficulties and ideas are mentioned, and the place the way forward for this imaginative and prescient is being constructed.

Extra resources for Artificial intelligence in medicine: 10th Conference on Artificial Intelligence in Medicine, AIME 2005, Aberdeen, UK, July 23-27, 2005; proceedings

Example text

G. ) thus making possible to find matches with data coming from the patient disease. 1 Introduction The necessity for the recruitment of symbolic approach to solve medical problems arises from the understanding that medical problems are often too complex to be modeled analytically [21]. An important contribution to symbolic approach is given by fuzzy methodologies that can be regarded as a formalism particularly suitable to deal with the imprecision intrinsic to many medical problems and useful to build models for biological systems when a precise model doesn’t exist or it is difficult to realize [16].

Temporal reasoning for decision support in medicine. Artif Intell Med. 33 (2005) 1-24 4. : A survey of temporal knowledge discovery paradigms and methods. IEEE Transactions on Knowledge and Data Engineering 14 (2002) 750-767 5. : An overview of temporal data mining. , Hegland, M. ): Proceedings of the 1st Australian Data Mining Workshop (ADM02), (2002) 83-90 6. : Cluster analysis and display of genome-wide expression patterns. Proc Natl Acad Sci 95 (1998)14863-14868 32 L. Sacchi et al. 7. : Bayesian clustering by dynamics.

The resulting representation is a label made up of simple qualitative elements of the kind [Increasing], [Decreasing], [Steady] (Figure 1 a) and b) ). 2. The Basic TA description represents the basis for the creation of the final complex TA representation, that will be then used in the rule extraction algorithm. This representation is based on the definition of complex temporal events, that are complex abstractions defined as the time intervals in which specific interesting 26 L. Sacchi et al. a) INPUT: raw data (biomedical time series) TA mechanism b) Time series represented through a set of basic trend TAs I = [Increasing] D = [Decreasing] S = [Steady] Definition of a set of significant patterns P = {p1, … , pN} c) Time series represented through complex TAs P1= [Increasing Decreasing] P2 =[Decreasing Increasing] APRIORI-like rule extraction algorithm OUTPUT: set of temporal rules Fig.

Download PDF sample

Artificial intelligence in medicine: 10th Conference on Artificial Intelligence in Medicine, AIME 2005, Aberdeen, UK, July 23-27, 2005; proceedings by Silvia Miksch, Jim Hunter, Elpida Keravnou

by William

Rated 4.68 of 5 – based on 49 votes