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Artificial intelligence in medicine : 14th Conference on Artificial Intelligence in Medicine, AIME 2013, Murcia, Spain, May 29-June 1, 2013 : proceedings

Author: Niels Peek; Roque Marín Morales; Mor Peleg
Publisher: Berlin ; New York : Springer, ©2013.
Series: Lecture notes in computer science, 7885.; Lecture notes in computer science., Lecture notes in artificial intelligence.; LNCS sublibrary., SL 7,, Artificial intelligence.
Edition/Format:   eBook : Document : Conference publication : EnglishView all editions and formats
Database:WorldCat
Summary:
This book constitutes the refereed proceedings of the 14th Conference on Artificial Intelligence in Medicine, AIME 2013, held in Murcia, Spain, in May/June 2013. The 43 revised full and short papers presented were carefully reviewed and selected from 82 submissions. The papers are organized in the following topical sections: decision support, guidelines and protocols; semantic technology; bioinformatics; machine  Read more...
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Genre/Form: Congresses
Electronic books
Conference papers and proceedings
Additional Physical Format: Print version:
Conference on Artificial Intelligence in Medicine (2005- ) (14th : 2013 : Murcia, Spain).
Artificial intelligence in medicine.
Berlin ; New York : Springer, ©2013 Conference on Artificial Intelligence in Medicine (14th : 2013 : Murcia, Spain).
(OCoLC)856339747
Material Type: Conference publication, Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Niels Peek; Roque Marín Morales; Mor Peleg
ISBN: 9783642383267 3642383262 3642383254 9783642383250
OCLC Number: 842133191
Description: 1 online resource (xix, 316 pages) : illustrations.
Contents: Decision Support, Guidelines and Protocols. From Decision to Shared-Decision: Introducing Patients' Preferences in Clinical Decision Analysis --
A Case Study in Thromboembolic Risk Prevention / Lucia Sacchi [and others] --
Model-Based Combination of Treatments for the Management of Chronic Comorbid Patients / David Riaño, Antoni Collado --
Using Constraint Logic Programming to Implement Iterative Actions and Numerical Measures during Mitigation of Concurrently Applied Clinical Practice Guidelines / Martin Michalowski [and others] --
A Multi-agent Planning Approach for the Generation of Personalized Treatment Plans of Comorbid Patients / Inmaculada Sánchez-Garzón [and others] --
Merging Disease-Specific Clinical Guidelines to Handle Comorbidities in a Clinical Decision Support Setting / Borna Jafarpour, Syed Sibte Raza Abidi --
Multiparty Argumentation Game for Consensual Expansion Applied to Evidence Based Medicine / Stefano Bromuri, Maxime Morge --
Semantic Technology I. Rule-Based Formalization of Eligibility Criteria for Clinical Trials / Zhisheng Huang, Annette ten Teije, Frank van Harmelen. Characterizing Health-Related Information Needs of Domain Experts / Eya Znaidi [and others] --
Comparison of Clustering Approaches through Their Application to Pharmacovigilance Terms / Marie Dupuch [and others] --
Trusting Intensive Care Unit (ICU) Medical Data: A Semantic Web Approach / Laura Moss [and others] --
Learning Formal Definitions for Snomed CT from Text / Yue Ma, Felix Distel --
Towards Automatic Patient Eligibility Assessment: From Free-Text Criteria to Queries / Krystyna Milian, Annette ten Teije --
Bioinformatics. Biomedical Knowledge Extraction Using Fuzzy Differential Profiles and Semantic Ranking / Sidahmed Benabderrahmane --
Knowledge-Based Identification of Multicomponent Therapies / Francesca Vitali [and others] --
Enhancing Random Forests Performance in Microarray Data Classification / Nicoletta Dessì, Gabriele Milia, Barbara Pes --
Copy-Number Alterations for Tumor Progression Inference / Claudia Cava [and others] --
Constraining Protein Docking with Coevolution Data for Medical Research / Ludwig Krippahl, Fábio Madeira, Pedro Barahona. Machine Learning. Single- and Multi-label Prediction of Burden on Families of Schizophrenia Patients / Pablo Bermejo [and others] --
Predicting Adverse Drug Events by Analyzing Electronic Patient Records / Isak Karlsson [and others] --
Top-Level MeSH Disease Terms Are Not Linearly Separable in Clinical Trial Abstracts / Joël Kuiper, Gert van Valkenhoef --
Probabilistic Modelling and Reasoning. Understanding the Co-occurrence of Diseases Using Structure Learning / Martijn Lappenschaar [and others] --
Online Diagnostic System Based on Bayesian Networks / Adam Zagorecki, Piotr Orzechowski, Katarzyna Hołownia --
A Probabilistic Graphical Model for Tuning Cochlear Implants / Iñigo Bermejo [and others] --
Image and Signal Processing. Semi-supervised Projected Clustering for Classifying GABAergic Interneurons / Luis Guerra [and others] --
Cascaded Rank-Based Classifiers for Detecting Clusters of Microcalcifications / Alessandro Bria [and others] --
Segmenting Neuroblastoma Tumor Images and Splitting Overlapping Cells Using Shortest Paths between Cell Contour Convex Regions / Siamak Tafavogh [and others]. Classification of Early-Mild Subjects with Parkinson's Disease by Using Sensor-Based Measures of Posture, Gait, and Transitions / Luca Palmerini [and others] --
False Positive Reduction in Detector Implantation / Noelia Vállez, Gloria Bueno, Oscar Déniz --
Semantic Technology II. Redundant Elements in SNOMED CT Concept Definitions / Kathrin Dentler, Ronald Cornet --
Medical Ontology Validation through Question Answering / Asma Ben Abacha, Marcos Da Silveira, Cédric Pruski --
Lexical Characterization and Analysis of the BioPortal Ontologies / Manuel Quesada-Martínez, Jesualdo Tomás Fernández-Breis, Robert Stevens --
Ontology-Based Reengineering of the SNOMED CT Context Model / Catalina Martínez-Costa, Stefan Schulz --
Using a Cross-Language Approach to Acquire New Mappings between Two Biomedical Terminologies / Fleur Mougin, Natalia Grabar --
Temporal Data Visualization and Analysis. Clinical Time Series Prediction with a Hierarchical Dynamical System / Zitao Liu, Milos Hauskrecht. Extraction, Analysis, and Visualization of Temporal Association Rules from Interval-Based Clinical Data / Carlo Combi, Alberto Sabaini --
Learning to Identify Inappropriate Antimicrobial Prescriptions / Mathieu Beaudoin [and others] --
An Approach for Mining Care Trajectories for Chronic Diseases / Elias Egho [and others] --
Similarity Measuring between Patient Traces for Clinical Pathway Analysis / Zhengxing Huang, Xudong Lu, Huilong Duan --
Natural Language Processing. Instantiating Interactive Narratives from Patient Education Documents / Fred Charles [and others] --
Added-Value of Automatic Multilingual Text Analysis for Epidemic Surveillance / Gaël Lejeune [and others] --
An Approach for Query-Focused Text Summarisation for Evidence Based Medicine / Abeed Sarker, Diego Mollá, Cécile Paris --
Clustering of Medical Publications for Evidence Based Medicine Summarisation / Sara Faisal Shash, Diego Mollá --
Classifying Measurements in Dictated, Free-Text Radiology Reports / Merlijn Sevenster.
Series Title: Lecture notes in computer science, 7885.; Lecture notes in computer science., Lecture notes in artificial intelligence.; LNCS sublibrary., SL 7,, Artificial intelligence.
Other Titles: AIME 2013
Responsibility: Niels Peek, Roque Marín Morales, Mor Peleg (eds.).

Abstract:

This book constitutes the refereed proceedings of the 14th Conference on Artificial Intelligence in Medicine, AIME 2013, held in Murcia, Spain, in May/June 2013. The 43 revised full and short papers presented were carefully reviewed and selected from 82 submissions. The papers are organized in the following topical sections: decision support, guidelines and protocols; semantic technology; bioinformatics; machine learning; probabilistic modeling and reasoning; image and signal processing; temporal data visualization and analysis; and natural language processing.

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