# Pulmonary function estimation using smartphone audio and deep learning

**Authors:** Gustavo de Souza dos Reis, José Baddini-Martinez, Bruno Sanches Masiero

PMC · DOI: 10.36416/1806-3756/e20250003 · Jornal Brasileiro de Pneumologia · 2025-09-22

## Full-text entities

- **Diseases:** restrictive disorders (MESH:D002313), death (MESH:D003643), obstructive diseases (MESH:D001157), COPD (MESH:D029424), Respiratory diseases (MESH:D012140), pulmonary diseases (MESH:D008171)
- **Species:** Homo sapiens (human, species) [taxon 9606]

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## References

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Source: https://tomesphere.com/paper/PMC12602046