metadata
language: pt
widget:
- text: >-
Paciente vem a este serviço em busca de renovação de receita. Em uso de
sertralina + fluoxetina.
- text: Tentativa de suicídio há 2 semanas, porém agora nega ideação suicida.
- text: >-
EEM: Calmo, fala normal, sem alterações de pensamento. Relata insônia
inicial.
metrics:
- accuracy 0.65
tags:
- medical
pipeline_tag: token-classification
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.