From the 1 of 3 linked papers with an AI index.
3 papers
Agentic systems for breast cancer treatment recommendations
Vinicius Anjos de Almeida, NÃcolas Henrique Borges, Leonardo Vicenzi +5
The paper assesses agentic large language model systems for generating breast cancer treatment recommendations on real clinical cases, comparing several pipelines and finding moder…
Clinical named entity recognition in the Portuguese language: a benchmark of modern BERT models and LLMs
Vinicius Anjos de Almeida, Sandro Saorin da Silva, Josimar Chire +8
Clinical notes contain valuable unstructured information. Named entity recognition (NER) enables the automatic extraction of medical concepts; however, benchmarks for Portuguese re…
Large Language Models as Medical Codes Selectors: a benchmark using the International Classification of Primary Care
Vinicius Anjos de Almeida, Vinicius de Camargo, Raquel Gómez-Bravo +4
Background: Medical coding structures healthcare data for research, quality monitoring, and policy. This study assesses the potential of large language models (LLMs) to assign ICPC…