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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)
Resource Information
The item Optimization and data analysis in biomedical informatics, Panos M. Pardalos, Thomas F. Coleman, Petros Xanthopoulos, editors, (electronic resource) represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in Boston University Libraries.This item is available to borrow from all library branches.
Resource Information
The item Optimization and data analysis in biomedical informatics, Panos M. Pardalos, Thomas F. Coleman, Petros Xanthopoulos, editors, (electronic resource) represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in Boston University Libraries.
This item is available to borrow from all library branches.
 Contributor

 Coleman, Thomas F., (Thomas Frederick), 1950
 Xanthopoulos, Petros
 Coleman, Thomas F., (Thomas Frederick), 1950
 Pardalos, P. M., (Panos M.), 1954
 Coleman, Thomas F., (Thomas Frederick), 1950
 Xanthopoulos, Petros
 Pardalos, P. M., (Panos M.), 1954
 Pardalos, P. M., (Panos M.), 1954
 SpringerLink
 Xanthopoulos, Petros
 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 stateoftheart 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
 Language
 eng
 Extent
 1 online resource.
 Contents

 Preface
 Novel Biclustering Methods for ReOrdering 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. SanchezJimenez, C. HerreraRincon)
 EEG Based Biomarker Identification Using GraphTheoretic Concepts: Case Study in Alcoholism (V. Sakkalis, K. Marias)
 Maximal Connectivity and Constraints in the Human Brain (R.V. Belavkin)
 Isbn
 9781461441328
 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

 Coleman, Thomas F., (Thomas Frederick), 1950
 Xanthopoulos, Petros
 Coleman, Thomas F., (Thomas Frederick), 1950
 Pardalos, P. M., (Panos M.), 1954
 Coleman, Thomas F., (Thomas Frederick), 1950
 Xanthopoulos, Petros
 Pardalos, P. M., (Panos M.), 1954
 Pardalos, P. M., (Panos M.), 1954
 SpringerLink
 Xanthopoulos, Petros
 Subject

 Mathematical analysis
 Mathematical analysis
 Electronic books
 Medicine  Data processing  Mathematics
 Medical Informatics
 Medicine  Data processing  Mathematics
 Statistics as Topic
 Medical Informatics
 Mathematical optimization.
 Bioinformatics  Mathematics
 Medical records  Data processing.
 Bioinformatics
 Electronic resources
 MATHEMATICS / Calculus
 Statistics as Topic
 MATHEMATICS / Mathematical Analysis
 Bioinformatics  Mathematics
 Bioinformatics  Mathematics
 Mathematical analysis
 Medicine  Data processing  Mathematics
 Data mining.
 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 stateoftheart 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
 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)
 Antecedent source
 mixed
 Bibliography note
 Includes bibliographical references
 Color
 not applicable
 Contents
 Preface  Novel Biclustering Methods for ReOrdering 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. SanchezJimenez, C. HerreraRincon)  EEG Based Biomarker Identification Using GraphTheoretic 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
 10695265
 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)
 Antecedent source
 mixed
 Bibliography note
 Includes bibliographical references
 Color
 not applicable
 Contents
 Preface  Novel Biclustering Methods for ReOrdering 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. SanchezJimenez, C. HerreraRincon)  EEG Based Biomarker Identification Using GraphTheoretic 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
 10695265
 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
Subject
 Bioinformatics
 Bioinformatics  Mathematics
 Bioinformatics  Mathematics
 Bioinformatics  Mathematics
 Data mining.
 Electronic books
 Electronic resources
 MATHEMATICS / Calculus
 MATHEMATICS / Mathematical Analysis
 Mathematical analysis
 Mathematical analysis
 Mathematical analysis
 Mathematical optimization.
 Medical Informatics
 Medical Informatics
 Medical records  Data processing.
 Medicine  Data processing  Mathematics
 Medicine  Data processing  Mathematics
 Medicine  Data processing  Mathematics
 Statistics as Topic
 Statistics as Topic
Genre
Member of
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