Optimization and Data Analysis in Biomedical Informatics

1. Novel Biclustering Methods for Re-ordering Data Matrices
Peter A. DiMaggio, Ashwin Subramani, Christodoulos A. Floudas

2. Clustering Time Series Data with Distance Matrices
Onur Şeref, W. Art Chaovalitwongse

3. Mathematical Models of Supervised Learning and Application to Medical Diagnosis
Roberta Asmundis, Mario Rosario Guarracino

4. Predictive Model for Early Detection of Mild Cognitive Impairment and Alzheimer’s Disease
Eva K. Lee, Tsung-Lin Wu, Felicia Goldstein, Allan Levey

5. Strategies for Bias Reduction in Estimation of Marginal Means with Data Missing at Random
Baojiang Chen, Richard J. Cook

6. Cardiovascular Informatics: A Perspective on Promises and Challenges of IVUS Data Analysis
Ioannis A. Kakadiaris, E. Gerardo Mendizabal Ruiz

7. An Introduction to the Analysis of Functional Magnetic Resonance Imaging Data
Gianluca Gazzola, Chun-An Chou, Myong K. Jeong, W. Art Chaovalitwongse

8. Sensory Neuroprostheses: From Signal Processing and Coding to Neural Plasticity in the Central Nervous System
Fivos Panetsos, Abel Sanchez-Jimenez, Celia Herrera-Rincon

9. EEG Based Biomarker Identification Using Graph-Theoretic Concepts: Case Study in Alcoholism
Vangelis Sakkalis, Konstantinos Marias

10. Maximal Connectivity and Constraints in the Human Brain
Roman V. Belavkin

Keywords: Mathematics, Optimization, Data Mining and Knowledge Discovery, Health Informatics, Biochemical Engineering