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Optimising the use of electronic health records to estimate the incidence of rheumatoid arthritis in primary care: what information is hidden in free text?

Ford E, Nicholson A, Koeling R, Tate A, Carroll J, Axelrod L, Smith HE, Rait G, Davies KA, Petersen I, Williams T, Cassell JA.

BMC Med Res Methodol. 2013 Aug 21;13:105. doi: 10.1186/1471-2288-13-105.


Optimising use of electronic health records to describe the presentation of rheumatoid arthritis in primary care: a strategy for developing code lists.

Nicholson A, Ford E, Davies KA, Smith HE, Rait G, Tate AR, Petersen I, Cassell J.

PLoS One. 2013;8(2):e54878. doi: 10.1371/journal.pone.0054878. Epub 2013 Feb 22.


What evidence is there for a delay in diagnostic coding of RA in UK general practice records? An observational study of free text.

Ford E, Carroll J, Smith H, Davies K, Koeling R, Petersen I, Rait G, Cassell J.

BMJ Open. 2016 Jun 28;6(6):e010393. doi: 10.1136/bmjopen-2015-010393.


A systematic review of validated methods for identifying patients with rheumatoid arthritis using administrative or claims data.

Chung CP, Rohan P, Krishnaswami S, McPheeters ML.

Vaccine. 2013 Dec 30;31 Suppl 10:K41-61. doi: 10.1016/j.vaccine.2013.03.075. Review.


The descriptive epidemiology of rheumatoid arthritis in Catalonia: a retrospective study using routinely collected data.

Fina-Aviles F, Medina-Peralta M, Mendez-Boo L, Hermosilla E, Elorza JM, Garcia-Gil M, Ramos R, Bolibar B, Javaid MK, Edwards CJ, Cooper C, Arden NK, Prieto-Alhambra D.

Clin Rheumatol. 2016 Mar;35(3):751-7. doi: 10.1007/s10067-014-2801-1. Epub 2014 Oct 26.


An administrative data validation study of the accuracy of algorithms for identifying rheumatoid arthritis: the influence of the reference standard on algorithm performance.

Widdifield J, Bombardier C, Bernatsky S, Paterson JM, Green D, Young J, Ivers N, Butt DA, Jaakkimainen RL, Thorne JC, Tu K.

BMC Musculoskelet Disord. 2014 Jun 23;15:216. doi: 10.1186/1471-2474-15-216.


Rheumatoid arthritis in UK primary care: incidence and prior morbidity.

Rodríguez LA, Tolosa LB, Ruigómez A, Johansson S, Wallander MA.

Scand J Rheumatol. 2009 May-Jun;38(3):173-7. doi: 10.1080/03009740802448825.


Estimating the diagnostic accuracy of rheumatoid factor in UK primary care: a study using the Clinical Practice Research Datalink.

Miller A, Nightingale AL, Sammon CJ, Mahtani KR, Holt TA, McHugh NJ, Luqmani RA.

Rheumatology (Oxford). 2015 Oct;54(10):1882-9. doi: 10.1093/rheumatology/kev131. Epub 2015 Jun 8.


An algorithm to identify rheumatoid arthritis in primary care: a Clinical Practice Research Datalink study.

Muller S, Hider SL, Raza K, Stack RJ, Hayward RA, Mallen CD.

BMJ Open. 2015 Dec 23;5(12):e009309. doi: 10.1136/bmjopen-2015-009309.


The validity of the diagnosis of inflammatory arthritis in a large population-based primary care database.

Nielen MM, Ursum J, Schellevis FG, Korevaar JC.

BMC Fam Pract. 2013 Jun 7;14:79. doi: 10.1186/1471-2296-14-79.


How accurate are diagnoses for rheumatoid arthritis and juvenile idiopathic arthritis in the general practice research database?

Thomas SL, Edwards CJ, Smeeth L, Cooper C, Hall AJ.

Arthritis Rheum. 2008 Sep 15;59(9):1314-21. doi: 10.1002/art.24015.


A validation study of a new classification algorithm to identify rheumatoid arthritis using administrative health databases: case-control and cohort diagnostic accuracy studies. Results from the RECord linkage On Rheumatic Diseases study of the Italian Society for Rheumatology.

Carrara G, Scirè CA, Zambon A, Cimmino MA, Cerra C, Caprioli M, Cagnotto G, Nicotra F, Arfè A, Migliazza S, Corrao G, Minisola G, Montecucco C.

BMJ Open. 2015 Jan 28;5(1):e006029. doi: 10.1136/bmjopen-2014-006029.


The risk of pulmonary embolism and deep vein thrombosis in rheumatoid arthritis: a UK population-based outpatient cohort study.

Choi HK, Rho YH, Zhu Y, Cea-Soriano L, Aviña-Zubieta JA, Zhang Y.

Ann Rheum Dis. 2013 Jul;72(7):1182-7. doi: 10.1136/annrheumdis-2012-201669. Epub 2012 Aug 28.


The prevalence of rheumatoid arthritis in Estonia: an estimate based on rheumatology patients' database.

Otsa K, Tammaru M, Vorobjov S, Esko M, Pärsik E, Lang K.

Rheumatol Int. 2013 Apr;33(4):955-8. doi: 10.1007/s00296-012-2473-6. Epub 2012 Jul 26.


Data-driven identification of co-morbidities associated with rheumatoid arthritis in a large US health plan claims database.

Petri H, Maldonato D, Robinson NJ.

BMC Musculoskelet Disord. 2010 Oct 25;11:247. doi: 10.1186/1471-2474-11-247.


The freetext matching algorithm: a computer program to extract diagnoses and causes of death from unstructured text in electronic health records.

Shah AD, Martinez C, Hemingway H.

BMC Med Inform Decis Mak. 2012 Aug 7;12:88. doi: 10.1186/1472-6947-12-88.


Accuracy of Canadian health administrative databases in identifying patients with rheumatoid arthritis: a validation study using the medical records of rheumatologists.

Widdifield J, Bernatsky S, Paterson JM, Tu K, Ng R, Thorne JC, Pope JE, Bombardier C.

Arthritis Care Res (Hoboken). 2013 Oct;65(10):1582-91. doi: 10.1002/acr.22031.

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