Using filtered forecasting techniques to determine personalized monitoring schedules for patients with open-angle glaucoma

Ophthalmology

Volumn 121, Issue 8, 2014, Pages 1539-1546

  Schell, Greggory J ^a   Lavieri, Mariel S ^a   Helm, Jonathan E ^b   Liu, Xiang ^a   Musch, David C ^c,d   Van Oyen, Mark P ^a   Stein, Joshua D ^c  

^a UNIVERSITY OF MICHIGAN   (United States)

^b INDIANA UNIVERSITY   (United States)

^c UNIVERSITY OF MICHIGAN MEDICAL SCHOOL   (United States)

^d UNIVERSITY OF MICHIGAN SCHOOL OF PUBLIC HEALTH   (United States)

Author keywords

Abbreviations and Acronyms; Advanced Glaucoma Intervention Study; AGIS; CI; CIGTS; Collaborative Initial Glaucoma Treatment Study; confidence interval; HAP; Hodapp Anderson Parrish; intraocular pressure; IOP; MD; mean deviation; OAG; open angle glaucoma; pattern standard deviation; PSD; Time to Next Test; TNT; VF; visual field

Indexed keywords

ADULT; ALGORITHM; ARTICLE; COMPARATIVE STUDY; DELAYED DIAGNOSIS; DISEASE COURSE; FEMALE; FORECASTING; HUMAN; INTRAOCULAR PRESSURE; KALMAN FILTER; LOGISTIC REGRESSION ANALYSIS; MAJOR CLINICAL STUDY; MALE; OPEN ANGLE GLAUCOMA; PATIENT MONITORING; PERIMETRY; PERSONALIZED MEDICINE; PREDICTION; PRIORITY JOURNAL; STATISTICAL ANALYSIS; STATISTICAL MODEL; TONOMETRY; FOLLOW UP; GLAUCOMA, OPEN-ANGLE; HOSPITAL MANAGEMENT; MIDDLE AGED; OCULOPLETHYSMOGRAPHY; PATHOPHYSIOLOGY; PHYSIOLOGY; SENSITIVITY AND SPECIFICITY; VALIDATION STUDY; VISION DISORDERS; VISUAL FIELD;

ALGORITHMS; APPOINTMENTS AND SCHEDULES; DISEASE PROGRESSION; FEMALE; FOLLOW-UP STUDIES; FORECASTING; GLAUCOMA, OPEN-ANGLE; HUMANS; INDIVIDUALIZED MEDICINE; INTRAOCULAR PRESSURE; MALE; MIDDLE AGED; MODELS, STATISTICAL; SENSITIVITY AND SPECIFICITY; TONOMETRY, OCULAR; VISION DISORDERS; VISUAL FIELD TESTS; VISUAL FIELDS;

EID: 84905441147     PISSN: 01616420     EISSN: 15494713     Source Type: Journal    
DOI: 10.1016/j.ophtha.2014.02.021     Document Type: Article

References (13)

1. A.M. Fremont, P.P. Lee, and C.M. Mangione et al. Patterns of care for open-angle glaucoma in managed care Arch Ophthalmol 121 2003 777 783
2. S.L. Mansberger, and G.A. Cioffi The probability of glaucoma from ocular hypertension determined by ophthalmologists in comparison to a risk calculator J Glaucoma 15 2006 426 431
3. S.L. Mansberger, F.A. Medeiros, and M. Gordon Diagnostic tools for calculation of glaucoma risk Surv Ophthalmol 53 Suppl 2008 S11 S16
4. R.E. Kalman A new approach to linear filtering and prediction problems J Basic Eng 82 1960 35 45 Available at: http://www.cs.unc.edu/∼welch/kalman/ kalmanPaper.html Accessed January 25, 2014
5. Kuure-Kinsey M, Palerm CC, Bequette BW. A dual-rate Kalman filter for continuous glucose monitoring. In: 28th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Piscataway, NJ: IEEE Service Center; 2006:63-66.
6. M.S. Lavieri, M.L. Puterman, S. Tyldesley, and W.J. Morris When to treat prostate cancer patients based on their PSA dynamics IEEE Trans Healthc Syst Eng 2 2012 62 77
7. D.C. Musch, P.R. Lichter, K.E. Guire, C.L. Standardi, and CIGTS Study Group The Collaborative Initial Glaucoma Treatment Study: study design, methods, and baseline characteristics of enrolled patients Ophthalmology 106 1999 653 662
8. D.C. Musch, B.W. Gillespie, P.R. Lichter CIGTS Study Investigators Visual field progression in the Collaborative Initial Glaucoma Treatment Study: the impact of treatment and other baseline factors Ophthalmology 116 2009 200 207
9. F. Ederer, D.E. Gaasterland, E.K. Sulivan, and AGIS Investigators The Advanced Glaucoma Intervention Study (AGIS): 1. Study design and methods and baseline characteristics of study patients Control Clin Trials 15 1994 299 325
10. K. Nouri-Mahdavi, D. Hoffman, and A.L. Coleman et al. Predictive factors for glaucomatous visual field progression in the Advanced Glaucoma Intervention Study Ophthalmology 111 2004 1627 1635
11. E. Hodapp, R.K. Parrish II, and D.R. Anderson Follow-up of primary open-angle glaucoma E. Hodapp, R.K. Parrish II D.R. Anderson, Clinical Decisions in Glaucoma 1993 Mosby St. Louis, MO 84 125
12. O. Brovko, D.M. Wiberg, L. Arena, and J.W. Bellville The extended Kalman filter as a pulmonary blood flow estimator Automatica (Oxf) 17 1981 213 220
13. J. McNames, and M. Aboy Statistical modeling of cardiovascular signals and parameter estimation based on the extended Kalman filter IEEE Trans Biomed Eng 55 2008 119 129