Unsupervised clustering of venous thromboembolism patients by clinical features at presentation identifies novel endotypes that improve prognostic stratification

Author:

Pallares Robles Alejandro,ten Cate Vincent,Lenz Michael,Schulz Andreas,Prochaska Jürgen H.,Rapp Steffen,Koeck Thomas,Leineweber Kirsten,Heitmeier Stefan,Opitz Christian F.,Held Matthias,Espinola-Klein Christine,Lackner Karl J.,Münzel Thomas,Konstantinides Stavros V.,ten Cate-Hoek Arina,ten Cate Hugo,Wild Philipp S.

Publisher

Elsevier BV

Subject

Hematology

Reference39 articles.

1. Long term risk of symptomatic recurrent venous thromboembolism after discontinuation of anticoagulant treatment for first unprovoked venous thromboembolism event: systematic review and meta-analysis;Khan;BMJ,2019

2. Evaluation of bleeding in patients receiving direct oral anticoagulants;Hellenbart;Vasc. Health Risk Manag.,2017

3. 2019 ESC Guidelines for the diagnosis and management of acute pulmonary embolism developed in collaboration with the European Respiratory Society (ERS);Konstantinides;Eur. Heart J.,2020

4. Categorization of patients as having provoked or unprovoked venous thromboembolism: guidance from the SSC of ISTH;Kearon;J. Thromb. Haemost.,2016

5. Risk of recurrent venous thromboembolism after an initial episode: risk stratification and implications for long-term treatment;Agrawal;Curr. Cardiol. Rep.,2019

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