OpenMed-PII-Dutch-BioClinicalBERT-Base-110M-v1

14
license:apache-2.0
by
OpenMed
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Quick Summary

AI model with specialized capabilities.

Code Examples

Usagepythontransformers
from transformers import pipeline

# Load the PII detection pipeline
ner = pipeline("ner", model="OpenMed/OpenMed-PII-Dutch-BioClinicalBERT-110M-v1", aggregation_strategy="simple")

text = """
Patiënt Jan Jansen (geboren 15-03-1985, BSN: 987654321) is vandaag gezien.
Contact: [email protected], Telefoon: +31 6 12345678.
Adres: Herengracht 42, 1015 BN Amsterdam.
"""

entities = ner(text)
for entity in entities:
    print(f"{entity['entity_group']}: {entity['word']} (score: {entity['score']:.3f})")

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