Data Mining for Biomarker Discovery

Edited by Panos M. Pardalos (), Petros Xanthopoulos () and Michalis Zervakis ()

in Springer Optimization and Its Applications from Springer, currently edited by Pardalos, Panos, Thai, My T. and Du, Ding-Zhu

Date: 2012
Edition: 2012
ISBN: 978-1-4614-2107-8
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Chapters in this book:

Ch Chapter 1 Data Mining Strategies Applied in Brain Injury Models

Stefania Mondello, Firas Kobeissy, Isaac Fingers, Zhiqun Zhang, Ronald L. Hayes and Kevin K. W. Wang

Ch Chapter 10 Studying Connectivity Properties in Human Protein–Protein Interaction Network in Cancer Pathway

Vera Tomaino, Ashwin Arulselvan, Pierangelo Veltri and Panos M. Pardalos

Ch Chapter 11 Modelling of Oral Cancer Progression Using Dynamic Bayesian Networks

Konstantinos P. Exarchos, George Rigas, Yorgos Goletsis and Dimitrios I. Fotiadis

Ch Chapter 12 Neuromuscular Alterations of Upper Airway Muscles in Patients with OSAS: Radiological and Histopathological Findings

Panagis Drakatos, Dimosthenis Lykouras, Fotis Sampsonas, Kiriakos Karkoulias and Kostas Spiropoulos

Ch Chapter 13 Data Mining System Applied to Population Databases for Studies on Lung Cancer

J. Pérez, F. Henriques, R. Santaolaya, O. Fragoso and A. Mexicano

Ch Chapter 2 Application of Decomposition Methods in the Filtering of Event-Related Potentials

Kostas Michalopoulos, Vasiliki Iordanidou and Michalis Zervakis

Ch Chapter 3 EEG Features as Biomarkers for Discrimination of Preictal States

Alkiviadis Tsimpiris and Dimitris Kugiumtzis

Ch Chapter 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 and Panos M. Pardalos

Ch Chapter 5 Classification of Tree and Network Topology Structures in Medical Images

Angeliki Skoura, Vasileios Megalooikonomou, Athanasios Diamantopoulos, George C. Kagadis and Dimitrios Karnabatidis

Ch Chapter 6 A Framework for Multimodal Imaging Biomarker Extraction with Application to Brain MRI

Kostas Marias, Vangelis Sakkalis and Norbert Graf

Ch Chapter 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 and Ioannis Tsougos

Ch Chapter 8 Data Mining for Cancer Biomarkers with Raman Spectroscopy

Michael B. Fenn and Vijay Pappu

Ch Chapter 9 Nonlinear Recognition Methods for Oncological Pathologies

Gregorio Patrizi, Vincenzo Pietropaolo, Antonella Carbone, Renato Leone, Laura Giacomo, Valentina Losacco and Giacomo Patrizi

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DOI: 10.1007/978-1-4614-2107-8

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