Amazon cover image
Image from Amazon.com

Artificial intelligence in medicine : 14th Conference on Artificial Intelligence in Medicine, AIME 2013, Murcia, Spain, May 29-June 1, 2013 : proceedings / Niels Peek, Roque Marín Morales, Mor Peleg (eds.).

By: (14th : Conference on Artificial Intelligence in Medicine (2005- ) (14th : 2013 : Murcia, Spain)Contributor(s): Peek, Niels [editior of compilation.] | Marín Morales, Roque, 1959- [editior of compilation.] | Peleg, Mor [editior of compilation.]Material type: TextTextSeries: Serienbezeichnung | Lecture notes in computer science ; 7885. | Lecture notes in computer science. Lecture notes in artificial intelligence. | LNCS sublibrary. SL 7, Artificial intelligence.Publication details: Berlin ; New York : Springer, ©2013. Description: 1 online resource (xix, 316 pages) : illustrationsContent type: text Media type: computer Carrier type: online resourceISBN: 9783642383267; 3642383262; 3642383254; 9783642383250Other title: AIME 2013Subject(s): Medical informatics -- Congresses | Artificial intelligence -- Medical applications -- Congresses | Artificial Intelligence | Information Science | Informatics | Computing Methodologies | Publication Formats | Publication Characteristics | Congresses | Medical Informatics | Artificial intelligence -- Medical applications | Medical informatics | Computer science | Medical records -- Data processing | Data mining | Artificial intelligence | Health Informatics | Information Systems Applications (incl. Internet)Genre/Form: Electronic books. | Electronic books. | Conference papers and proceedings. Additional physical formats: Print version:: Artificial intelligence in medicine.DDC classification: 610.285/63 LOC classification: R859.7.A78 | C66 2013NLM classification: W 26.55.A7Online resources: Click here to access online
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.
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.
Tags from this library: No tags from this library for this title. Log in to add tags.
Star ratings
    Average rating: 0.0 (0 votes)
Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
eBook eBook e-Library

Electronic Book@IST

EBook Available
Total holds: 0

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.

Includes bibliographical references and index.

Online resource; title from PDF title page (SpringerLink, viewed May 22, 2013).

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.

Print version record.

Powered by Koha