A Transformer Hawkes Process with inverse square-root class weighting improves joint prediction of event types and timings in patient care trajectories on real healthcare data.
Learning hawkes processes from a handful of events
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Modeling Patient Care Trajectories with Transformer Hawkes Processes
A Transformer Hawkes Process with inverse square-root class weighting improves joint prediction of event types and timings in patient care trajectories on real healthcare data.