| --- |
| 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). |
