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...

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Détails bibliographiques
Auteur principal: Pardalos, Panos M.
Autres auteurs: Coleman, Thomas F. (Éditeur intellectuel), Xanthopoulos, Petros (Éditeur intellectuel, Directeur de la publication), Pardalos, Panos M., 1954- (Directeur de la publication), Coleman, Thomas Frederick, 1950-2021 (Directeur de la publication)
Format: Livre numérique
Langue:Anglais
Publié: New York, NY : Springer New York [20..].
Cham : Springer Nature
Édition:1st ed. 2012.
Collection:Fields Institute Communications 63
Accès en ligne:Accès sur la plateforme de l'éditeur
Accès sur la plateforme Istex
Accès Université d'Orléans
Accès INSA CVL
Note: 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
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505 1 |a 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). 
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520 |a 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 gathered based on the talks presented at the workshop, and additional invited chapters were solicited from leading experts. In this publication, the authors share their expertise in the form of state-of-the-art research and review chapters, bringing together researchers from different disciplines and emphasizing the value of mathematical methods in the areas of clinical sciences. This work is targeted to applied mathematicians, computer scientists, industrial engineers, and clinical scientists who are interested in exploring emerging and fascinating interdisciplinary topics of research. It is designed to further stimulate and enhance fruitful collaborations between scientists from different disciplines. 
700 1 |a Coleman, Thomas F.  |4 edt 
700 1 |a Xanthopoulos, Petros.  |4 edt 
700 1 |a Pardalos, Panos M.,  |d 1954-  |4 pbd 
700 1 |a Coleman, Thomas Frederick,  |d 1950-2021.  |4 pbd 
700 1 |a Xanthopoulos, Petros.  |4 pbd 
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