Optimization and data analysis in biomedical informatics
This volume covers some of the topics that are related to the rapidly growing field of biomedical informatics. In June 11 12, 2010 a workshop entitled Optimization and Data Analysis in Biomedical Informatics was organized at The Fields Institute. Following this event, invited contributions were gath...
Guardado en:
| Autor principal: | |
|---|---|
| Otros Autores: | , , , |
| Formato: | Livre numérique |
| Lenguaje: | Anglais |
| Publicado: |
New York, NY :
Springer New York
[20..].
Cham : Springer Nature |
| Edición: | 1st ed. 2012. |
| Colección: | Fields Institute Communications
63 |
| Acceso en línea: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Nota: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Optimization and Data Analysis in Biomedical Informatics, Texte imprimé, 9781461441328 • Optimization and Data Analysis in Biomedical Informatics, Texte imprimé, 9781461441342 • Optimization and Data Analysis in Biomedical Informatics, Texte imprimé, 9781489999665 • Optimization and Data Analysis in Biomedical Informatics, Texte imprimé, 9781461441328 |
Tabla de Contenidos:
- Preface Novel Biclustering Methods for Re-Ordering Data Matrices (P.A. DiMaggio Jr., A. Subramani, C.A. Floudas) Clustering Time Series Data with Distance Matrices (O. —Seref, W.A. Chaovalitwongse) Mathematical Models of Supervised Learning and Application to Medical Diagnosis (R. De Asmundis, M.R. Guarracino) Predictive Model for Early Detection of Mild Cognitive Impairment and Alzheimer s Disease (E.K. Lee, T.-L. Wu, F. Goldstein, A. Levey) Strategies for Bias Reduction in Estimation of Marginal Means with Data Missing at Random (B. Chen, R.J. Cook) Cardiovascular Informatics: A Perspective on Promises and Challenges of IVUS Data Analysis (I.A. Kakadiaris, E.G.M. Ruiz) An Introduction to the Analysis of Functional Magnetic Resonance Imaging Data (G. Gazzola, C.-A. Chou, M.K. Jeong, W.A. Chaovalitwongse) Sensory Neuroprostheses: From Signal Processing and Coding to Neural Plasticity in the Central Nervous System (F. Panetsos, A. Sanchez-Jimenez, C. Herrera-Rincon) EEG Based Biomarker Identification Using Graph-Theoretic Concepts: Case Study in Alcoholism (V. Sakkalis, K. Marias) Maximal Connectivity and Constraints in the Human Brain (R.V. Belavkin).