Marcos Antônio Dórea Machado
Biographic Data
| ID | 10698451 |
|---|---|
| NAME | Marcos Antônio Dórea Machado |
| GIVEN NAMES | Marcos Antônio Dórea |
| FAMILY NAME | Machado |
| SIGNATURE | MACHADO M A D |
| AFFILIATIONS | Universidade Federal da Bahia |
| ORCID | 0000-0002-0106-9769 |
| VERIFIED | No |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2026 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 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…
No prominent works on this page.
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 work) · Biomedical Text Mining and Ontologies (1 work) · Computer Science (1 work) · Economics (1 work) · Linguistics (1 work) · Management (1 work) · Natural language processing (1 work) · Natural Language Processing Techniques (1 work) · Philosophy (1 work) · Portuguese (1 work)