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Ensemble BERT for Classifying Medication-mentioning Tweets
Twitter is a valuable source of patient-generated data that has been used in various population health studies.
Performance of Automatic De-identification Across Different Note Types
Free-text clinical notes detail all aspects of patient care and have great potential to facilitate quality improvement and assurance initiatives as well as advance clinical research.
Transferability of Neural Network Clinical De-identification Systems
We measured: transferability from external sources; transferability across note types; the contribution of external source data when in-domain training data are available; and transferability across institutions.
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