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Research

Narcolepsy, Depression, and REM Suppressing Antidepressants: Comorbidity & Confound Impacts on Sleep Architecture and Diagnostic Sensitivity

Narcolepsy, Depression, and REM Suppressing Antidepressants: Comorbidity & Confound Impacts on Sleep Architecture and Diagnostic Sensitivity

This study examines the impact of REM suppressing antidepressants on Narcolepsy diagnostic sensitivity in Narcolepsy patients with comorbid depression.

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Is Brain Age Malleable to Sleep Apnea Therapy_ An Exploratory Positive Airway Pressure Titration and Machine Learning-based Brain Age Study

Is Brain Age Malleable to Sleep Apnea Therapy? An Exploratory Positive Airway Pressure Titration and Machine Learning-based Brain Age Study

This study suggests brain age is “malleable” and responsive to therapies that improve sleep and thus highlights its value as a potential biomarker of brain health.

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Clinical Validation of ECG-Based Obstructive Sleep Apnea Screening Using Machine Learning

Clinical Validation of ECG-Based Obstructive Sleep Apnea Screening Using Machine Learning

The results of this study highlight the ability to expand OSA screening using ECG-based machine learning systems.

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Evaluating the Impact of Multi-Night Home Sleep Apnea Testing for Obstructive Sleep Apnea Diagnosis

Evaluating the Impact of Multi-Night Home Sleep Apnea Testing for Obstructive Sleep Apnea Diagnosis

This study evaluates the Impact of Multi-Night Home Sleep Apnea Testing for Obstructive Sleep Apnea (OSA) Diagnosis.

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AI-enabled Narcolepsy Type-1 Screening with PPG_ a Proof-of-Concept Study

AI-enabled Narcolepsy Type-1 Screening with PPG: a Proof-of-Concept Study

This study explored whether PPG-based sleep stages are robust enough to detect sleep architectural abnormalities specifically associated with Narcolepsy Type-1 (NT1).

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Association Between Positive Airway Pressure Therapy and Healthcare Costs Among Older Adults with Comorbid Obstructive Sleep Apnea and Common Chronic Conditions: An Actuarial Analysis

Association Between Positive Airway Pressure Therapy and Healthcare Costs Among Older Adults with Comorbid Obstructive Sleep Apnea and Common Chronic Conditions: An Actuarial Analysis

This study seeks to determine the association between adherence to positive airway pressure (PAP) and healthcare costs among a national sample of older adults with comorbid OSA and common chronic conditions.

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Prospective Clinical Validation of AI for PPG-based OSA detection utilizing Standardized Skin Color Assessments

This study included standardized skin pigmentation assessments to enable bias analyses in EnsoData’s PPG-Based OSA detection algorithm.

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Prospective Clinical Performance Validation of AI for PPG-based Sleep Staging

This study highlights the Prospective Clinical Performance Validation of AI for PPG-based Sleep Staging, presented by EnsoData Research.

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Impact of Area Socioeconomic Deprivation and Demographic Variables on Machine Learning Models for OSA Treatment

This study assesses the Impact of Area Socioeconomic Deprivation and Demographic Variables on Machine Learning Models for OSA Treatment.

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Testing for Obstructive Sleep Apnea by Area Socioeconomic Deprivation in Six Million Adults

This study assesses the rate of testing for Obstructive Sleep Apnea analyzed through a lens of socioeconomic demographic data.

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Recent Posts
  • Narcolepsy, Depression, and REM Suppressing Antidepressants: Comorbidity & Confound Impacts on Sleep Architecture and Diagnostic Sensitivity
  • Why Now Is the Time to Switch Your Home Sleep Testing Solution
  • EnsoData Announces Collaboration with Takeda to Improve Narcolepsy Type 1 Diagnostic Journey Using AI Tools and Technology
  • Is Single-Night Home Sleep Testing Failing Your Patients? Multi-Night Testing is the Solution
  • EnsoData™ raises $20M Series B to Expand Commercial Team
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