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ORCID13. AIME 2011: Bled, Slovenia
- Mor Peleg
, Nada Lavrac, Carlo Combi:
Artificial Intelligence in Medicine - 13th Conference on Artificial Intelligence in Medicine, AIME 2011, Bled, Slovenia, July 2-6, 2011. Proceedings. Lecture Notes in Computer Science 6747, Springer 2011, ISBN 978-3-642-22217-7
Invited Talks
- Andrey Rzhetsky:
Understanding Etiology of Complex Neurodevelopmental Disorders: Two Approaches. 1 - Manfred Reichert:
What BPM Technology Can Do for Healthcare Process Support. 2-13
Knowledge-Based Systems
- Vida Groznik, Matej Guid, Aleksander Sadikov, Martin Mozina, Dejan Georgiev, Veronika Kragelj, Samo Ribaric, Zvezdan Pirtosek, Ivan Bratko:
Elicitation of Neurological Knowledge with ABML. 14-23 - Azizi Ab Aziz, Michel C. A. Klein, Jan Treur:
Intelligent Configuration of Social Support Networks Around Depressed Persons. 24-34 - María Adela Grando, Laura Moss, David Glasspool, Derek H. Sleeman, Malcolm Sim, Charlotte J. Gilhooly, John Kinsella:
Argumentation-Logic for Explaining Anomalous Patient Responses to Treatments. 35-44 - Adrien Ugon, Jean-Gabriel Ganascia, Carole Philippe, Hélène Amiel, Pierre P. Lévy:
How to Use Symbolic Fusion to Support the Sleep Apnea Syndrome Diagnosis. 45-54 - Wilko Wieringa, Harm op den Akker, Valerie M. Jones, Rieks op den Akker, Hermie J. Hermens:
Ontology-Based Generation of Dynamic Feedback on Physical Activity. 55-59
Data Mining
- Rui Li, Andreas Hapfelmeier, Jana Schmidt, Robert Perneczky, Alexander Drzezga, Alexander Kurz, Stefan Kramer:
A Case Study of Stacked Multi-view Learning in Dementia Research. 60-69 - Fernando García-García, Gema García-Sáez, Paloma Chausa, Iñaki Martínez-Sarriegui, Pedro José Benito, Enrique J. Gómez, M. Elena Hernando:
Statistical Machine Learning for Automatic Assessment of Physical Activity Intensity Using Multi-axial Accelerometry and Heart Rate. 70-79 - Angelo Nuzzo, Riccardo Beretta, Francesca Mulas, Valerie Roobrouck, Catherine M. Verfaillie, Blaz Zupan, Riccardo Bellazzi:
A Data Mining Library for miRNA Annotation and Analysis. 80-84 - Lan Zagar, Francesca Mulas, Riccardo Bellazzi, Blaz Zupan:
Ranking and 1-Dimensional Projection of Cell Development Transcription Profiles. 85-89 - Aydano P. Machado, João Marcelo Lyra, Renato Ambrósio Jr., Guilherme Ribeiro, Luana P. N. Araújo, Camilla Xavier, Evandro Costa:
Comparing Machine-Learning Classifiers in Keratoconus Diagnosis from ORA Examinations. 90-95 - Alan Jovic, Nikola Bogunovic:
HRVFrame: Java-Based Framework for Feature Extraction from Cardiac Rhythm. 96-100
Special Session on AI Applications
- Saeid Eslami, Nicolette de Keizer, Evert de Jonge, Dave Dongelmans, Marcus J. Schultz, Ameen Abu-Hanna:
Lessons Learned from Implementing and Evaluating Computerized Decision Support Systems. 101-108 - Niels Peek, Rick Goud, Nicolette de Keizer, Mariette van Engen-Verheul, Hareld Kemps, Arie Hasman:
CARDSS: Development and Evaluation of a Guideline Based Decision Support System for Cardiac Rehabilitation. 109-118 - Nizar Messai, Jacques Bouaud, Marie-Aude Aufaure, Laurent Zelek, Brigitte Séroussi:
Using Formal Concept Analysis to Discover Patterns of Non-compliance with Clinical Practice Guidelines: A Case Study in the Management of Breast Cancer. 119-128 - Helena Lindgren:
Integrating Clinical Decision Support System Development into a Development Process of Clinical Practice - Experiences from Dementia Care. 129-138 - Jill Freyne, Shlomo Berkovsky, Nilufar Baghaei, Stephen Kimani, Gregory Smith:
Personalized Techniques for Lifestyle Change. 139-148 - Stephen Edward Rees, Dan S. Karbing, Charlotte Allerød, Marianne Toftegaard, Per Thorgaard, Egon Toft, Søren Kjærgaard, Steen Andreassen:
The Intelligent Ventilator Project: Application of Physiological Models in Decision Support. 149-158
Probabilistic Modeling and Reasoning
- Catherine G. Enright, Michael G. Madden, Niall Madden, John G. Laffey:
Clinical Time Series Data Analysis Using Mathematical Models and DBNs. 159-168 - Maarten van der Heijden, Bas Lijnse, Peter J. F. Lucas, Yvonne F. Heijdra, Tjard R. J. Schermer:
Managing COPD Exacerbations with Telemedicine. 169-178 - Marina Velikova, Peter J. F. Lucas, Marc Spaanderman:
A Predictive Bayesian Network Model for Home Management of Preeclampsia. 179-183
Terminologies and Ontologies
- Duy Dinh, Lynda Tamine:
Voting Techniques for a Multi-terminology Based Biomedical Information Retrieval. 184-193 - Maja Milicic Brandt, Ana Rath, Andrew Devereau, Ségolène Aymé:
Mapping Orphanet Terminology to UMLS. 194-203 - Christine Golbreich, Julien Grosjean, Stéfan Jacques Darmoni:
The FMA in OWL 2. 204-214 - Lina Fatima Soualmia, Nicolas Griffon, Julien Grosjean, Stéfan Jacques Darmoni:
Improving Information Retrieval by Meta-modelling Medical Terminologies. 215-219 - Fleur Mougin, Marie Dupuch, Natalia Grabar:
Improving the Mapping between MedDRA and SNOMED CT. 220-224 - Arash Shaban-Nejad, David L. Buckeridge, Laurette Dubé:
COPE: Childhood Obesity Prevention [Knowledge] Enterprise. 225-229
Temporal Reasoning and Temporal Data Mining
- Lilian Minne, Evert de Jonge, Ameen Abu-Hanna:
Repeated Prognosis in the Intensive Care: How Well Do Physicians and Temporal Models Perform? 230-239 - Christopher K. I. Williams, Ioan Stanculescu:
Automating the Calibration of a Neonatal Condition Monitoring System. 240-249 - Miguel R. Álvarez, Paulo Félix, Purificación Cariñena:
Mining Temporal Constraint Networks by Seed Knowledge Extension. 250-254 - Martin J. O'Connor, Genaro Hernández, Amar K. Das:
A Rule-Based Method for Specifying and Querying Temporal Abstractions. 255-259 - Amanda Richards, Martin J. O'Connor, Susana B. Martins, Michael Uehara-Bingen, Samson W. Tu, Amar K. Das:
Web-Based Querying and Temporal Visualization of Longitudinal Clinical Data. 260-264
Therapy Planning, Scheduling and Guideline-Based Care
- Arturo González-Ferrer, Annette ten Teije, Juan Fernández-Olivares, Krystyna Milian:
Careflow Planning: From Time-Annotated Clinical Guidelines to Temporal Hierarchical Task Networks. 265-275 - Mar Marcos, José Alberto Maldonado, Begoña Martínez-Salvador, David Moner, Diego Boscá, Montserrat Robles:
An Archetype-Based Solution for the Interoperability of Computerised Guidelines and Electronic Health Records. 276-285 - Zhengxing Huang, Xudong Lu, Chenxi Gan, Huilong Duan:
Variation Prediction in Clinical Processes. 286-295 - Martin Michalowski, Marisela Mainegra Hing, Szymon Wilk, Wojtek Michalowski, Ken Farion:
A Constraint Logic Programming Approach to Identifying Inconsistencies in Clinical Practice Guidelines for Patients with Comorbidity. 296-301 - Cédric Pruski, Rodrigo Bonacin, Marcos Da Silveira:
Towards the Formalization of Guidelines Care Actions Using Patterns and Semantic Web Technologies. 302-306 - Borna Jafarpour, Samina Raza Abidi, Syed Sibte Raza Abidi:
Exploiting OWL Reasoning Services to Execute Ontologically-Modeled Clinical Practice Guidelines. 307-311 - Silvana Quaglini, Silvia Panzarasa, Anna Cavallini, Giuseppe Micieli:
Guideline Recommendation Text Disambiguation, Representation and Testing. 312-316
Natural Language Processing
- Neil Barrett, Jens H. Weber-Jahnke:
A Token Centric Part-of-Speech Tagger for Biomedical Text. 317-326 - Stefania Rubrichi, Silvana Quaglini, Alex Spengler, Patrick Gallinari:
Extracting Information from Summary of Product Characteristics for Improving Drugs Prescription Safety. 327-337 - Shao Fen Liang, Robert Stevens, Donia Scott, Alan L. Rector:
Automatic Verbalisation of SNOMED Classes Using OntoVerbal. 338-342 - Borut Sluban, Matjaz Jursic, Bojan Cestnik, Nada Lavrac:
Evaluating Outliers for Cross-Context Link Discovery. 343-347 - Aron Henriksson, Martin Hassel, Maria Kvist:
Diagnosis Code Assignment Support Using Random Indexing of Patient Records - A Qualitative Feasibility Study. 348-352
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