MARC Record from Library of Congress

LEADER: 03654nam a22003497a 4500
001 2012405594
003 DLC
005 20120717111505.0
008 120410s2011 maua b 001 0 eng
010 $a 2012405594
016 7 $a101550950$2DNLM
016 7 $a015718341$2Uk
020 $a9781608070947 (hbk.)
020 $a1608070948 (hbk.)
035 $a(OCoLC)ocn693522315
040 $aNLM$cNLM$dNLE$dJHE$dIXA$dYDXCP$dCDX$dFDA$dUKMGB$dDEBBG$dDLC
042 $anlmcopyc$alccopycat
050 00 $aR858$b.Z35 2011
060 00 $a2011 A-326
060 10 $aW 26.55.D2
082 04 $a610.285$222
100 1 $aZaleski, John.
245 10 $aMedical device data and modeling for clinical decision making /$cJohn R. Zaleski.
260 $aBoston :$bArtech House,$cc2011.
300 $axii, 344 p. :$bill. ;$c26 cm.
490 1 $aArtech House series : bioinformatics & biomedical imaging
504 $aIncludes bibliographical references (p. 331-334) and index.
505 0 $aIntroduction to physiological modeling in medicine : a survey of existing methods, approaches, and trends. Overview ; The art of modeling and prediction ; Why model? ; Multivariate models and model complexity ; Clinical informatics and meaningful use ; Types of models ; Stochastic modeling and Monte Carlo simulation ; Guidelines and protocols ; Summary -- Simulation and modeling techniques. simulating physical systems ; Introduction to Monte Carlo simulation ; Introduction to discrete event simulation models ; Deterministic mathematical models ; Probability and statistics ; Sensitivity, specifity and confidence intervals ; Chi-square tests ; The concept of x² and the assignment problem ; Other applications of optimal assignment methodologies ; Noise and error representation ; Queuing theory deep dive and examples ; Summary -- Introduction to automatic control systems theory and applications. State space modeling ; Controllability and observability ; The feedback control loop ; System stability ; Techniques for representing physical phenomena -- Physical system modeling and state representation. Fluid mechanics applications ; Electrical signal and circuit analogs to physical systems ; Simplified physiological systems modeling -- Medical device data measurement, interoperability, interfacing, and analysis. Types of medical devices used for physiological measurement ; Medical device interfaces, standards, and interoperability initiatives ; Medical device data collection, validation, and clinical use ; Biomedical device interoperability and the electronic medical record ; Associating biomedical device data with patients ; Spatial-temporal modeling of medical device data ; Biomedical data storage and retrieval ; Applying wavelet transforms to biomedical device data ; Summary -- Systems modeling example applications. Modeling to assist diagnosis and treatment ; Clinical workflow and decision support ; Systems modeling and integration ; Integrating clinical decision support systems within clinical information systems ; Summary -- Modeling benefits, cautions, and future work -- Appendix. Monte Carlo simulation : computing [pi] ; Monte Carlo simulation : stereo viewing covariance model ; Optimal assignment algorithm ; Simple discrete event model ; Gaussian random number generation ; Poisson and exponentially distributed random numbers ; Java applet plotter ; Kalman filter ; Line plotter ; Control systems modeling : spring mass response to step function.
650 0 $aMedical informatics.
650 12 $aDecision Support Techniques.
650 12 $aMedical Informatics$xmethods.
830 0 $aArtech House bioinformatics & biomedical imaging series.