Package

com.johnsnowlabs.nlp.annotators

deid

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package deid

Visibility
  1. Public
  2. All

Type Members

  1. class DeIdentification extends AnnotatorApproach[DeIdentificationModel] with Licensed

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    Trains a DeIdentification Annotator which provides functionality to either mask or obfuscate PHI based on Input Annotations of types DOCUMENT, TOKEN and CHUNK.

    Trains a DeIdentification Annotator which provides functionality to either mask or obfuscate PHI based on Input Annotations of types DOCUMENT, TOKEN and CHUNK.

    Ideally this annotator works in conjunction with Demographic Named EntityRecognizers that can be trained either using TextMatchers, RegexMatchers, DateMatchers, NerCRFs or NerDLs

  2. class DeIdentificationModel extends AnnotatorModel[DeIdentificationModel] with Licensed

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    Contains all the parameters to transform a dataset with three Input Annotations of types DOCUMENT, TOKEN and CHUNK, into its DeIdentified version of by either masking or obfuscating the given CHUNKS

  3. case class Hipaa(conllFilePath: String, regexPatternsFilePath: String, obfuscateRefFilePath: String) extends Product with Serializable

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  4. trait ReadablePretrainedDeId extends ParamsAndFeaturesReadable[DeIdentificationModel] with HasPretrained[DeIdentificationModel]

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Value Members

  1. object DeIdentification extends DefaultParamsReadable[DeIdentification] with Serializable

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  2. object DeIdentificationModel extends ReadablePretrainedDeId with Serializable

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  3. object Obfuscator

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