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]

• Repository: https://github.com/DiogoCarapito/text-to-icpc2
• Demo: https://text-to-icpc2.com
• Dataset: https://huggingface.co/datasets/diogocarapito/text-to-icpc2