000 04090nam a22005295i 4500
001 978-1-4614-4133-5
003 DE-He213
005 20140220083249.0
007 cr nn 008mamaa
008 120814s2012 xxu| s |||| 0|eng d
020 _a9781461441335
_9978-1-4614-4133-5
024 7 _a10.1007/978-1-4614-4133-5
_2doi
050 4 _aQA402.5-402.6
072 7 _aPBU
_2bicssc
072 7 _aMAT003000
_2bisacsh
082 0 4 _a519.6
_223
100 1 _aPardalos, Panos M.
_eeditor.
245 1 0 _aOptimization and Data Analysis in Biomedical Informatics
_h[electronic resource] /
_cedited by Panos M. Pardalos, Thomas F. Coleman, Petros Xanthopoulos.
264 1 _aNew York, NY :
_bSpringer New York :
_bImprint: Springer,
_c2012.
300 _aVIII, 198 p. 40 illus., 28 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aFields Institute Communications,
_x1069-5265 ;
_v63
505 0 _aPreface -- 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).
520 _aThis 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.
650 0 _aMathematics.
650 0 _aBiochemical engineering.
650 0 _aMedical records
_xData processing.
650 0 _aData mining.
650 0 _aMathematical optimization.
650 1 4 _aMathematics.
650 2 4 _aOptimization.
650 2 4 _aData Mining and Knowledge Discovery.
650 2 4 _aHealth Informatics.
650 2 4 _aBiochemical Engineering.
700 1 _aColeman, Thomas F.
_eeditor.
700 1 _aXanthopoulos, Petros.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9781461441328
830 0 _aFields Institute Communications,
_x1069-5265 ;
_v63
856 4 0 _uhttp://dx.doi.org/10.1007/978-1-4614-4133-5
912 _aZDB-2-SMA
999 _c101483
_d101483