no code implementations • 10 Apr 2024 • Mirelle Bueno, Eduardo Seiti de Oliveira, Rodrigo Nogueira, Roberto A. Lotufo, Jayr Alencar Pereira
Despite Portuguese being one of the most spoken languages in the world, there is a lack of high-quality information retrieval datasets in that language.
1 code implementation • 4 Dec 2023 • Diedre S. Carmo, Jean A. Ribeiro, Alejandro P. Comellas, Joseph M. Reinhardt, Sarah E. Gerard, Letícia Rittner, Roberto A. Lotufo
The COVID-19 pandemic response highlighted the potential of deep learning methods in facilitating the diagnosis, prognosis and understanding of lung diseases through automated segmentation of pulmonary structures and lesions in chest computed tomography (CT).
1 code implementation • 13 Oct 2023 • Diedre S. Carmo, Rosarie A. Tudas, Alejandro P. Comellas, Leticia Rittner, Roberto A. Lotufo, Joseph M. Reinhardt, Sarah E. Gerard
A comprehensive ablation study was performed to evaluate the contribution of the proposed network modifications.
1 code implementation • 14 Jan 2022 • Ramon Pires, Fábio C. de Souza, Guilherme Rosa, Roberto A. Lotufo, Rodrigo Nogueira
A typical information extraction pipeline consists of token- or span-level classification models coupled with a series of pre- and post-processing scripts.