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...

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Main Authors: Li, Y, Mamouei, M, Salimi-Khorshidi, G, Rao, S, Hassaine, A, Canoy, D, Lukasiewicz, T, Rahimi, K
格式: Journal article
语言:English
出版: IEEE 2022