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Items: 19

1.

Application of support vector machine for prediction of medication adherence in heart failure patients.

Son YJ, Kim HG, Kim EH, Choi S, Lee SK.

Healthc Inform Res. 2010 Dec;16(4):253-9. doi: 10.4258/hir.2010.16.4.253. Epub 2010 Dec 31.

2.

A systematic review of barriers to medication adherence in the elderly: looking beyond cost and regimen complexity.

Gellad WF, Grenard JL, Marcum ZA.

Am J Geriatr Pharmacother. 2011 Feb;9(1):11-23. doi: 10.1016/j.amjopharm.2011.02.004. Review.

3.

Support vector machine versus logistic regression modeling for prediction of hospital mortality in critically ill patients with haematological malignancies.

Verplancke T, Van Looy S, Benoit D, Vansteelandt S, Depuydt P, De Turck F, Decruyenaere J.

BMC Med Inform Decis Mak. 2008 Dec 5;8:56. doi: 10.1186/1472-6947-8-56.

5.

Predictors of adherence to statins for primary prevention.

Mann DM, Allegrante JP, Natarajan S, Halm EA, Charlson M.

Cardiovasc Drugs Ther. 2007 Aug;21(4):311-6.

PMID:
17665294
6.

Persistent depressive symptoms lower aspirin adherence after acute coronary syndromes.

Rieckmann N, Kronish IM, Haas D, Gerin W, Chaplin WF, Burg MM, Vorchheimer D, Davidson KW.

Am Heart J. 2006 Nov;152(5):922-7.

PMID:
17070160
7.

Correlates of medication knowledge and adherence: findings from the residency research network of South Texas.

Burge S, White D, Bajorek E, Bazaldua O, Trevino J, Albright T, Wright F, Cigarroa L.

Fam Med. 2005 Nov-Dec;37(10):712-8.

8.

Medication non-adherence in the elderly: how big is the problem?

Hughes CM.

Drugs Aging. 2004;21(12):793-811. Review.

PMID:
15382959
9.

Brief questions to identify patients with inadequate health literacy.

Chew LD, Bradley KA, Boyko EJ.

Fam Med. 2004 Sep;36(8):588-94.

10.

Medication adherence and associated hemoglobin A1c in type 2 diabetes.

Krapek K, King K, Warren SS, George KG, Caputo DA, Mihelich K, Holst EM, Nichol MB, Shi SG, Livengood KB, Walden S, Lubowski TJ.

Ann Pharmacother. 2004 Sep;38(9):1357-62. Epub 2004 Jul 6.

PMID:
15238621
11.

Health literacy and knowledge of chronic disease.

Gazmararian JA, Williams MV, Peel J, Baker DW.

Patient Educ Couns. 2003 Nov;51(3):267-75.

PMID:
14630383
12.

Logistic regression and artificial neural network classification models: a methodology review.

Dreiseitl S, Ohno-Machado L.

J Biomed Inform. 2002 Oct-Dec;35(5-6):352-9. Review.

PMID:
12968784
13.

Effect of number of medications on cardiovascular therapy adherence.

Shalansky SJ, Levy AR.

Ann Pharmacother. 2002 Oct;36(10):1532-9.

PMID:
12243601
14.
15.

Feature selection and classifier performance in computer-aided diagnosis: the effect of finite sample size.

Sahiner B, Chan HP, Petrick N, Wagner RF, Hadjiiski L.

Med Phys. 2000 Jul;27(7):1509-22.

16.

Patients with depression are less likely to follow recommendations to reduce cardiac risk during recovery from a myocardial infarction.

Ziegelstein RC, Fauerbach JA, Stevens SS, Romanelli J, Richter DP, Bush DE.

Arch Intern Med. 2000 Jun 26;160(12):1818-23.

PMID:
10871976
17.

Compliance with treatment regimens in chronic asymptomatic diseases.

Miller NH.

Am J Med. 1997 Feb 17;102(2A):43-9. Review.

PMID:
9217586
18.

Concurrent and predictive validity of a self-reported measure of medication adherence.

Morisky DE, Green LW, Levine DM.

Med Care. 1986 Jan;24(1):67-74.

PMID:
3945130
19.

Measuring the accuracy of diagnostic systems.

Swets JA.

Science. 1988 Jun 3;240(4857):1285-93. Review.

PMID:
3287615

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