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Prediction of incident atrial fibrillation in post-stroke patients using machine learning: a French nationwide study
ConclusionsML algorithms predict incident AF post-stroke with a better ability than previously developed clinical scores.Graphic AbstractAF: atrial fibrillation; DNN: deep neural network; IS: ischemic stroke; KNN: K-nearest neighbors; LR: logistic regression; RFC: random forest classifier; XGBoost: extreme gradient boosting
Source: Clinical Research in Cardiology - December 17, 2022 Category: Cardiology Source Type: research

Atrial fibrillation detection with long-term continuous Holter ECG recording in patients with high cardiovascular risk and clinical palpitations: the prospective after study
ConclusionsThe systematic AF screening of patients with palpitations and high cardiovascular risk resulted in a diagnostic yield of AF in 14% of the population with a 14-day continuous ECG –Holter monitor. This strategy resulted in the prescription of anticoagulation and antiarrhythmic therapy in 90% of the AF detected population.Graphical abstract
Source: Clinical Research in Cardiology - September 28, 2022 Category: Cardiology Source Type: research

Hypertrophic cardiomyopathies requiring more monitoring for less atrial fibrillation-related complications: a clustering analysis based on the French registry on hypertrophic cardiomyopathy (REMY)
ConclusionBased on a clustering analysis, three phenogroups of HCM according to the risk of AF occurrence can be identified. It can indicate which patients should be more monitored and/or treated, particular to prevent the risk of stroke.Graphic abstract
Source: Clinical Research in Cardiology - February 1, 2022 Category: Cardiology Source Type: research

Outcomes in patients with acute myocardial infarction and new atrial fibrillation: a nationwide analysis
ConclusionsIn a large and systematic nationwide analysis, AF first recorded in the first 30  days after AMI was independently associated with higher risks of death and ischemic stroke than those in patients with no AF or previously known AF.Graphic abstract
Source: Clinical Research in Cardiology - September 1, 2021 Category: Cardiology Source Type: research

Hypertrophic cardiomyopathies requiring more monitoring for less atrial fibrillation-related complications: a clustering analysis based on the French registry on hypertrophic cardiomyopathy (REMY)
ConclusionBased on a clustering analysis, three phenogroups of HCM according to the risk of AF occurrence can be identified. It can indicate which patients should be more monitored and/or treated, particular to prevent the risk of stroke.Graphic abstract
Source: Clinical Research in Cardiology - May 27, 2021 Category: Cardiology Source Type: research

Outcomes in patients with acute myocardial infarction and new atrial fibrillation: a nationwide analysis
ConclusionsIn a large and systematic nationwide analysis, AF first recorded in the first 30  days after AMI was independently associated with higher risks of death and ischemic stroke than those in patients with no AF or previously known AF.Graphic abstract
Source: Clinical Research in Cardiology - January 28, 2021 Category: Cardiology Source Type: research

Sex differences in stroke prevention in atrial fibrillation in French primary care. Results of the AFIGP (Atrial Fibrillation In General Practice) Database
Conclusions Most AF patients followed by French GPs required stroke prevention according to European guidelines, but many of them did not receive the recommended antithrombotic treatment. Women over 75 were a third less likely to be treated with recommended anticoagulants than men of similar age.
Source: Clinical Research in Cardiology - October 22, 2014 Category: Cardiology Source Type: research