Characterization of obstructive sleep apnea–hypopnea syndrome (OSA) population by means of cluster analysis

No abstract is available for this paper.

• Publication year

  2016

• Venue

  Journal of Sleep Research

• Publication date

  2016-12-01

• Fields of study

  Medicine

• Identifiers
  DOI 10.1111/jsr.12429PMID 27191534
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• Phenotypes of comorbidity in OSAS patients: combining categorical principal component analysis with cluster analysis

  2016cited by this paper
• Clustering Techniques for Revealing Gene Expression Patterns

  2015cited by this paper
• The different clinical faces of obstructive sleep apnoea: a cluster analysis

  2014influential reference
• Daytime PaO2 in OSAS, COPD and the combination of the two (overlap syndrome).

  2013cited by this paper
• Increased prevalence of sleep-disordered breathing in adults.

  2013cited by this paper
• Obstructive sleep apnea: a cardiometabolic risk in obesity and the metabolic syndrome.

  2013cited by this paper
• Obstructive sleep apnea and multimorbidity

  2012cited by this paper
• Phenotypes of patients with mild to moderate obstructive sleep apnoea as confirmed by cluster analysis

  2012cited by this paper
• Prospective Study of Obstructive Sleep Apnea and Incident Coronary Heart Disease and Heart Failure: The Sleep Heart Health Study

  2010cited by this paper
• Sleep disordered breathing and metabolic syndrome.

  2009cited by this paper
• Burden of sleep apnea: rationale, design, and major findings of the Wisconsin Sleep Cohort study.

  2009cited by this paper
• Cardiovascular morbidity and mortality in obstructive sleep apnea.

  2008cited by this paper
• Sleep disordered breathing and mortality: eighteen-year follow-up of the Wisconsin sleep cohort.

  2008cited by this paper
• The relationship of daytime hypoxemia and nocturnal hypoxia in obstructive sleep apnea syndrome.

  2008cited by this paper
• Daytime Sleepiness in the Obese: Not as Simple as Obstructive Sleep Apnea

  2007cited by this paper
• Sleep apnoea as an independent risk factor for cardiovascular disease: current evidence, basic mechanisms and research priorities

  2006cited by this paper
• Long-term cardiovascular outcomes in men with obstructive sleep apnoea-hypopnoea with or without treatment with continuous positive airway pressure: an observational study.

  2005cited by this paper
• Finding communities by clustering a graph into overlapping subgraphs

  2005cited by this paper
• The large-scale organization of metabolic networks

  2000cited by this paper
• Probabilistic Principal Component Analysis

  1999influential reference

• Obstructive Sleep Apnea Prediction: A Comprehensive Review and Comparative Study

  2026cites this paper
• A Comparative Investigation on Clinical Characteristics in Pediatric Obstructive Sleep Apnea Based on Two Distinct Guidelines

  2025cites this paper
• Assessment of Outcomes of Obstructive Sleep Apnea Management Involving OMFS and ENT Surgical Procedures: A Retrospective Study

  2025cites this paper
• AI-driven clinical decision support for early diagnosis and treatment planning in patients with suspected sleep apnea using clinical and demographic data before sleep studies

  2025cites this paper
• Clinical perspective on non-sleepy obstructive sleep apnea; to treat or not to treat?

  2025cites this paper
• Distinct Hypoxemic Profiles of Obstructive Sleep Apnea in Southern Italy: The Living with OSA and CPAP Study

  2025cites this paper
• Evaluation of retinal vascular structure via optic coherence tomography angiography in obstructive sleep apnea

  2025cites this paper
• Integrating Phenotypic Information of Obstructive Sleep Apnea and Deep Representation of Sleep-Event Sequences for Cardiovascular Risk Prediction

  2024cites this paper
• Identification of quality‐of‐life clusters by the Quebec sleep questionnaire in sleep apnea patients

  2024cites this paper
• Sleep apnoea phenotypes in women: A cluster analysis from the ESADA cohort.

  2024cites this paper
• Phenotypes of obstructive sleep apnea in women: A real-life cohort study.

  2024cites this paper
• Assessing the Pathophysiology, Morbidity, and Mortality of Obstructive Sleep Apnea.

  2024cites this paper
• Les multiples enjeux de la sémiologie du syndrome d’apnées obstructives du sommeil chez l’adulte

  2024cites this paper
• Exploring phenotypes to improve long-term mortality risk stratification in obstructive sleep apnea through a machine learning approach: an observational cohort study.

  2024cites this paper
• Differences in Polysomnographic and Craniofacial Characteristics of Catathrenia Phenotypes: A Cluster Analysis

  2024cites this paper
• Relationship Between Symptom Profiles and Endotypes Among Patients with OSA: A Latent Class Analysis.

  2023cites this paper
• Obstructive sleep apnea heterogeneity and autonomic function: a role for heart rate variability in therapy selection and efficacy monitoring

  2023cites this paper
• Correlation between hs-CRP, VCAM-1, LEP levels and blood pressure variability in OSAHS patients.

  2023influential citation
• Polysomnographic Phenotypes of Obstructive Sleep Apnea in a Real-Life Cohort: A Pathophysiological Approach.

  2023cites this paper
• Positional sleep apnea phenotyping using machine learning and digital oximetry biomarkers

  2023cites this paper
• Baseline clusters and the response to positive airway pressure treatment in obstructive sleep apnoea patients: longitudinal data from the European Sleep Apnea Database cohort

  2022cites this paper
• Obstructive Sleep Apnea Syndrome Comorbidity Phenotypes in Primary Health Care Patients in Northern Greece

  2022influential citation
• The reproducibility of clinical OSA subtypes: a population-based longitudinal study

  2022cites this paper
• Cluster analysis of clinical phenotypic heterogeneity in obstructive sleep apnea assessed using photoplethysmography.

  2022cites this paper
• Phenotypic Approach to Obstructive Sleep Apnea

  2022cites this paper
• Time Under 90% Oxygen Saturation and Systemic Hypertension in Patients with Obstructive Sleep Apnea Syndrome

  2022cites this paper
• The efficacy of cryogenic plasma tonsillectomy in the treatment of obstructive sleep apnea‐hypopnea syndrome in children: A meta‐analysis

  2022cites this paper
• Respiratory Arousals in Patients with Very Severe Obstructive Sleep Apnea and How They Change after a Non-Framework Surgery

  2022cites this paper
• Cancer sleep symptom‐related phenotypic clustering differs across three cancer specific patient cohorts

  2022cites this paper
• Multidimensional assessment and cluster analysis for OSA phenotyping

  2022cites this paper
• Shifting and reducing breathing disturbance in patients with very severe obstructive sleep apnea by modified Z-palatoplasty with one-layer closure in one-stage multilevel surgery

  2021cites this paper
• Association between Interleukin-6 and vitamin D serum levels in patients with obstructive sleep apnea syndrome and impact of long-term continuous positive airway pressure therapy on biomarker levels.

  2021cites this paper
• Efficacy of Low-Temperature Plasma-Assisted Unilateral/Bilateral Tonsillectomy and Adenoidectomy in Children with Obstructive Sleep Apnea Hypopnea Syndrome

  2021cites this paper
• Setting Objective Clinical Assessment Tools for Circadian Rhythm Sleep-Wake Disorders – A Community-Based Cross-Sectional Epidemiological Study

  2021cites this paper
• NSS_A_287165 547..556

  2021cites this paper
• Gender and Polysomnographic Profiles Findings in Obstructive Sleep Apnea Syndrome Patients Living in High Altitude

  2021cites this paper
• Obstructive Sleep Apnea Phenotyping to Understand Pathophysiology and Improve Treatment and Outcomes

  2021cites this paper
• Comorbidity clusters in patients with moderate-to-severe OSA

  2021cites this paper
• Association between apnea-hypopnea index and coronary artery calcification: a systematic review and meta-analysis

  2021cites this paper
• The Complex Interaction Between the Major Sleep Symptoms, the Severity of Obstructive Sleep Apnea, and Sleep Quality

  2021cites this paper
• Combined unsupervised-supervised machine learning for phenotyping complex diseases with its application to obstructive sleep apnea

  2021cites this paper
• Experience of low-temperature plasma radiofrequency treatment of 53 patients with tongue hemangioma.

  2021cites this paper
• Defining the Heterogeneity of Sleep Apnea Syndrome: A Cluster Analysis With Implications for Patient Management.

  2021cites this paper
• Enhancing Obstructive Sleep Apnea Diagnosis With Screening Through Disease Phenotypes: Algorithm Development and Validation (Preprint)

  2020cites this paper
• Upcoming Scenarios for the Comprehensive Management of Obstructive Sleep Apnea: An Overview of the Spanish Sleep Network.

  2020cites this paper
• Cluster Analysis to Identify Apnea-Hypopnea Syndrome Phenotypes: Where Are We Heading?

  2020cites this paper
• Identifying Subtypes of Obstructive Sleep Apnea

  2020cites this paper
• Clinical presentation and comorbidities of obstructive sleep apnea-COPD overlap syndrome

  2020cites this paper
• Polysomnographic phenotyping of obstructive sleep apnea and its implications in mortality in Korea

  2020cites this paper
• Increasing Hypopnea in Sleep Breathing Disturbance Improves Postoperative Oxygen Saturation in Patients with Very Severe Obstructive Sleep Apnea

  2020cites this paper
• Clusters of sleep apnoea phenotypes: A large pan‐European study from the European Sleep Apnoea Database (ESADA)

  2020cites this paper
• Obstructive sleep apnoea phenotypes: The many faces of a public health monolith

  2020cites this paper
• A Non-Framework Multilevel Surgery May Reduce Mean Heart Rate in Patients with Very Severe Obstructive Apnea Having Confined Retroglossal Space and Framework

  2020cites this paper
• Enhancing Obstructive Sleep Apnea Diagnosis With Screening Through Disease Phenotypes: Algorithm Development and Validation

  2020influential citation
• Cluster Analysis to Identify Apnea–Hypopnea Syndrome Phenotypes: Where Are We Heading?

  2020cites this paper
• Interleukin-6 and vitamin D serum levels in patients with obstructive sleep apnea syndrome before and after long-term continuous positive airway pressure treatment

  2020cites this paper
• Phenotypic sub-types of obstructive sleep apnea: a challenge and opportunity for precision medicine.

  2019cites this paper
• The use of visceral adiposity variables in the prediction of obstructive sleep apnea: evidence from a large cross-sectional study

  2019cites this paper
• Obstructive sleep apnea phenotypes in men based on characteristics of respiratory events during polysomnography

  2019cites this paper
• Application of machine learning to predict obstructive sleep apnea syndrome severity

  2019cites this paper
• Clinical Efficacy Evaluation of Er: YAG Laser Treatments for Obstructive Sleep Apnea Hypopnea Syndrome

  2019cites this paper
• Changing Faces of Obstructive Sleep Apnea: Treatment Effects by Cluster Designation in the Icelandic Sleep Apnea Cohort

  2018cites this paper
• Obstructive Sleep Apnea and Cardiovascular Disease : Pathophysiological Mechanisms

  2018cites this paper
• Recognizable Clinical Subtypes of OSA across a Worldwide Sleep Center Population: A Cluster Analysis

  2018cites this paper
• OSAS: its burden increases, not enough the awareness

  2018cites this paper
• Evolutionary Active Constrained Clustering for Obstructive Sleep Apnea Analysis

  2018cites this paper
• Prevalence and association analysis of obstructive sleep apnea with gender and age differences – Results of SHIP‐Trend

  2018cites this paper
• Patterns of multimorbid health conditions: a systematic review of analytical methods and comparison analysis.

  2018cites this paper
• Challenges and perspectives in obstructive sleep apnoea

  2018cites this paper
• Evaluating the clinical value of the hypoxia burden index in patients with obstructive sleep apnea

  2018cites this paper
• Symptom-Based Subgroups of Koreans With Obstructive Sleep Apnea

  2018cites this paper
• Recognizable clinical subtypes of obstructive sleep apnea across international sleep centers: a cluster analysis

  2018cites this paper
• Personalised medicine in sleep respiratory disorders: focus on obstructive sleep apnoea diagnosis and treatment

  2017cites this paper
• Which place of pharmacological approaches beyond continuous positive airway pressure to treat vascular disease related to obstructive sleep apnea?☆

  2017cites this paper
• Sleep Apnea and Hypertension: Are there gender differences? The Vitoria Sleep Cohort

  2017cites this paper
• Finding Subtypes Of Obstructive Sleep Apnea Using Cluster Analysis

  2017influential citation
• Characterization of the CPAP-treated patient population in Catalonia

  2017cites this paper
• Heritability of Heart Rate Response to Arousals in Twins

  2017cites this paper
• Polysomnographic phenotypes and their cardiovascular implications in obstructive sleep apnoea

  2017cites this paper
• BRADYARRHYTHMIAS IN THE OBSTRUCTIVE SLEEP APNEA SYNDROME: TREATMENT TACTICS

  2017cites this paper
• Obstructive sleep apnea: in search of precision

  2017cites this paper
• Sleep Apnea and Hypertension: Are There Sex Differences? The Vitoria Sleep Cohort

  2017cites this paper
• Should the diagnosis and management of OSA move into general practice?

  2016cites this paper
• Rôle des eicosanoïdes dans l'athérogénèse associée au syndrome d'apnées obstructives du sommeil : approches clinique et expérimentale

  2016cites this paper
• [Personalized medicine in sleep apnea: Towards a new paradigm of comprehensive disease management].

  2016cites this paper
• [Personalized medicine in sleep apnea: Towards a new paradigm of comprehensive disease management].

  2016cites this paper