Book Volume 63 2012

Optimization and Data Analysis in Biomedical Informatics

ISBN: 978-1-4614-4132-8 (Print) 978-1-4614-4133-5 (Online)

Table of contents (10 chapters)

  1. Front Matter

    Pages i-viii

  2. Chapter

    Pages 1-39

    Novel Biclustering Methods for Re-ordering Data Matrices

  3. Chapter

    Pages 41-66

    Clustering Time Series Data with Distance Matrices

  4. Chapter

    Pages 67-81

    Mathematical Models of Supervised Learning and Application to Medical Diagnosis

  5. Chapter

    Pages 83-97

    Predictive Model for Early Detection of Mild Cognitive Impairment and Alzheimer’s Disease

  6. Chapter

    Pages 99-115

    Strategies for Bias Reduction in Estimation of Marginal Means with Data Missing at Random

  7. Chapter

    Pages 117-130

    Cardiovascular Informatics: A Perspective on Promises and Challenges of IVUS Data Analysis

  8. Chapter

    Pages 131-151

    An Introduction to the Analysis of Functional Magnetic Resonance Imaging Data

  9. Chapter

    Pages 153-169

    Sensory Neuroprostheses: From Signal Processing and Coding to Neural Plasticity in the Central Nervous System

  10. Chapter

    Pages 171-189

    EEG Based Biomarker Identification Using Graph-Theoretic Concepts: Case Study in Alcoholism

  11. Chapter

    Pages 191-198

    Maximal Connectivity and Constraints in the Human Brain