Data Mining for Biomarker Discovery

ISBN: 978-1-4614-2106-1 (Print) 978-1-4614-2107-8 (Online)

Table of contents (13 chapters)

  1. Front Matter

    Pages i-xiv

  2. No Access

    Book Chapter

    Pages 1-13

    Data Mining Strategies Applied in Brain Injury Models

  3. No Access

    Book Chapter

    Pages 15-29

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

  4. No Access

    Book Chapter

    Pages 31-56

    EEG Features as Biomarkers for Discrimination of Preictal States

  5. No Access

    Book Chapter

    Pages 57-77

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

  6. No Access

    Book Chapter

    Pages 79-90

    Classification of Tree and Network Topology Structures in Medical Images

  7. No Access

    Book Chapter

    Pages 91-116

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

  8. No Access

    Book Chapter

    Pages 117-142

    A Statistical Diagnostic Decision Support Tool Using Magnetic Resonance Spectroscopy Data

  9. No Access

    Book Chapter

    Pages 143-168

    Data Mining for Cancer Biomarkers with Raman Spectroscopy

  10. No Access

    Book Chapter

    Pages 169-185

    Nonlinear Recognition Methods for Oncological Pathologies

  11. No Access

    Book Chapter

    Pages 187-197

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

  12. No Access

    Book Chapter

    Pages 199-212

    Modelling of Oral Cancer Progression Using Dynamic Bayesian Networks

  13. No Access

    Book Chapter

    Pages 213-226

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

  14. No Access

    Book Chapter

    Pages 227-246

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