Developing and optimizing a machine learning predictive model for post-thrombotic syndrome in a longitudinal cohort of patients with proximal deep venous thrombosis
Zhaoyu Wu, Yixuan Li, Jiahao Lei, Peng Qiu, Haichun Liu, Xinrui Yang, Tao Chen, Xinwu Lu
Topics & Concepts
Post-thrombotic syndromeReceiver operating characteristicMedicineLogistic regressionDeep veinRandom forestDecision treeCohortVenous thrombosisBody mass indexPredictive modellingThrombosisSurgeryArtificial intelligenceMachine learningInternal medicineComputer scienceVenous Thromboembolism Diagnosis and ManagementAtrial Fibrillation Management and OutcomesCerebral Venous Sinus Thrombosis