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Medical data analysis : Third International Symposium, ISMDA 2002, Rome, Italy, October 10-11, 2002, proceedings

Author: Alfredo Colosimo; Alessandro Giuliani; Paolo Sirabella
Publisher: Berlin ; New York : Springer-Verlag, ©2002.
Series: Lecture notes in computer science, 2526.
Edition/Format:   eBook : Document : Conference publication : EnglishView all editions and formats
Summary:
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  Read more...
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Genre/Form: Electronic books
Conference papers and proceedings
Congresses
Additional Physical Format: Print version:International Symposium on Medical Data Analysis (3rd : 2002 : Rome, Italy)
Medical data analysis : Third International Symposium, ISMDA 2002, Rome, Italy, October 10-11, 2002, proceedings
(OCoLC)50684030
Material Type: Conference publication, Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Alfredo Colosimo; Alessandro Giuliani; Paolo Sirabella
ISBN: 9783540361046 3540361049
OCLC Number: 50795545
Description: 1 online resource (ix, 222 pages) : illustrations.
Contents: 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.
Series Title: Lecture notes in computer science, 2526.
Responsibility: Alfredo Colosimo, Alessandro Giuliani, Paolo Sirabella, eds.

Abstract:

The International Symposium on Medical Data Analysis is an important - riodical opportunity to exchange ideas and ?rst-hand experiences with groups interested in the medical applications of  Read more...

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