The Resource Optimization and Data Analysis in Biomedical Informatics, edited by Panos M. Pardalos, Thomas F. Coleman, Petros Xanthopoulos, (electronic resource)

Optimization and Data Analysis in Biomedical Informatics, edited by Panos M. Pardalos, Thomas F. Coleman, Petros Xanthopoulos, (electronic resource)

Label
Optimization and Data Analysis in Biomedical Informatics
Title
Optimization and Data Analysis in Biomedical Informatics
Statement of responsibility
edited by Panos M. Pardalos, Thomas F. Coleman, Petros Xanthopoulos
Contributor
Editor
Editor
Subject
Language
  • eng
  • 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
Dewey number
  • 570.285
  • 610.285
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsedt
  • rpbZrebOiSk
  • HR-J4mz7sQc
  • 8btZRejQm8I
Language note
English
LC call number
QA402.5-402.6
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Pardalos, Panos M.
  • Coleman, Thomas F.
  • Xanthopoulos, Petros.
Series statement
Fields Institute Communications,
Series volume
63
http://library.link/vocab/subjectName
  • Mathematical optimization
  • Data mining
  • Medical records
  • Biochemical engineering
  • Optimization
  • Data Mining and Knowledge Discovery
  • Health Informatics
  • Biochemical Engineering
Label
Optimization and Data Analysis in Biomedical Informatics, edited by Panos M. Pardalos, Thomas F. Coleman, Petros Xanthopoulos, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
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
Edition
1st ed. 2012.
Extent
1 online resource (199 p.)
Form of item
online
Isbn
9781461441335
Media category
computer
Media type code
  • c
Other control number
10.1007/978-1-4614-4133-5
Specific material designation
remote
System control number
  • (CKB)2560000000090387
  • (EBL)994251
  • (OCoLC)809770802
  • (SSID)ssj0000738627
  • (PQKBManifestationID)11466531
  • (PQKBTitleCode)TC0000738627
  • (PQKBWorkID)10792162
  • (PQKB)10600014
  • (DE-He213)978-1-4614-4133-5
  • (MiAaPQ)EBC994251
  • (EXLCZ)992560000000090387
Label
Optimization and Data Analysis in Biomedical Informatics, edited by Panos M. Pardalos, Thomas F. Coleman, Petros Xanthopoulos, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
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
Edition
1st ed. 2012.
Extent
1 online resource (199 p.)
Form of item
online
Isbn
9781461441335
Media category
computer
Media type code
  • c
Other control number
10.1007/978-1-4614-4133-5
Specific material designation
remote
System control number
  • (CKB)2560000000090387
  • (EBL)994251
  • (OCoLC)809770802
  • (SSID)ssj0000738627
  • (PQKBManifestationID)11466531
  • (PQKBTitleCode)TC0000738627
  • (PQKBWorkID)10792162
  • (PQKB)10600014
  • (DE-He213)978-1-4614-4133-5
  • (MiAaPQ)EBC994251
  • (EXLCZ)992560000000090387

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