@article{articlec8a2c44d, title = {Contrasting deep learning audio models for direct respiratory insufficiency detection versus blood oxygen saturation estimation}, author = {Gauy, Marcelo Matheus and Koza, Natália Hitomi and Morita, Ricardo Mikio and Stanzione, Gabriel Rocha and Candido Junior, Arnaldo and Berti, Larissa Cristina and Levin, Anna Sara and Sabino, Ester Cerdeira and Svartman, Flaviane and Finger, Marcelo}, year = {2026}, doi = {10.1016/j.ibmed.2025.100331}, journal = {Intelligence-Based Medicine} }