# Machine Learning Identification of Obstructive Sleep Apnea Severity through the Patient Clinical Features: A Retrospective Study

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/machine-learning-identification-of-obstructive-sleep-apnea-severity-through-the/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Antonino Maniaci,Paolo Marco Riela,Giannicola Iannella,Jérôme R. Lechien,Ignazio La Mantia,Marco de Vincentiis,Giovanni Cammaroto,Christian Calvo‐Henríquez,Milena Di Luca,Carlos M. Chiesa‐Estomba,Alberto Maria Saibene,Isabella Pollicina,Giovanna Stilo,Paola Di Mauro,Angelo Cannavicci,Rodolfo Lugo,Giuseppe Magliulo,Antonio Greco,Annalisa Pace,Giuseppe Meccariello,Salvatore Cocuzza,Claudio Vicini |
| Citations | 46 |
| DOI | 10.3390/life13030702 |
| Fields | Medicine,Psychology |
| Open Access | true |
| OA Status | gold |
| OA URL | https://www.mdpi.com/2075-1729/13/3/702/pdf?version=1678181375 |
| OpenAlex ID | https://openalex.org/W4323318767 |
| PMID | 36983857 |
| Type | article |
| Year | 2023 |

## Paper authors

- [Ignazio La Mantia](https://scholariq.org/researchers/ignazio-la-mantia/)

## Paper journal

- [Life](https://scholariq.org/journals/life/)

## Paper primary topic

- [Obstructive Sleep Apnea Research](https://scholariq.org/topics/obstructive-sleep-apnea-research/)

## Paper topics

- [Obstructive Sleep Apnea Research](https://scholariq.org/topics/obstructive-sleep-apnea-research/)
- [Sleep and related disorders](https://scholariq.org/topics/sleep-and-related-disorders/)
- [Atrial Fibrillation Management and Outcomes](https://scholariq.org/topics/atrial-fibrillation-management-and-outcomes/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.