

# 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).
{"language": "pt", "tags": ["medical"], "metrics": ["accuracy 0.65"], "widget": [{"text": "Paciente vem a este servi\u00e7o em busca de renova\u00e7\u00e3o de receita. Em uso de sertralina + fluoxetina."}, {"text": "Tentativa de suic\u00eddio h\u00e1 2 semanas, por\u00e9m agora nega idea\u00e7\u00e3o suicida."}, {"text": "EEM: Calmo, fala normal, sem altera\u00e7\u00f5es de pensamento. Relata ins\u00f4nia inicial."}], "pipeline_tag": "token-classification"}
transformers pytorch safetensors bert token-classification medical pt autotrain_compatible endpoints_compatible region:us
TAGS
#transformers #pytorch #safetensors #bert #token-classification #medical #pt #autotrain_compatible #endpoints_compatible #region-us 



# 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


## Questions?

Post a Github issue on the psyBERTpt repo.
# 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 ## Questions?

Post a Github issue on the psyBERTpt repo.
TAGS
#transformers #pytorch #safetensors #bert #token-classification #medical #pt #autotrain_compatible #endpoints_compatible #region-us 
 # 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 ## Questions?

Post a Github issue on the psyBERTpt repo.
TAGS
#transformers #pytorch #safetensors #bert #token-classification #medical #pt #autotrain_compatible #endpoints_compatible #region-us 
# 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## Questions?

Post a Github issue on the psyBERTpt repo.