Medical Data Analysis: Second International Symposium, ISMDA 2001, Madrid, Spain, October 8-9, 2001 Proceedings
José L. Crespo, Víctor Maojo, Fernando Martín Rodríguez · Medical Entomology and Zoology · 2001
Medical Analysis and Diagnosis by Neural Networks.- On Applying Supervised Classification Techniques in Medicine.- Methods and Criteria for Detecting Significant Regions in Medical Image Analysis.- Using Bayesian Networks to Model Emergency Medical Services.- Analysis of Strength Data Based on Expert Knowledge.- A Computational Environment for Medical Diagnosis Support Systems.- Automatic Detection of Regions of Interest in Digitized Mammograms for Computer-Aided Diagnosis.- A New Method for Unifying Heterogeneous Databases.- Fatigue Indicators of Drowsy Drivers Based on Analysis of Physiological Signals.- Secure and Interoperable Document Management over the Internet - The Generic HARP Cross-Security Platform for Clinical Studies.- A Generalized Uncertainty Function and Fuzzy Modeling.- Special Time Series Models for Analysis of Mortality Data.- Knowledge Organisation in a Neonatal Jaundice Decision Support System.- Quasi-Fourier Modeling Individual and Count Outcomes.- An Anatomical and Functional Model for the Study of Cortical Functions.- Predicting the Level of Metabolic Control Using Collaborative Filtering.- Web-Enabled Knowledge-Based Analysis of Genetic Data.- Fuzzy Sets Applied to Image Processing and Quantification of Interstitial Fibrosis and Glomerular Size in Computer Assisted Microscopy.- Cancer Epidemiology of Small Communities: Using a Novel Approach to Detecting Clusters.- Hybrid Pattern Recognition Algorithms with the Statistical Model Applied to the Computer-Aided Medical Diagnosis.- Computer-Aided Diagnosis: Application of Wavelet Transform to the Detection of Clustered Microcalcifications in Digital Mammograms.- A Methodology for Constructing Expert Systems for Medical Diagnosis.- An Expert System for Microbiological Data Validation and Surveillance.- Hierarchical Clustering of Female Urinary Incontinence Data Having Noise and Outliers.- ACMD: A Practical Tool for Automatic Neural Net Based Learning.- Development of a Mammographic Analysis System Using Computer Vision Techniques.- Improvement of a Mammographic CAD System for Mass Detection.- Classification of Gene Expression Data in an Ontology.- Feature Selection Algorithms Applied to Parkinson's Disease.- A New Model for AIDS Survival Analysis.- A Frequent Patterns Tree Approach for Rule Generation with Categorical Septic Shock Patient Data.- Analysis of Medical Diagnostic Images via the Implementation and Access to a Safe DICOMPACS with a Web Interface: Analysis of Contrast-enhanced CT Imaging of Oral and Oropharyngeal Carcinomas.- Classification of HEp-2 Cells Using Fluorescent Image Analysis and Data Mining.- Multitask Pattern Recognition Algorithm for the Medical Decision Support System.- The Analysis of Hospital Episodes.- Electroshock Effects Identification Using Classification Based on Rules.- Advanced Visualization of 3D data of Intravascular Ultrasound images.- Investigations on Stability and Overoptimism of Classification Trees by Using Cross-Validation.- A Case-Based Approach for the Classification of Medical Time Series.- Binary Vector or Real Value Coding for Secondary Structure Prediction? A Case Study of Polyproline Type II Prediction.- Notes on Medical Decision Model Creation.- Refining the Knowledge Base of an Otoneurological Expert System.- Segmentation of Color Fundus Images of the Human Retina: Detection of the Optic Disc and the Vascular Tree Using Morphological Techniques.- Learning Structural Knowledge from the ECG.- Recurrence Quantification Analysis to Characterise the Heart Rate Variability Before the Onset of Ventricular Tachycardia.- Learning Bayesian-Network Topologies in Realistic Medical Domains.