| Description |
1 online resource (xix, 316 pages) : illustrations |
| Series |
Lecture notes in computer science, 1611-3349 ; 7885. Lecture notes in artificial intelligence |
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LNCS sublibrary. SL 7, Artificial intelligence |
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Lecture notes in computer science ; 7885. 1611-3349
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Lecture notes in computer science. Lecture notes in artificial intelligence
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LNCS sublibrary. SL 7, Artificial intelligence.
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| 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 |
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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 |
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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] |
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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 |
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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 |
| 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 learning; probabilistic modeling and reasoning; image and signal processing; temporal data visualization and analysis; and natural language processing |
| Analysis |
Computer science |
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Medical records -- Data processing |
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Data mining |
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Artificial intelligence |
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Health Informatics |
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Information Systems Applications (incl. Internet) |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Online resource; title from PDF title page (SpringerLink, viewed May 22, 2013) |
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Print version record |
| Subject |
Medical informatics -- Congresses
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Artificial intelligence -- Medical applications -- Congresses
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Artificial intelligence.
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Artificial Intelligence
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Information Science
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Informatics
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Computing Methodologies
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Publication Formats
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Publication Characteristics
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Congresses
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Medical Informatics
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artificial intelligence.
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Artificial intelligence
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Artificial intelligence -- Medical applications
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Medical informatics
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Peek, Niels, editior of compilation.
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Marín Morales, Roque, 1959- editior of compilation.
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Peleg, Mor, editior of compilation.
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| ISBN |
9783642383267 |
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3642383262 |
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3642383254 |
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9783642383250 |
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