| Description |
1 online resource |
| Series |
Fields Institute communications, 1069-5265 ; v. 63 |
|
Fields Institute communications ; v. 63.
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| Contents |
Novel Biclustering Methods for Re-ordering Data Matrices / Peter A. DiMaggio Jr., Ashwin Subramani and Christodoulos A. Floudas -- Clustering Time Series Data with Distance Matrices / Onur Şeref and W. Art Chaovalitwongse -- Mathematical Models of Supervised Learning and Application to Medical Diagnosis / Roberta De Asmundis and Mario Rosario Guarracino -- Predictive Model for Early Detection of Mild Cognitive Impairment and Alzheimer's Disease / Eva K. Lee, Tsung-Lin Wu, Felicia Goldstein and Allan Levey -- Strategies for Bias Reduction in Estimation of Marginal Means with Data Missing at Random / Baojiang Chen and Richard J. Cook -- Cardiovascular Informatics: A Perspective on Promises and Challenges of IVUS Data Analysis / Ioannis A. Kakadiaris and E. Gerardo Mendizabal Ruiz -- An Introduction to the Analysis of Functional Magnetic Resonance Imaging Data / Gianluca Gazzola, Chun-An Chou, Myong K. Jeong and W. Art Chaovalitwongse -- Sensory Neuroprostheses: From Signal Processing and Coding to Neural Plasticity in the Central Nervous System / Fivos Panetsos, Abel Sanchez-Jimenez and Celia Herrera-Rincon -- EEG Based Biomarker Identification Using Graph-Theoretic Concepts: Case Study in Alcoholism / Vangelis Sakkalis and Konstantinos Marias -- Maximal Connectivity and Constraints in the Human Brain / Roman V. Belavkin |
| Summary |
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 |
| Analysis |
Medical records -- Data processing |
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Data mining |
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Mathematical optimization |
|
wiskunde |
|
mathematics |
|
optimalisatie |
|
optimization |
|
engineering |
|
biochemie |
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biochemistry |
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gezondheid |
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health |
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informatica |
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informatics |
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datamining |
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Mathematics (General) |
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Wiskunde (algemeen) |
| Bibliography |
Includes bibliographical references |
| Subject |
Mathematical analysis.
|
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Bioinformatics -- Mathematics
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Medicine -- Data processing -- Mathematics
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Statistics.
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Medical Informatics
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Statistics as Topic
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statistics.
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MATHEMATICS -- Calculus.
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MATHEMATICS -- Mathematical Analysis.
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Análisis matemático
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Medicina -- Datos-Tratamiento
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Estadística
|
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Informática-Aplicaciones en biología -- Matemáticas
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Bioinformatics
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| Form |
Electronic book
|
| Author |
Pardalos, P. M. (Panos M.), 1954-
|
|
Coleman, Thomas F. (Thomas Frederick), 1950-
|
|
Xanthopoulos, Petros.
|
| ISBN |
9781461441335 |
|
1461441331 |
|
9781461441328 |
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1461441323 |
|
