5. ISBMDA 2004:
Barcelona, Catalonia, Spain
José María Barreiro, Fernando Martín-Sánchez, Victor Maojo, Ferran Sanz (Eds.):
Biological and Medical Data Analysis, 5th International Symposium, ISBMDA 2004, Barcelona, Spain, November 18-19, 2004, Proceedings.
Lecture Notes in Computer Science 3337 Springer 2004, ISBN 3-540-23964-2 
Data Analysis for Image Processing
Data Visualization
Decision Support Systems
- R. Sánchez-Morgado, Luis M. Laita, Eugenio Roanes-Lozano, Luis de Ledesma, Laura Laita:
A Rule-Based Knowledge System for Diagnosis of Mental Retardation.
67-78
- Tina Waligora, Rainer Schmidt:
Case-Based Diagnosis of Dysmorphic Syndromes.
79-84
- Raquel Montes Diez, Juan M. Marin, David Ríos Insua:
Bayesian Prediction of Down Syndrome Based on Maternal Age and Four Serum Markers.
85-95
- Javier Vicente, Juan Miguel García-Gómez, César Vidal, Luis Martí-Bonmatí, Aurora del Arco, Montserrat Robles:
SOC: A Distributed Decision Support Architecture for Clinical Diagnosis.
96-104
- Marek Kurzynski, Jerzy Sas:
Decision Support Server Architecture for Mobile Medical Applications.
105-116
- David Riaño:
Ordered Time-Independent CIG Learning.
117-128
- Carolina González, Juan C. Burguillo-Rial, Juan C. Vidal, Martín Llamas Nistal:
SINCO: Intelligent System in Disease Prevention and Control. An Architectural Approach.
129-140
- Martin Gellerstedt, Angela Bång, Johan Herlitz:
Could a Computer Based System for Evaluating Patients with Suspected Myocardial Infarction Improve Ambulance Allocation?
141-147
- Petra L. Geenen, Linda C. van der Gaag, Willie Loeffen, Armin Elbers:
On the Robustness of Feature Selection with Absent and Non-observed Features.
148-159
- Rafael Magdalena, Antonio J. Serrano, Agustin Serrano, Jorge Muñoz, Joan Vila-Francés, E. Soria:
Design of a Neural Network Model as a Decision Making Aid in Renal Transplant.
160-170
- Giacomo Gamberoni, Evelina Lamma, Paola Mello, Piercamillo Pavesi, Sergio Storari, Giuseppe Trocino:
Learning the Dose Adjustment for the Oral Anticoagulation Treatment.
171-181
Information Retrieval
Knowledge Discovery and Data Mining
- Marcel van Gerven, Peter J. F. Lucas:
Employing Maximum Mutual Information for Bayesian Classification.
188-199
- Gilles Cohen, Melanie Hilario, Antoine Geissbühler:
Model Selection for Support Vector Classifiers via Genetic Algorithms. An Application to Medical Decision Support.
200-211
- Rosa Blanco, Linda C. van der Gaag, Iñaki Inza, Pedro Larrañaga:
Selective Classifiers Can Be Too Restrictive: A Case-Study in Oesophageal Cancer.
212-223
- J. A. Sanandrés-Ledesma, Victor Maojo, José Crespo, Miguel García-Remesal, A. Gómez de la Cámara:
A Performance Comparative Analysis Between Rule-Induction Algorithms and Clustering-Based Constructive Rule-Induction Algorithms. Application to Rheumatoid Arthritis.
224-234
- Victor Maojo:
Domain-Specific Particularities of Data Mining: Lessons Learned.
235-242
Statistical Methods and Tools for Biological and Medical Data Analysis
- Michael Friger, Arkady Bolotin:
A Structural Hierarchical Approach to LongitudinalModeling of Effects of Air Pollution on Health Outcomes.
243-250
- Arkady Bolotin:
Replacing Indicator Variables by Fuzzy Membership Functions in Statistical Regression Models: Examples of Epidemiological Studies.
251-258
- Stanislaw Jankowski, Jacek J. Dusza, Mariusz Wierzbowski, Artur Oreziak:
PCA Representation of ECG Signal as a Useful Tool for Detection of Premature Ventricular Beats in 3-Channel Holter Recording by Neural Network and Support Vector Machine Classifier.
259-258
- David Riaño, Ioannis Aslanidis:
Finding Relations in Medical Diagnoses and Procedures.
269-280
- Francisco Javier Alonso, José María Del Castillo, Publio Pintado:
An Automatic Filtering Procedure for Processing Biomechanical Kinematic Signals.
281-291
- Zdenek Valenta, P. Svozilkova, M. Filipec, Jana Zvárová, H. Farghali:
Analysis of Cornea Transplant Tissue Rejection Delay in Mice Subjects.
292-298
- Laura Collada Ali, Paola Fazi, Daniela Luzi, Fabrizio L. Ricci, Luca-Dan Serbanati, Marco Vignetti:
Toward a Model of Clinical Trials.
299-312
Time Series Analysis
- Sokratis Konias, Nicos Maglaveras, Ioannis P. Vlahavas:
Predicting Missing Parts in Time Series Using Uncertainty Theory.
313-321
- Karel Kosar, Lenka Lhotská, Vladimir Krajca:
Classification of Long-Term EEG Recordings.
322-332
- Josef Rieger, Lenka Lhotská, Vladimir Krajca, Milos Matousek:
Application of Quantitative Methods of Signal Processing to Automatic Classification of Long-Term EEG Records.
333-343
- Fernando Alonso, Loïc Martínez, César Montes, Aurora Pérez-Pérez, Agustín Santamaría, Juan Pedro Valente:
Semantic Reference Model in Medical Time Series.
344-355
- Andrzej Wolczowski, Marek Kurzynski:
Control of Artificial Hand via Recognition of EMG Signals.
356-367
Bioinformatics:
Data Management and Analysis in Bioinformatics
Bioinformatics:
Integration of Biological and Medical Data
- Dörte Radke, Ulrich Möller:
Quantitative Evaluation of Established Clustering Methods for Gene Expression Data.
399-408
- José Luís Oliveira, Gaspar S. Dias, Ilídio Oliveira, Patrícia Rocha, Isabel Hermosilla, Javier Vicente, Inmaculada Spiteri, Fernando Martín-Sánchez, António Sousa Pereira:
DiseaseCard: A Web-Based Tool for the Collaborative Integration of Genetic and Medical Information.
409-417
- Victor Maojo, Fernando Martín-Sánchez, José María Barreiro, Carlos Díaz, Ferran Sanz:
Biomedical Informatics: From Past Experiences to the Infobiomed Network of Excellence.
418-426
Bioinformatics:
Metabolic Data and Pathways
- Wolfgang Schmidt-Heck, Katrin Zeilinger, Michael Pfaff, Susanne Töpfer, Dominik Driesch, Gesine Pless, Peter Neuhaus, Joerg C. Gerlach, Reinhard Guthke:
Network Analysis of the Kinetics of Amino Acid Metabolism in a Liver Cell Bioreactor.
427-438
- Rüdiger W. Brause:
Model Selection and Adaptation for Biochemical Pathways.
439-449
- Miguel Pinheiro, José Luís Oliveira, Manuel A. S. Santos, Hugo Rocha, M. Luis Cardoso, Laura Vilarinho:
NeoScreen: A Software Application for MS/MS Newborn Screening Analysis.
450-457
Bioinformatics:
Microarray Data Analysis and Visualization
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