Publicação
Improving patient referral classification through deep learning and natural language processing
| Resumo: | The health sector is showing interest in machine learning techniques to enhance various aspects of patient care. In this paper, the application of deep learning and Natural Language Processing (NLP) techniques to improve patient referral classification at Hospital Garcia De Orta (HGO) is explored. Results showed that these advanced techniques outperformed traditional machine learning models, highlighting the effectiveness of combining deep learning and NLP. |
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| Autores principais: | Kamoun, Marouan |
| Assunto: | Deep learning Natural language processing Classification Prediction Business analytics Machine learning |
| Ano: | 2024 |
| País: | Portugal |
| Tipo de documento: | dissertação de mestrado |
| Tipo de acesso: | acesso aberto |
| Instituição associada: | Universidade Nova de Lisboa |
| Idioma: | inglês |
| Origem: | Repositório Institucional da UNL |
| Resumo: | The health sector is showing interest in machine learning techniques to enhance various aspects of patient care. In this paper, the application of deep learning and Natural Language Processing (NLP) techniques to improve patient referral classification at Hospital Garcia De Orta (HGO) is explored. Results showed that these advanced techniques outperformed traditional machine learning models, highlighting the effectiveness of combining deep learning and NLP. |
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