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.
thumbnail: >-
  https://raw.githubusercontent.com/HAILab-PUCPR/BioBERTpt/master/images/logo-biobertpr1.png
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.

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.