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14. AIME 2013: Murcia, Spain
- Niels Peek, Roque Marín Morales, Mor Peleg:
Artificial Intelligence in Medicine - 14th Conference on Artificial Intelligence in Medicine, AIME 2013, Murcia, Spain, May 29 - June 1, 2013. Proceedings. Lecture Notes in Computer Science 7885, Springer 2013, ISBN 978-3-642-38325-0
Decision Support, Guidelines and Protocols
- Lucia Sacchi
, Carla Rognoni
From Decision to Shared-Decision: Introducing Patients' Preferences in Clinical Decision Analysis - A Case Study in Thromboembolic Risk Prevention. 1-10 - David Riaño
Model-Based Combination of Treatments for the Management of Chronic Comorbid Patients. 11-16 - Martin Michalowski
Using Constraint Logic Programming to Implement Iterative Actions and Numerical Measures during Mitigation of Concurrently Applied Clinical Practice Guidelines. 17-22 - Inmaculada Sánchez-Garzón, Juan Fernández-Olivares
A Multi-agent Planning Approach for the Generation of Personalized Treatment Plans of Comorbid Patients. 23-27 - Borna Jafarpour, Syed Sibte Raza Abidi
Merging Disease-Specific Clinical Guidelines to Handle Comorbidities in a Clinical Decision Support Setting. 28-32 - Stefano Bromuri
Multiparty Argumentation Game for Consensual Expansion Applied to Evidence Based Medicine. 33-37
Semantic Technology I
- Zhisheng Huang, Annette ten Teije
Rule-Based Formalization of Eligibility Criteria for Clinical Trials. 38-47 - Eya Znaidi, Lynda Tamine, Cecile Chouquet, Cherif Chiraz Latiri:
Characterizing Health-Related Information Needs of Domain Experts. 48-57 - Marie Dupuch, Christopher Engström, Sergei Silvestrov
Comparison of Clustering Approaches through Their Application to Pharmacovigilance Terms. 58-67 - Laura Moss
Trusting Intensive Care Unit (ICU) Medical Data: A Semantic Web Approach. 68-72 - Yue Ma, Felix Distel:
Learning Formal Definitions for Snomed CT from Text. 73-77 - Krystyna Milian, Annette ten Teije
Towards Automatic Patient Eligibility Assessment: From Free-Text Criteria to Queries. 78-83
Bioinformatics
- Sidahmed Benabderrahmane
Biomedical Knowledge Extraction Using Fuzzy Differential Profiles and Semantic Ranking. 84-93 - Francesca Vitali
Knowledge-Based Identification of Multicomponent Therapies. 94-98 - Nicoletta Dessì, Gabriele Milia, Barbara Pes
Enhancing Random Forests Performance in Microarray Data Classification. 99-103 - Claudia Cava
Copy-Number Alterations for Tumor Progression Inference. 104-109 - Ludwig Krippahl
Constraining Protein Docking with Coevolution Data for Medical Research. 110-114
Machine Learning
- Pablo Bermejo
Single- and Multi-label Prediction of Burden on Families of Schizophrenia Patients. 115-124 - Isak Karlsson, Jing Zhao, Lars Asker, Henrik Boström:
Predicting Adverse Drug Events by Analyzing Electronic Patient Records. 125-129 - Joël Kuiper
Top-Level MeSH Disease Terms Are Not Linearly Separable in Clinical Trial Abstracts. 130-134
Probabilistic Modelling and Reasoning
- Martijn Lappenschaar, Arjen Hommersom, Joep Lagro, Peter J. F. Lucas:
Understanding the Co-occurrence of Diseases Using Structure Learning. 135-144 - Adam Zagorecki, Piotr Orzechowski, Katarzyna Holownia:
Online Diagnostic System Based on Bayesian Networks. 145-149 - Iñigo Bermejo, Francisco Javier Díez, Paul Govaerts, Bart Vaerenberg:
A Probabilistic Graphical Model for Tuning Cochlear Implants. 150-155
Image and Signal Processing
- Luis Guerra, Ruth Benavides-Piccione
Semi-supervised Projected Clustering for Classifying GABAergic Interneurons. 156-165 - Alessandro Bria, Claudio Marrocco
Cascaded Rank-Based Classifiers for Detecting Clusters of Microcalcifications. 166-170 - Siamak Tafavogh, Karla Felix Navarro, Daniel R. Catchpoole, Paul J. Kennedy
Segmenting Neuroblastoma Tumor Images and Splitting Overlapping Cells Using Shortest Paths between Cell Contour Convex Regions. 171-175 - Luca Palmerini
Classification of Early-Mild Subjects with Parkinson's Disease by Using Sensor-Based Measures of Posture, Gait, and Transitions. 176-180 - Noelia Vállez
False Positive Reduction in Detector Implantation. 181-185
Semantic Technology II
- Kathrin Dentler, Ronald Cornet
Redundant Elements in SNOMED CT Concept Definitions. 186-195 - Asma Ben Abacha, Marcos Da Silveira
Medical Ontology Validation through Question Answering. 196-205 - Manuel Quesada-Martínez
Lexical Characterization and Analysis of the BioPortal Ontologies. 206-215 - Catalina Martínez-Costa, Stefan Schulz:
Ontology-Based Reengineering of the SNOMED CT Context Model. 216-220 - Fleur Mougin
Using a Cross-Language Approach to Acquire New Mappings between Two Biomedical Terminologies. 221-226
Temporal Data Visualization and Analysis
- Zitao Liu, Milos Hauskrecht:
Clinical Time Series Prediction with a Hierarchical Dynamical System. 227-237 - Carlo Combi
Extraction, Analysis, and Visualization of Temporal Association Rules from Interval-Based Clinical Data. 238-247 - Mathieu Beaudoin, Froduald Kabanza, Vincent Nault, Louis Valiquette:
Learning to Identify Inappropriate Antimicrobial Prescriptions. 248-257 - Elias Egho, Nicolas Jay
An Approach for Mining Care Trajectories for Chronic Diseases. 258-267 - Zhengxing Huang, Xudong Lu
Similarity Measuring between Patient Traces for Clinical Pathway Analysis. 268-272
Natural Language Processing
- Fred Charles
Instantiating Interactive Narratives from Patient Education Documents. 273-283 - Gaël Lejeune, Romain Brixtel, Charlotte Lecluze, Antoine Doucet
Added-Value of Automatic Multilingual Text Analysis for Epidemic Surveillance. 284-294 - Abeed Sarker
An Approach for Query-Focused Text Summarisation for Evidence Based Medicine. 295-304 - Sara Faisal Shash, Diego Mollá
Clustering of Medical Publications for Evidence Based Medicine Summarisation. 305-309 - Merlijn Sevenster:
Classifying Measurements in Dictated, Free-Text Radiology Reports. 310-314
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