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Pardalos, Panos M.

Data Mining for Biomarker Discovery

Pardalos, Panos M. - Data Mining for Biomarker Discovery, ebook

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ISBN: 9781461421078
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Table of contents

1. Data Mining Strategies Applied in Brain Injury Models
Stefania Mondello, Firas Kobeissy, Isaac Fingers, Zhiqun Zhang, Ronald L. Hayes, Kevin K. W. Wang

2. Application of Decomposition Methods in the Filtering of Event-Related Potentials
Kostas Michalopoulos, Vasiliki Iordanidou, Michalis Zervakis

3. EEG Features as Biomarkers for Discrimination of Preictal States
Alkiviadis Tsimpiris, Dimitris Kugiumtzis

4. Using Relative Power Asymmetry as a Biomarker for Classifying Psychogenic Nonepileptic Seizure and Complex Partial Seizure Patients
Jui-Hong Chien, Deng-Shan Shiau, J. Chris Sackellares, Jonathan J. Halford, Kevin M. Kelly, Panos M. Pardalos

5. Classification of Tree and Network Topology Structures in Medical Images
Angeliki Skoura, Vasileios Megalooikonomou, Athanasios Diamantopoulos, George C. Kagadis, Dimitrios Karnabatidis

6. A Framework for Multimodal Imaging Biomarker Extraction with Application to Brain MRI
Kostas Marias, Vangelis Sakkalis, Norbert Graf

7. A Statistical Diagnostic Decision Support Tool Using Magnetic Resonance Spectroscopy Data
Evaggelia Tsolaki, Evanthia Kousi, Eftychia Kapsalaki, Ioannis Dimou, Kyriaki Theodorou, Georgios C. Manikis, Constantin Kappas, Ioannis Tsougos

8. Data Mining for Cancer Biomarkers with Raman Spectroscopy
Michael B. Fenn, Vijay Pappu

9. Nonlinear Recognition Methods for Oncological Pathologies
Gregorio Patrizi, Vincenzo Pietropaolo, Antonella Carbone, Renato Leone, Laura Giacomo, Valentina Losacco, Giacomo Patrizi

10. Studying Connectivity Properties in Human Protein–Protein Interaction Network in Cancer Pathway
Vera Tomaino, Ashwin Arulselvan, Pierangelo Veltri, Panos M. Pardalos

11. Modelling of Oral Cancer Progression Using Dynamic Bayesian Networks
Konstantinos P. Exarchos, George Rigas, Yorgos Goletsis, Dimitrios I. Fotiadis

12. Neuromuscular Alterations of Upper Airway Muscles in Patients with OSAS: Radiological and Histopathological Findings
Panagis Drakatos, Dimosthenis Lykouras, Fotis Sampsonas, Kiriakos Karkoulias, Kostas Spiropoulos

13. Data Mining System Applied to Population Databases for Studies on Lung Cancer
J. Pérez, F. Henriques, R. Santaolaya, O. Fragoso, A. Mexicano

Keywords: Mathematics, Operations Research, Management Science, Data Mining and Knowledge Discovery, Health Informatics, Biochemical Engineering

Author(s)
 
 
Publisher
Springer
Publication year
2012
Language
en
Edition
2012
Series
Springer Optimization and Its Applications
Category
Natural Sciences
Format
Ebook
eISBN (PDF)
9781461421078

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