REPLACING A MECHANISTIC BLOOD COAGULATION MODEL WITH MACHINE LEARNING: A BENCHMARK STUDY FOR ACCELERATED THROMBOTIC RISK PREDICTION MA Bannoud; TD Martins; SAL Montalvão; JM Annichino-Bizzacchi; RM Filho; MRW Maciel;

INTEGRATING PHENOMENOLOGICAL MODELING AND MACHINE LEARNING FOR PATIENT-SPECIFIC PREDICTION OF RECURRENT VENOUS THROMBOEMBOLISM MA Bannoud; TD Martins; JM Annichino-Bizzacchi; SAL Montalvão; RM Filho; MRW Maciel;

INTEGRATING CLINICAL AND BLOOD COUNT DATA INTO A HYBRID MODEL TO PREDICT THROMBIN PROFILES AND VENOUS THROMBOEMBOLISM RISK MA Bannoud; TD Martins; JM Annichino-Bizzacchi; SAL Montalvão; RM Filho; MRW Maciel;