Hi-BEHRT: Hierarchical transformer-based model for accurate prediction of clinical events using multimodal longitudinal electronic health records

Electronic health records (EHR) represent a holistic overview of patients’ trajectories. Their increasing availability has fueled new hopes to leverage them and develop accurate risk prediction models for a wide range of diseases. Given the complex interrelationships of medical records and patient o...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Li, Y, Mamouei, M, Salimi-Khorshidi, G, Rao, S, Hassaine, A, Canoy, D, Lukasiewicz, T, Rahimi, K
التنسيق: Journal article
اللغة:English
منشور في: IEEE 2022