Towards modeling evolving longitudinal health trajectories with a
transformer-based deep learning model
Towards modeling evolving longitudinal health trajectories with a
transformer-based deep learning model
Health registers contain rich information about individuals' health histories. Here our interest lies in understanding how individuals' health trajectories evolve in a nationwide longitudinal dataset with coded features, such as clinical codes, procedures, and drug purchases. We introduce a straightforward approach for training a Transformer-based deep learning model in a …