000			02314cam a22003494a 4500
001			16045269
003			OSt
005			20180309134728.0
008			100106s2010 paup b 001 0 eng
010			_a 2009053483
020			_a9781615207237 (h/c)
035			_a(DNLM)101522221
040			_aDNLM/DLC _cDLC
042			_apcc
050	0	0	_aR853.O87 _bC37 2010
082	0	0	_a362.1 _222
245	0	0	_aCases on health outcomes and clinical data mining : _bstudies and frameworks / _cPatricia Cerrito, editor.
260			_aHershey, PA : _bMedical Information Science Reference, _cc2010.
300			_axx, 443 p. : _bill. ; _c28 cm.
504			_aIncludes bibliographical references (p. 420-433) and index.
505	0		_aIntroduction to data mining methodology to investigate health outcomes -- Data mining to examine the treatment of osteomyelitis -- Outcomes research in cardiovascular procedures -- Outcomes research in the treatment of asthma -- Analysis of breast cancer and surgery as treatment options -- Data mining and analysis of lung cancer -- Outcomes research in physical therapy -- Analyzing the relationship between diagnosis and the cost of diabetic patients -- An example of defining patient compliance -- Outcomes research in gastrointestinal treatment -- Outcomes research in hydrocephalus treatment -- Analyzing problems of childhood and adolescence -- Healthcare delivery in a hospital emergency department -- Utilization of the emergency department -- Physician prescribing practices -- Cost models with prominent outliers -- The relationship between sleep apnea and cognitive functioning.
520			_a"Because so much data is now becoming readily available to investigate health outcomes, it is important to examine just how statistical models are used to do this. This book studies health outcomes research using data mining techniques"--Provided by publisher.
650		0	_aOutcome assessment (Medical care)
650		0	_aData mining.
650	1	2	_aOutcome Assessment (Health Care)
650	2	2	_aData Mining _xmethods.
650	2	2	_aModels, Statistical.
700	1		_aCerrito, Patricia B.
906			_a7 _bcbc _corignew _d1 _eecip _f20 _gy-gencatlg
942			_2nlm _cBK
999			_c10205 _d10205