Using machine learning to predict anticoagulation control in atrial fibrillation: a UK Clinical Practice Research Datalink study

Using machine learning to predict anticoagulation control in atrial fibrillation: a UK Clinical Practice Research Datalink study

<strong>Objective<br></strong> To investigate the predictive performance of machine learning (ML) algorithms for estimating anticoagulation control in patients with atrial fibrillation (AF) who are treated with warfarin. <br><strong> Methods<br></strong> Thi...

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Xehetasun bibliografikoak
Egile Nagusiak:	Gordon, J, Norman, M, Hurst, M, Mason, T, Dickerson, C, Sandler, B, Pollock, KG, Farooqui, U, Groves, L, Tsang, C, Clifton, D, Bakhai, A, Hill, NR
Formatua:	Journal article
Hizkuntza:	English
Argitaratua:	Elsevier 2021

Antzeko izenburuak

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nork: Hill, NR, et al.
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nork: Julia Snowball, et al.
Argitaratua: (2019-12-01)

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nork: Emma Maud Powell, et al.
Argitaratua: (2024-08-01)

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nork: Hill, NR, et al.
Argitaratua: (2019)

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nork: Hill, NR, et al.
Argitaratua: (2020)

Anticoagulant management in patients with atrial fibrillation.
nork: Fitzmaurice, D, et al.
Argitaratua: (2009)

New Insights into Anticoagulation in Atrial Fibrillation
nork: Xiaohan Fan, MD, et al.
Argitaratua: (2011-01-01)

Prevalence of oral anticoagulation in atrial fibrillation
nork: Eduardo Bartholomay, et al.
Argitaratua: (2014-09-01)

Satisfaction with oral anticoagulants in patients with atrial fibrillation
nork: Suárez Fernández C, et al.
Argitaratua: (2018-02-01)

The temporal context of oral anticoagulation outcome in atrial fibrillation
nork: Anke C. Fender, et al.
Argitaratua: (2022-06-01)

Prognostic model for atrial fibrillation after cardiac surgery: a UK cohort study
nork: Chung, S-C, et al.
Argitaratua: (2022)

Polypharmacy in atrial fibrillation: A prospective analysis of mortality and ischemic stroke using the Clinical Practice Research Datalink
nork: Natasha Slater, et al.
Argitaratua: (2024-02-01)

The Anticoagulation in Patients with Atrial Fibrillation: Rivaroxaban and Warfarin
nork: I. Yu. Koroleva, et al.
Argitaratua: (2016-11-01)

Algorithm for the Choice of Anticoagulant for Patients with Atrial Fibrillation
nork: Yu. P. Skirdenko, et al.
Argitaratua: (2020-05-01)

3021 Haemodialysis and atrial fibrillation anticoagulation decisions
nork: Stephen Bacchi, et al.
Argitaratua: (2024-08-01)

Atrial Fibrillation Ablation without Interruption of Anticoagulation
nork: Pasquale Santangeli, et al.
Argitaratua: (2011-01-01)

Secondary Precipitants of Atrial Fibrillation and Anticoagulation Therapy
nork: Darae Ko, et al.
Argitaratua: (2021-11-01)

MRI screening for chronic anticoagulation in atrial fibrillation
nork: Mark eFisher
Argitaratua: (2013-10-01)

Newer Anticoagulants for Non-Valvular Atrial Fibrillation
nork: Joseph M. Harburger, et al.
Argitaratua: (2012-05-01)

Sex Differences in Oral Anticoagulation Therapy in Patients Hospitalized With Atrial Fibrillation: A Nationwide Cohort Study
nork: Kuan Ken Lee, et al.
Argitaratua: (2023-03-01)

Underuse of anticoagulation for atrial fibrillation - are we failing our patients?
nork: Jones, N, et al.
Argitaratua: (2017)

A systematic review of economic aspects of service interventions to increase anticoagulation use in atrial fibrillation
nork: Jones, NR, et al.
Argitaratua: (2021)

Is percutaneous closure of the left atrial appendage comparable to anticoagulants for atrial fibrillation?
nork: Thomas Uslar, et al.
Argitaratua: (2015-08-01)

Atrial fibrillation – NICE 2021 update and the focus on anticoagulation
nork: Jones, N, et al.
Argitaratua: (2022)

CURRENT POSSIBILITIES OF ANTICOAGULANT THERAPY IN PATIENTS WITH ATRIAL FIBRILLATION
nork: M. Yu. Gilyarov, et al.
Argitaratua: (2015-10-01)

Anticoagulation therapy in atrial fibrillation after intracranial hemorrhage
nork: A. S. Gerasimenko, et al.
Argitaratua: (2021-05-01)

Challenges of anticoagulant treatment in atrial fibrillation with liver disease
nork: Alina Doina Nicoara, et al.
Argitaratua: (2024-10-01)

Anticoagulant therapy in catheter ablation of atrial fibrillation and flutter
nork: M. V. Serova, et al.
Argitaratua: (2021-09-01)

Atrial fibrillation, electroconvulsive therapy, stroke risk, and anticoagulation
nork: Meera Kapadia, et al.
Argitaratua: (2023-11-01)

Hematuria in anticoagulated patients with atrial fibrillation and urologic cancer
nork: Anne Gulbech Ording, et al.
Argitaratua: (2022-01-01)

Anticoagulation is necessary when indicated in patients with atrial fibrillation
nork: Elibet Chávez-González
Argitaratua: (2016-01-01)

Oral anticoagulant therapy for older patients with atrial fibrillation
nork: Mario Bo, et al.
Argitaratua: (2017-09-01)

Oral Anticoagulants in Patients with Atrial Fibrillation and Active Cancer
nork: Li-Ying Yu, et al.
Argitaratua: (2022-06-01)

Data on the use of oral anticoagulants in nonagenarians with atrial fibrillation
nork: Michela Giustozzi, et al.
Argitaratua: (2019-04-01)

The Influence of Socioeconomic Status on Selection of Anticoagulation for Atrial Fibrillation.
nork: Michelle Sholzberg, et al.
Argitaratua: (2016-01-01)

Usability of an Atrial Fibrillation Anticoagulation Decision-Support Tool
nork: Mark L. Wess MD, SM, et al.
Argitaratua: (2011-04-01)

Management of anticoagulation in atrial fibrillation patients in Italy: insight from the <i>Atrial Fibrillation-Survey on Anticoagulated Patients Register</i> (AF-START)
nork: Daniela Poli, et al.
Argitaratua: (2023-06-01)

Undertaking multi-centre randomised controlled trials in primary care: learnings and recommendations from the PULsE-AI trial researchers
nork: Pollock, KG, et al.
Argitaratua: (2024)

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nork: Ferguson, R, et al.
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