Clinical De-identification for Romanian

Input Format

To use the model, you need to provide input in one of the following supported formats:

JSON Format

Provide input as JSON. We support two variations within this format:

Array of Text Documents: Use an array containing multiple text documents. Each element represents a separate text document.

{ "text": [ "Text document 1", "Text document 2", ... ] }

Single Text Document: Provide a single text document as a string.

{ "text": "Single text document" }

JSON Lines (JSONL) Format

Provide input in JSON Lines format, where each line is a JSON object representing a text document.

{"text": "Text document 1"} {"text": "Text document 2"}

Important Parameter masking_policy: str

Users can select a masking policy to determine how sensitive entities are handled:

Example:

"LABORATOR RADStrada AbabeidaSacueni, 354573i, 3545730265-21011065-210110 ,OFFICE@SMURDICE@SMURD"

masked: Default policy that masks entities with their type.

-> 'LABORATOR RADIOLOGIE, , , , TEL : , E-MAIL: '

obfuscated: Replaces sensitive entities with random values of the same type.

-> 'LABORATOR RADIOLOGIE, Intrarea Diaconescu, Aiud, 302784 , TEL : 0263 144 119 , E-MAIL: jeneltudor@email.ro '

masked_fixed_length_chars: Masks entities with a fixed length of asterisks (*).

-> 'LABORATOR RADIOLOGIE, ****, ****, **** , TEL : **** , E-MAIL: ****'

masked_with_chars: Masks entities with asterisks (*).

-> 'LABORATOR RADIOLOGIE, [], [], [] , TEL : [*] , E-MAIL: [********]'

You can specify these parameters in the input as follows:

{ "text": [ "Text document 1", "Text document 2", ... ], "masking_policy": "masked", }