Chapter 1 Data Mining Strategies Applied in Brain Injury Models

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

Chapter 3 EEG Features as Biomarkers for Discrimination of Preictal States

Chapter 4 Using Relative Power Asymmetry as a Biomarker for Classifying Psychogenic Nonepileptic Seizure and Complex Partial Seizure Patients

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

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

Chapter 7 A Statistical Diagnostic Decision Support Tool Using Magnetic Resonance Spectroscopy Data

Chapter 8 Data Mining for Cancer Biomarkers with Raman Spectroscopy

Chapter 9 Nonlinear Recognition Methods for Oncological Pathologies

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

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

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