2 papers
cs.CL2025
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…
cs.LO2025
Regional, Lattice and Logical Representations of Neural Networks
Sandro Preto, Marcelo Finger
A possible path to the interpretability of neural networks is to (approximately) represent them in the regional format of piecewise linear functions, where regions of inputs are as…