@article{202411.0168, doi = {10.20944/preprints202411.0168.v1}, url = {https://doi.org/10.20944/preprints202411.0168.v1}, year = 2024, month = {November}, publisher = {Preprints}, author = {Santino Nanini and Mariem Abid and Yassir Mamouni and Arnaud Wiedemann and Philippe Jouvet and Stephane Bourassa}, title = {Development and Comparative Analysis of Machine Learning Models for Hypoxemia Severity Triage in CBRNE Emergency Scenarios Using Physiological and Demographic Data from Medical-Grade Devices}, journal = {Preprints} }