metadata
widget:
- text: >-
PROCEDURE: Chest xray. COMPARISON: last seen on 1/1/2020 and also record
dated of March 1st, 2019. FINDINGS: patchy airspace opacities. IMPRESSION:
The results of the chest xray of January 1 2020 are the most concerning
ones. The patient was transmitted to another service of UH Medical Center
under the responsability of Dr. Perez. We used the system MedClinical data
transmitter and sent the data on 2/1/2020, under the ID 5874233. We
received the confirmation of Dr Perez. He is reachable at 567-493-1234.
- text: Dr. Curt Langlotz chose to schedule a meeting on 06/23.
tags:
- token-classification
- sequence-tagger-model
- pytorch
- transformers
- pubmedbert
- uncased
- radiology
- biomedical
datasets:
- radreports
language:
- en
license: mit
Stanford de-identifier was trained on a variety of radiology and biomedical documents with the goal of automatising the de-identification process while reaching satisfactory accuracy for use in production. Manuscript in-proceedings.