The Resource Optimization and data analysis in biomedical informatics, Panos M. Pardalos, Thomas F. Coleman, Petros Xanthopoulos, editors, (electronic resource)

Optimization and data analysis in biomedical informatics, Panos M. Pardalos, Thomas F. Coleman, Petros Xanthopoulos, editors, (electronic resource)

Label
Optimization and data analysis in biomedical informatics
Title
Optimization and data analysis in biomedical informatics
Statement of responsibility
Panos M. Pardalos, Thomas F. Coleman, Petros Xanthopoulos, editors
Contributor
Provider
Subject
Genre
Language
eng
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
Member of
Cataloging source
GW5XE
Image bit depth
0
LC call number
QA300
LC item number
.O68 2012
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorDate
  • 1954-
  • 1950-
http://library.link/vocab/relatedWorkOrContributorName
  • SpringerLink
  • Pardalos, P. M.
  • Coleman, Thomas F.
  • Xanthopoulos, Petros
Series statement
Fields Institute Communications,
Series volume
63
http://library.link/vocab/subjectName
  • Mathematical analysis
  • Bioinformatics
  • Medicine
  • MATHEMATICS / Calculus
  • MATHEMATICS / Mathematical Analysis
  • Medical Informatics
  • Statistics as Topic
  • Bioinformatics
Label
Optimization and data analysis in biomedical informatics, Panos M. Pardalos, Thomas F. Coleman, Petros Xanthopoulos, editors, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references
Color
not applicable
Contents
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. Şeref, 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)
Dimensions
unknown
Extent
1 online resource.
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9781461441328
Issn
1069-5265
Level of compression
uncompressed
Other control number
9786613936219
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
Stock number
393621
System control number
  • (OCoLC)808482513
  • (OCoLC)ocn808482513
Label
Optimization and data analysis in biomedical informatics, Panos M. Pardalos, Thomas F. Coleman, Petros Xanthopoulos, editors, (electronic resource)
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references
Color
not applicable
Contents
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. Şeref, 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)
Dimensions
unknown
Extent
1 online resource.
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9781461441328
Issn
1069-5265
Level of compression
uncompressed
Other control number
9786613936219
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
Stock number
393621
System control number
  • (OCoLC)808482513
  • (OCoLC)ocn808482513

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