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Doctor AI: Predicting Clinical Events

The dataset is a longitudinal time-stamped EHR data from 260K patients over 8 years. Encounter records (e.g. diagnosis codes, medication codes or procedure codes) were input to RNN to predict (all) the diagnosis and medication categories for a subsequent visit.

Data and Resources

Cite this as

Edward Choi, Mohammad Taha Bahadori, Andy Schuetz, Walter F. Stewart, Jimeng Sun (2024). Dataset: Doctor AI: Predicting Clinical Events. https://doi.org/10.57702/pjynm767

DOI retrieved: December 16, 2024

Additional Info

Field Value
Created December 16, 2024
Last update December 16, 2024
Defined In https://doi.org/10.48550/arXiv.1511.05942
Author Edward Choi
More Authors
Mohammad Taha Bahadori
Andy Schuetz
Walter F. Stewart
Jimeng Sun
Homepage https://github.com/mp2893/doctorai