A likelihood-based convolution approach to estimate major health events in longitudinal health records data: an external validation study.
Lisiane PruinelliJiaqi ZhouBethany StaiJesse D ScholdTimothy PruettSisi MaGyorgy SimonPublished in: Journal of the American Medical Informatics Association : JAMIA (2021)
Missing time stamps in electronic healthcare record data can be estimated using time stamps of related events. Since the model was developed on a nationally representative dataset, it could be successfully transferred to a local health system without substantial loss of accuracy.