Medical Data Analysis

Third International Symposium, ISMDA 2002, Rome, Italy, October 8-11, 2002, Proceedings

Häftad, Engelska, 2002

Av Alfredo Colosimo, Alessandro Giuliani, Paolo Sirabella

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This book constitutes the refereed proceedings of the Third International Symposium on Medical Data Analysis, ISMDA 2002, held in Rome, Italy, in October 2002. The 23 revised full papers presented were carefully reviewed and selected for inclusion in the book. The papers are organized in topical sections on data mining and decision support systems, medical informatics and modeling, time series analysis, and medical imaging.

Produktinformation

Utgivningsdatum2002-10-09
Mått155 x 235 x 14 mm
Vikt371 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Computer Science
Antal sidor230
Upplaga2002
FörlagSpringer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN9783540000440

Tillhör följande kategorier

Epidemiologi och medicinsk statistik inom Medicin
Matematisk statistik inom Naturvetenskap och teknik
Databaser inom Data och it
Tillämpad datateknik inom Data och it
Systemvetenskap och AI inom Data och it
Artificiell intelligens inom Data och it

Data Mining and Decision Support Systems.- Knowledge Discovery Using Medical Data Mining.- Analysis of Stationary Periods of Heart Rate via Symbolic Dynamics.- Microcalcification Detection Using a Kernel Bayes Classifier.- The Use of Classification Trees for Analysis of Kidney Images in Computer Assisted Microscopy.- A Neuro-fuzzy Based Alarm System for Septic Shock Patients with a Comparison to Medical Scores.- Determination of Functional Relationships for Continuous Variables by Using a Multivariable Fractional Polynomial Approach.- Medical Informatics and Modeling.- Nonlinear Oscillation Models for Spike Separation.- Modeling Glucose-Insulin Behavior in Ill Patients (DM Type2).- ECG Acquisition and Management System for Knowledge Discovery in Database: Data Modeling, Design, and Implementation.- The Conceptual Basis of WITH, a Collaborative Writer System of Clinical Trials.- Problems of the Model Choice in Classes of Mendelian Inheritance Models.- Computational Modeling of the Cardiovascular System After Fontan Procedure.- Time-Series Analysis.- Short-and Long-Term Statistical Properties of Heartbeat Time-Series in Healthy and Pathological Subjects.- An Index of Organization of the Right Atrium During Atrial Fibrillation: Effects of Internal Cardioversion.- Morphological Analysis of ECG Holter Recordings by Support Vector Machines.- Monitoring of Sleep Apnea in Children Using Pulse Transit Time.- Linear and Nonlinear Evaluation of Ventricular Arrhythmias.- Invariant and Subject-Dependent Features of Otoacoustic Emissions.- Medical Imaging.- Short Term Evaluation of Brain Activities in fMRI Data by Spatiotemporal Independent Component Analysis.- Implementation of an IT System for the Support of a Hospital Infection Surveillance System.- An Artificial Neural Network for 3D Localization of Brainstem Functional Lesions.- Dependent Rendering: Visualizing Multiple Properties of an Object.- Automatic Detection of Microaneurysms in Color Fundus Images of the Human Retina by Means of the Bounding Box Closing.