rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Optimization and Data Analysis in Biomedical Informatics
  name:
    name part: Pardalos, Panos M.
    role:
      role term: editor.
  name:
    name part: Coleman, Thomas F.
    role:
      role term: editor.
  name:
    name part: Xanthopoulos, Petros.
    role:
      role term: editor.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: xxu
    date issued: 2012
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: VIII, 200 p. online resource.
  abstract: 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.
  table of 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).
  note: edited by Panos M. Pardalos, Thomas F. Coleman, Petros Xanthopoulos.
  subject:
    topic: Mathematics
  subject:
    topic: Biochemical engineering
  subject:
    topic: Health informatics
  subject:
    topic: Data mining
  subject:
    topic: Mathematical optimization
  subject:
    topic: Mathematics
  subject:
    topic: Optimization
  subject:
    topic: Data Mining and Knowledge Discovery
  subject:
    topic: Health Informatics
  subject:
    topic: Biochemical Engineering
  classification: QA402.5-402.6
  classification: 519.6
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Fields Institute Communications, 63
  identifier: 9781461441335
  identifier: http://dx.doi.org/10.1007/978-1-4614-4133-5
  record info:
    record creation date: 120814
    record change date: 20151125192433.0
    record identifier: 978-1-4614-4133-5