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Machine Learning Identification of Obstructive Sleep Apnea Severity through the Patient Clinical Features: A Retrospective Study
Objectives: To evaluate the role of clinical scores assessing the risk of disease severity in patients with clinical suspicion of obstructive sleep apnea syndrome (OSA). The hypothesis was tested by applying artificial intelligence (AI) to demonstrate its effectiveness in distinguishing between mild...
Autores principales: | Maniaci, Antonino, Riela, Paolo Marco, Iannella, Giannicola, Lechien, Jerome Rene, La Mantia, Ignazio, De Vincentiis, Marco, Cammaroto, Giovanni, Calvo-Henriquez, Christian, Di Luca, Milena, Chiesa Estomba, Carlos, Saibene, Alberto Maria, Pollicina, Isabella, Stilo, Giovanna, Di Mauro, Paola, Cannavicci, Angelo, Lugo, Rodolfo, Magliulo, Giuseppe, Greco, Antonio, Pace, Annalisa, Meccariello, Giuseppe, Cocuzza, Salvatore, Vicini, Claudio |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10056063/ https://www.ncbi.nlm.nih.gov/pubmed/36983857 http://dx.doi.org/10.3390/life13030702 |
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