Portuguese Clinical NER - Psychiatric Specialized

This model is the first clinical psychiatric specialized model for the portuguese language. We annotated 9 categories from admission notes of an emergency specialized hospital of psychiatry in Brazil. The article: PsyBERTpt: A Clinical Entity Recognition Model for Psychiatric Narratives, is waiting to be published.

NER Categories:

• Self-Destructive Behavior
• Diagnosis
• Drug
• Pharmaceutical
• Psychic Function
• Family History
• Patient History
• Observation
• Symptom and Psychological Complaint

Acknowledgements

this model can only be developed thanks to the fantastic work of committed people, who are part of the following institutions:

• Universidade Estadual Paulista Júlio de Mesquita Filho - UNESP
• Faculdade de Medicina de São José do Rio Preto - FAMERP
• Pontífica Universidade Católica do Paraná - PUCPR
• Hospital Dr. Adolfo Bezerra de Menezes - HABM

Citation

 Waiting to be published

Questions?

Post a Github issue on the psyBERTpt repo.