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text-to-icpc2
diogocarapito/text-to-icpc2
text-to-icpc2 is a text classification model from diogocarapito. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
This model aims to classify a diagnosis into an ICPC-2 code.
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Oct 22, 2024
- Updated
- Apr 5, 2025
- SHA
- af9679df
Base models
Datasets
Model card
From the Hugging Face model README
Model Card for Model ID
This model aims to classify a diagnosis into an ICPC-2 code.
The model was trained on health diagnosis data and ICPC-2 codes, as well as mappings to ICD-10 and data augmentation usingo Open AI's gpt-4.
This project was developed by Diogo Carapito with the support of a research grant from AICIB and APMGF, as part of the Family Medicine residency program.
Model Details
Model Description
- Developed by: Diogo Carapito
- Funded by: AICIB and APMGF
- Model type: text-classification
- License: apache-2.0
- Finetuned from model: google-bert/bert-base-uncased
Model Sources [optional]
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Languages
- pt
- Created
- Oct 22, 2024
- Updated
- Apr 5, 2025