Vinícius de Oliveira Menezes
Dados Biográficos
| ID | 10698450 |
|---|---|
| NOME | Vinícius de Oliveira Menezes |
| PRENOMES | Vinícius de Oliveira |
| SOBRENOME | Menezes |
| ASSINATURA | MENEZES V O |
| AFILIAÇÕES | Universidade Federal de Pernambuco |
| ORCID | 0000-0001-7360-2078 |
| VERIFICADO | Não |
| TOTAL DE OBRAS | 1 |
| TOTAL DE CITAÇÕES | 0 |
| OBRAS COMO AUTOR | 1 |
| OBRAS COMO EDITOR | 0 |
| PRIMEIRO ANO DE PUBLICAÇÃO | 2026 |
| ANO MAIS RECENTE DE PUBLICAÇÃO | 2026 |
| ÍNDICE H | 0 |
Benchmarking large language models for clinical data extraction from Portuguese medical notes in a university hospital
Extracting structured data from electronic health records (EHRs) remains a major challenge, particularly in non-English and resource-constrained healthcare systems. This study benchmarks multiple large language models (LLMs) for the automated extraction of structured clinical variables from Portuguese-language medical notes under limited computational resources. We evaluated five LLMs (GPT-4o mini, DeepSeek-V3, Mixtral-8x7B, LLaMA 8B, and Qwen-32…
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Benchmarking large language models for clinical data extraction from Portuguese medical notes in a university hospital
Extracting structured data from electronic health records (EHRs) remains a major challenge, particularly in non-English and resource-constrained healthcare systems. This study benchmarks multiple large language models (LLMs) for the automated extraction of structured clinical variables from Portuguese-language medical notes under limited computational resources. We evaluated five LLMs (GPT-4o mini, DeepSeek-V3, Mixtral-8x7B, LLaMA 8B, and Qwen-32…
Benchmarking (1 obra) · Biomedical Text Mining and Ontologies (1 obra) · Computer Science (1 obra) · Economics (1 obra) · Linguistics (1 obra) · Management (1 obra) · Natural language processing (1 obra) · Natural Language Processing Techniques (1 obra) · Philosophy (1 obra) · Portuguese (1 obra)