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5. ISBMDA 2004: Barcelona, Catalonia, Spain
- José María Barreiro, Fernando Martín-Sánchez, Victor Maojo, Ferran Sanz:
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
- Juan Antonio Hernández Tamames, Martha L. Mora, Emanuele Schiavi, Pablo Toharia:
RF Inhomogeneity Correction Algorithm in Magnetic Resonance Imaging. 1-8 - Emanuele Schiavi, C. Hernández, Juan Antonio Hernández Tamames:
Fully 3D Wavelets MRI Compression. 9-20 - Gabriela Pérez, Raquel Montes Diez, Juan Antonio Hernández Tamames, José SanMartín:
A New Approach to Automatic Segmentation of Bone in Medical Magnetic Resonance Imaging. 21-26 - Roberto de la Prieta:
An Accurate and Parallelizable Geometric Projector/Backprojector for 3D PET Image Reconstruction. 27-38
Data Visualization
- Josef Rieger, Karel Kosar, Lenka Lhotská, Vladimir Krajca:
EEG Data and Data Analysis Visualization. 39-48 - César J. Acuña, Esperanza Marcos, Valeria de Castro, Juan Antonio Hernández Tamames:
A Web Information System for Medical Image Management. 49-59 - Sukhyun Lim, Byeong-Seok Shin:
Reliable Space Leaping Using Distance Template. 60-66
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 Carlos 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, Emilio Soria-Olivas:
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
- Shao Ying Zhu, Gerald Schaefer:
Thermal Medical Image Retrieval by Moment Invariants. 182-187
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 - José 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
- Óscar Coltell, Miguel Arregui, Larry Parnell, Dolores Corella, Ricardo Chalmeta, José M. Ordovás:
SEQPACKER: A Biologist-Friendly User Interface to Manipulate Nucleotide Sequences in Genomic Epidemiology. 368-377 - Vassilis Koutkias, Andigoni Malousi, Nicos Maglaveras:
Performing Ontology-Driven Gene Prediction Queries in a Multi-agent Environment. 378-387 - Roberto Santana, Pedro Larrañaga, José Antonio Lozano:
Protein Folding in 2-Dimensional Lattices with Estimation of Distribution Algorithms. 388-398
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
- Antonio Estruch, José Antonio Heredia:
Technological Platform to Aid the Exchange of Information and Applications Using Web Services. 458-467 - Alkiviadis Symeonidis, Ioannis G. Tollis:
Visualization of Biological Information with Circular Drawings. 468-478 - Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho:
Gene Selection Using Genetic Algorithms. 479-490 - George Potamias:
Knowledgeable Clustering of Microarray Data. 491-497 - Giacomo Gamberoni, Evelina Lamma, Sergio Storari, Diego Arcelli, Francesca Francioso, Stefano Volinia:
Correlation of Expression Between Different IMAGE Clones from the Same UniGene Cluster. 498-506
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