Deidentify RB

Description

Anonymization and DeIdentification model based on outputs from DeId NERs and Replacement Dictionaries

Predicted Entities

Personal Information in order to deidentify

Download

How to use

model = DeIdentificationModel.pretrained("deidentify_rb","en","clinical/models")\
	.setInputCols("document","token","chunk")\
	.setOutputCol("document")
val model = DeIdentificationModel.pretrained("deidentify_rb","en","clinical/models")
	.setInputCols("document","token","chunk")
	.setOutputCol("document")

Model Information

Name: deidentify_rb
Type: DeIdentificationModel
Compatibility: Spark NLP 2.0.2+
License: Licensed
Edition: Official
Input labels: [document, token, chunk]
Output labels: [document]
Language: en
Dependencies: ner_deid

Data Source

Rule based DeIdentifier based on ner_deid