Article

Design and development of the first electronic multicentric data registry of obstructive sleep apnea in Italy: clinical workflow integrated with digital data management and artificial intelligence

2026-03-27

Abstract excerpt

<title>Abstract</title> <p>Background Obstructive Sleep Apnea (OSA) is a high prevalent breathing condition, well characterized in Europe. However, data on the Italian population are still lacking in clinical presentation, polysomnographic characteristics, and comorbidities. The Italian PheNotypes Obstructive Sleep Apnea Study (IPNOS) aims to build the first electronic national registry for OSA research, investi...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: b7df61f1-e603-5d50-b9ab-0a67cd5b843b
DOI: 10.21203/rs.3.rs-8968393/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Design and development of the first electronic multicentric data registry of obstructive sleep apnea in Italy: clinical workflow integrated with digital data management and artificial intelligenceDOI 10.21203/rs.3.rs-8968393/v1Read

Clusters of sleep apnoea phenotypes: A large pan-European study from the European Sleep Apnoea Database (ESADA).Semantic proximity Read

Polysomnographic Phenotypes of Obstructive Sleep Apnea in a Real-Life Cohort: A Pathophysiological Approach.Semantic proximity Read

Cluster-derived obstructive sleep apnea phenotypes and outcomes at 5-year follow-up.Semantic proximity Read

Status and Opportunities of Machine Learning Applications in Obstructive Sleep Apnea: A Narrative ReviewSemantic proximity Read

Characterization of Genetic and Phenotypic Heterogeneity of Obstructive Sleep Apnea Using Electronic Health RecordsSemantic proximity Read

Associations between obstructive sleep apnea and comorbidities in a large clinical biobankSemantic proximity Read

Multidimensional phenotyping to distinguish among central (CSA), obstructive (OSA) and co-existing central and obstructive sleep apnea (CSA-OSA) phenotypes in real-world data.Semantic proximity Read

"Phenotyping obstructive sleep apnea: a pathway to precision medicine".Semantic proximity Read

Research Priorities for Translating Endophenotyping of Adult Obstructive Sleep Apnea to the Clinic: An Official American Thoracic Society Research Statement.Semantic proximity Read

The 103,200-arm acceleration dataset in the UK Biobank revealed a landscape of human sleep phenotypes.Semantic proximity Read

Predictive Modeling and Deep Phenotyping of Obstructive Sleep Apnea and Associated Comorbidities through Natural Language Processing and Large Language ModelsSemantic proximity Read

[Multidimensional clinical phenotypes of obstructive sleep apnea hypopnea syndrome based on unsupervised clustering algorithm].Semantic proximity Read