000			02294nam a2200325Ia 4500
001			313090
005			20160527190835.0
008			130316s2010 paua b 001 0 eng
010			_a 2010006306
020			_a9781615209057 (h/c)
020			_a1615209050 (h/c)
035			_a(OCoLC)ocn540015684
040			_aDNLM/DLC _cDLC _dYDX _dBTCTA _dYDXCP _dNLM _dDLC
042			_apcc
050	0	0	_aR859.7.D36 _bC47 2010
060	1	0	_aW 26.55.I4 _bC6415 2010
082	0	0	_a610.285 _bC6413 _222
245	0	0	_aClinical data mining for physician decision making and investigating health outcomes _bmethods for prediction and analysis _cPatricia Cerrito, John Cerrito, editors.
260			_aHershey, PA _bMedical Information Science Reference _cc2010.
300			_axiv, 356 p. _bill. _c29 cm.
500			_a"Premier Reference Source" --Cover.
504			_aIncludes bibliographical references and index.
505	0		_aPreprocessing the data -- Errors and missing values in the dataset -- Introduction to the use of MEPS (medical expenditure panel survey) -- Preprocessing Medpar data -- Extracting data from the national inpatient sample -- Creating a one-to-one relationship in the data from a many-to-many -- Merging different datasets to allow for a complete analysis (inpatient, outpatient, physician visits, medications) -- Introduction to analysis using time components -- More survival data mining of multiple time of endpoints -- Using the data to define patient compliance -- Compression of diagnosis and procedure codes -- Comparisons of patient severity indices -- Decision trees and their development : use of data to determine the quality of care -- Example of diabetes using CMS data -- Example of breathing illness, asthma and COPD using MEPS data -- Example of wound care using Medpar data.
520			_a"This book shows how the investigation of healthcare databases can be used to examine physician decisions to develop evidence-based treatment guidelines that optimize patient outcomes"--Provided by publisher.
650		0	_aMedical informatics _9134402 _2Local
650		0	_aEvidence-Based Medicine _xData processing. _993893 _2Local
650		0	_aData mining _9215550 _2Local
700	1		_aCerrito, Patricia B. _9209099 _2Local
700	1		_aCerrito, John _d1954- _9209098 _2Local
999			_c230880 _d230880