---
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](https://), 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](https://github.com/luizniero/psyBERTpt).