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Medical Data Analysis

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

  • Conference proceedings
  • © 2002

Overview

Editors:
  1. Alfredo Colosimo

    1. Dept. of Human Physiology and Pharmacology, University of Rome La Sapienza, Rome, Italy

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  2. Paolo Sirabella

    1. Dept. of Human Physiology and Pharmacology, University of Rome La Sapienza, Rome, Italy

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    You can also search for this editor in PubMed   Google Scholar

  3. Alessandro Giuliani

    1. TCE Laboratory, Istituto Superiore di Sanità, Rome, Italy

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 2526)

Included in the following conference series:

Conference proceedings info: ISMDA 2002.

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Table of contents (23 papers)

  1. Front Matter

    Pages I-IX
    Download chapter PDF

  2. Data Mining and Decision Support Systems

    1. Knowledge Discovery Using Medical Data Mining

      • Fernando Alonso, África López-Illescas, Loïc Martínez, Cesar Montes, Juan P. Valente
      Pages 1-12

    2. Analysis of Stationary Periods of Heart Rate via Symbolic Dynamics

      • Camillo Cammarota, Giusepp Guarini, Maria Ambrosini
      Pages 13-19

    3. Microcalcification Detection Using a Kernel Bayes Classifier

      • B. Caputo, E. La Torre, G. E. Gigante
      Pages 20-31

    4. The Use of Classification Trees for Analysis of Kidney Images in Computer Assisted Microscopy

      • Elzbieta Kaczmarek, Edyta Nieruchalska, Michal Michalak, Aldona Wozniak, Wieslawa Salwa-Zurawska
      Pages 32-41

    5. A Neuro-fuzzy Based Alarm System for Septic Shock Patients with a Comparison to Medical Scores

      • Jürgen Paetz, Björn Arlt
      Pages 42-52

    6. Determination of Functional Relationships for Continuous Variables by Using a Multivariable Fractional Polynomial Approach

      • Willi Sauerbrei, Patrick Royston
      Pages 53-60

  3. Medical Informatics and Modeling

    1. Nonlinear Oscillation Models for Spike Separation

      • Tetyana I. Aksenova, Olga K. Chibirova, Alim-Louis Benabid, Alessandro E. P. Villa
      Pages 61-70

    2. Modeling Glucose-Insulin Behavior in Ill Patients (DM Type2)

      • G. Baratta, F. Barcellona, G. Lucidi, A. M. Bersani
      Pages 71-78

    3. ECG Acquisition and Management System for Knowledge Discovery in Database: Data Modeling, Design, and Implementation

      • Yongho Cho, Hosung Kim, Myoung-ju Jeon, Dongjoo Kang, Hyungsik Choi, Jong-min Lee et al.
      Pages 79-85

    4. The Conceptual Basis of WITH, a Collaborative Writer System of Clinical Trials

      • Paola Fazi, Daniela Luzi, Fabrizio L. Ricci, Marco Vignetti
      Pages 86-97

    5. Problems of the Model Choice in Classes of Mendelian Inheritance Models

      • Bernd Jäger, Karl-Ernst Biebler
      Pages 98-104

    6. Computational Modeling of the Cardiovascular System After Fontan Procedure

      • Eun Bo Shim, Chan Hyun Youn, Thomas Heldt, Roger D. Kamm, Roger G. Mark
      Pages 105-114

  4. Time-Series Analysis

    1. Short-and Long-Term Statistical Properties of Heartbeat Time-Series in Healthy and Pathological Subjects

      • Paolo Allegrini, Rita Balocchi, Santi Chillemi, Paolo Grigolini, Luigi Palatella, Giacomo Raffaelli
      Pages 115-126

    2. An Index of Organization of the Right Atrium During Atrial Fibrillation: Effects of Internal Cardioversion

      • Vincenzo Barbaro, Pietro Bartolini, Giovanni Calcagnini, Federica Censi, Antonio Michelucci, Samantha Poli
      Pages 127-133

    3. Morphological Analysis of ECG Holter Recordings by Support Vector Machines

      • S. Jankowski, J. Tijink, G. Vumbaca, M. Balsi, G. Karpinski
      Pages 134-143

    4. Monitoring of Sleep Apnea in Children Using Pulse Transit Time

      • Jacopo Pagani, Maria Pia Villa, Giovanni Calcagnini, Enrica Lombardozzi, Federica Censi, Samantha Poli et al.
      Pages 144-150

    5. Linear and Nonlinear Evaluation of Ventricular Arrhythmias

      • Joseph P. Zbilut, Peter A. Santucci, Shiow-Ying Yang, Janice L. Podolski
      Pages 151-157

    6. Invariant and Subject-Dependent Features of Otoacoustic Emissions

      • Giovanna Zimatore, Alessandro Giuliani, Stavros Hatzopoulos, Alessandro Martini, Alfredo Colosimo
      Pages 158-166

  5. Medical Imaging

    1. Short Term Evaluation of Brain Activities in fMRI Data by Spatiotemporal Independent Component Analysis

      • M. Balsi, V. Cimagalli, G. Cruccu, G.D. Iannetti, A. Londei, P.L. Romanelli
      Pages 167-176
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Keywords

About this book

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 innovative hardware and software tools. The massive information available through continuous improvements in the various modeling approaches to Medical Data Analysis is re?ected in the - sults, dealing with quite di?erent topics, presented during the Third Edition of the Symposium (ISMDA 2002). They have been grouped into the following four categories: (1) Data Mining and Decision Support Systems; (2) Medical Informatics and Modeling; (3) Time-Series Analysis; and (4) Medical Imaging. In setting up the symposium program we tried to avoid, even with the sho- age of time, parallel sessions. Thus, all participants had the chance to catch all the oral presentations, and we hope that this third proceedings volume will extend this chance also to non-participants. As for the previous volumes, it c- tains extensive up-to-date chapters on Medical Data Analysis, packed with ideas, suggestions, and solutions to many problems typical of this ?eld.

Editors and Affiliations

  • Dept. of Human Physiology and Pharmacology, University of Rome La Sapienza, Rome, Italy

    Alfredo Colosimo, Paolo Sirabella

  • TCE Laboratory, Istituto Superiore di Sanità, Rome, Italy

    Alessandro Giuliani

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