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--- |
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language: pt |
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widget: |
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- text: >- |
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Paciente vem a este serviço em busca de renovação de receita. Em uso de sertralina + fluoxetina. |
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- text: >- |
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Tentativa de suicídio há 2 semanas, porém agora nega ideação suicida. |
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- text: >- |
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EEM: Calmo, fala normal, sem alterações de pensamento. Relata insônia |
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inicial. |
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metrics: |
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- accuracy 0.65 |
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tags: |
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- medical |
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pipeline_tag: token-classification |
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--- |
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# Portuguese Clinical NER - Psychiatric Specialized |
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This model is the first clinical psychiatric specialized model for the portuguese language. |
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We annotated 9 categories from admission notes of an emergency specialized hospital of psychiatry in Brazil. |
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The article: [PsyBERTpt: A Clinical Entity Recognition Model |
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for Psychiatric Narratives](https://), is waiting to be published. |
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## NER Categories: |
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- Self-Destructive Behavior |
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- Diagnosis |
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- Drug |
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- Pharmaceutical |
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- Psychic Function |
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- Family History |
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- Patient History |
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- Observation |
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- Symptom and Psychological Complaint |
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## Acknowledgements |
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this model can only be developed thanks to the fantastic work of committed people, who are part of the following institutions: |
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- Universidade Estadual Paulista Júlio de Mesquita Filho - UNESP |
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- Faculdade de Medicina de São José do Rio Preto - FAMERP |
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- Pontífica Universidade Católica do Paraná - PUCPR |
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- Hospital Dr. Adolfo Bezerra de Menezes - HABM |
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## Citation |
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``` |
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Waiting to be published |
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``` |
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## Questions? |
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Post a Github issue on the [psyBERTpt repo](https://github.com/luizniero/psyBERTpt). |
