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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">JAIBD</journal-id>
      <journal-title-group>
        <journal-title>Journal of Artificial Intelligence and Big Data</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2771-2389</issn>
      <issn pub-type="ppub"></issn>
      <publisher>
        <publisher-name>Science Publications</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.31586/jaibd.2025.1248</article-id>
      <article-id pub-id-type="publisher-id">JAIBD-1248</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Review Article</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>
          Tech Transformations: Modern Solutions for Obstructive Sleep Apnea
        </article-title>
      </title-group>
      <contrib-group>
<contrib contrib-type="author">
<name>
<surname>Ramakrishnan</surname>
<given-names>Akshay</given-names>
</name>
<xref rid="af1" ref-type="aff">1</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Rhee</surname>
<given-names>Raju</given-names>
</name>
<xref rid="af2" ref-type="aff">2</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lath</surname>
<given-names>Gunjan</given-names>
</name>
<xref rid="af3" ref-type="aff">3</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ramakrishnan</surname>
<given-names>Riya</given-names>
</name>
<xref rid="af3" ref-type="aff">3</xref>
</contrib>
      </contrib-group>
<aff id="af1"><label>1</label> Velammal Hospital Madurai and Medical College, Tamil Nadu, India</aff>
<aff id="af2"><label>2</label> Kerala Genome Data Centre, India</aff>
<aff id="af3"><label>3</label> Doctek Innovation Pvt Ltd, India</aff>
      <pub-date pub-type="epub">
        <day>22</day>
        <month>01</month>
        <year>2025</year>
      </pub-date>
      <volume>5</volume>
      <issue>1</issue>
      <history>
        <date date-type="received">
          <day>06</day>
          <month>12</month>
          <year>2024</year>
        </date>
        <date date-type="rev-recd">
          <day>11</day>
          <month>01</month>
          <year>2025</year>
        </date>
        <date date-type="accepted">
          <day>20</day>
          <month>01</month>
          <year>2025</year>
        </date>
        <date date-type="pub">
          <day>22</day>
          <month>01</month>
          <year>2025</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>&#xa9; Copyright 2025 by authors and Trend Research Publishing Inc. </copyright-statement>
        <copyright-year>2025</copyright-year>
        <license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/4.0/">
          <license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p>
        </license>
      </permissions>
      <abstract>
        Recent advancements in the screening, diagnosis, and management of obstructive sleep apnea (OSA) have significantly improved patient outcomes. For screening, the use of home sleep apnea testing (HSAT) has become more prevalent, offering a convenient and cost-effective alternative to traditional in-lab polysomnography. HSAT devices have shown good specificity and sensitivity, particularly in patients with a high pre-test probability of OSA. In terms of diagnosis, advancements in wearable technology and mobile health applications have enabled continuous monitoring of sleep patterns and respiratory parameters. These tools provide valuable data that can be used to identify OSA more accurately and promptly. Additionally, machine learning algorithms are being integrated into diagnostic processes to enhance the accuracy of OSA detection by analyzing large datasets and identifying patterns indicative of the condition. Management of OSA has also seen significant progress. Continuous positive airway pressure (CPAP) therapy remains the gold standard, but new developments include auto-adjusting CPAP devices that optimize pressure settings based on real-time feedback. Mandibular advancement devices and hypoglossal nerve stimulation are emerging as effective alternatives for patients who are CPAP-intolerant. Furthermore, lifestyle interventions such as weight management, positional therapy, and exercise have been shown to complement medical treatments, leading to better overall outcomes. This review article highlights these advancements that collectively contribute to improved patient adherence, reduced symptoms, and enhanced quality of life for individuals with OSA.
      </abstract>
      <kwd-group>
        <kwd-group><kwd>Obstructive Sleep Apnea</kwd>
<kwd>OSA</kwd>
<kwd>Advancements in OSA</kwd>
<kwd>Digital Health in OSA</kwd>
<kwd>Wearable Technology in OSA</kwd>
<kwd>Machine Learning in OSA</kwd>
<kwd>Home Sleep Apnea Testing (HSAT)</kwd>
<kwd>Continuous Positive Airway Pressure (CPAP)</kwd>
<kwd>Mandibular Advancement Devices</kwd>
<kwd>Hypoglossal Nerve Stimulation</kwd>
</kwd-group>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1">
<title>Introduction</title><p>Obstructive Sleep Apnea (OSA) is a prevalent condition characterized by repeated episodes of partial or complete obstruction of the upper airway during sleep, leading to disrupted sleep and various health complications. Over the past decade, significant advancements have been made in both the diagnosis and management of OSA, driven by technological innovations and a deeper understanding of the condition [
<xref ref-type="bibr" rid="R1">1</xref>].</p>
<p>Digital therapeutics for sleep apnea encompass a range of technology-driven interventions designed to improve the management and treatment of obstructive sleep apnea (OSA). These interventions often utilize digital platforms, such as smartphone applications and telemedicine, to enhance patient engagement, adherence to therapy, and overall treatment outcomes [
<xref ref-type="bibr" rid="R2">2</xref>].</p>
<p>While there have been lot of research &#x26;#x00026; development happening in the segment of sleep apnea, literature regarding these advancements remain fragmented like the patient journey of sleep apnea. This article aims to summarize the recent trends and technological advancements in sleep apnea diagnosis and management including the companies that have ventured into this space.</p>
</sec><sec id="sec2">
<title>Method and Methodology</title><title>2.1. Literature Search</title><p>A comprehensive literature search was conducted to identify studies published in the last 12 years (2013-2024) focusing on advancements in the screening, diagnosis, and management of obstructive sleep apnea (OSA). The following databases were searched: PubMed, MEDLINE, EMBASE, Cochrane Library, and Google Scholar. Keywords used in the search included "obstructive sleep apnea," "OSA," "advancements in OSA," "digital health in OSA," "wearable technology in OSA," "machine learning, in OSA " "home sleep apnea testing," "HSAT," "continuous positive airway pressure," "CPAP," "mandibular advancement devices," and "hypoglossal nerve stimulation."</p>
<title>2.2. Inclusion and Exclusion Criteria</title><p>Studies were included if they:</p>
<p>Were published between January 2013 and December 2024.</p>
<p>Focused on human subjects.</p>
<p>Discussed advancements in the screening, diagnosis, or management of OSA.</p>
<p>Were peer-reviewed articles, clinical trials, or systematic reviews.</p>
<p></p>
<p>Studies were excluded if they:</p>
<p>Were not available in English.</p>
<p>Focused on pediatric populations exclusively.</p>
<p>Were case reports, editorials, or opinion pieces.</p>
<p></p>
<p>Besides literature search, google search was made on existing companies in this space using the mentioned keywords along with the suffix &#x26;#x02018;companies&#x26;#x02019;. </p>
<title>2.3. Data Extraction and Synthesis</title><p>Data from the selected studies were extracted using a standardized form, which included information on advancements in different aspects of sleep apnea journey, and key findings. The extracted data were then synthesized to provide a comprehensive overview of the recent advancements in the field of OSA.</p>
<title>2.3. Keywords</title><p>Obstructive Sleep Apnea</p>
<p>OSA</p>
<p>Advancements in OSA</p>
<p>Digital Health in OSA</p>
<p>Wearable Technology in OSA</p>
<p>Machine Learning in OSA</p>
<p>Home Sleep Apnea Testing (HSAT)</p>
<p>Continuous Positive Airway Pressure (CPAP)</p>
<p>Mandibular Advancement Devices</p>
<p>Hypoglossal Nerve Stimulation</p>
</sec><sec id="sec3">
<title>Advancements across continuum of care</title><p>There have been gaps noted in the screening, diagnosis, management, therapy adherence, treatment, and monitoring of sleep apnea across the spectrum of patient journey. To address these underlying issues, there have been innumerable advancements at each of these steps.</p>
<p><bold>Screening and Diagnosis:</bold> Digital tools, including smartphone-based applications and wearables, are being developed to aid in the screening and diagnosis of OSA. These are portable devices that allow patients to undergo sleep studies in the comfort of their own homes. These devices typically record sleep sounds and respiratory movements, using deep learning algorithms to detect sleep apnea events and calculate the apnea-hypopnea index (AHI). While promising, these tools require further validation against the gold standard of polysomnography [
<xref ref-type="bibr" rid="R3">3</xref>].</p>
<p>Some of the notable HSAT devices currently in the market are as follows:</p>
<p><bold>WatchPAT</bold>- A compact, wearable device consisting of wrist, finger and chest components that uses the proprietary Peripheral Arterial Tone (PAT) technology to non-invasively measure arterial tone changes in peripheral arterial beds which are indicative of respiratory events. It records multiple parameters including oxygen saturation, heart rate, actigraphy (body movements), and snoring [
<xref ref-type="bibr" rid="R4">4</xref>].</p>
<p>Advancements:</p>
<p>Capable of estimating all respiratory arousals, including cortical arousals, with high accuracy. </p>
<p>Utilizes advanced algorithms to automatically analyze data and generate detailed sleep reports.</p>
<p>Data can be uploaded to a cloud platform for remote analysis and review by healthcare providers.</p>
<p></p>
<p><bold>ApneaLink</bold><bold> Air</bold>: A compact device that records nasal airflow, respiratory effort, pulse, and oxygen saturation [
<xref ref-type="bibr" rid="R5">5</xref>].</p>
<p><bold>NightOwl</bold>- A small, wearable device that attaches to the fingertip and measures oxygen saturation, heart rate, and pulse wave amplitude. It provides a comprehensive sleep report through a connected app [
<xref ref-type="bibr" rid="R6">6</xref>].</p>
<p>Advancements: </p>
<p>Uses cloud-based algorithms to analyze data and generate detailed reports.</p>
<p></p>
<p><bold>Sonomat</bold><bold>- </bold>A foam mattress with embedded sensors that detect respiratory movements and breath sounds. It uses these signals to classify sleep stages and detect OSA events [
<xref ref-type="bibr" rid="R7">7</xref>].</p>
<p>Advancements: </p>
<p>High accuracy in detecting OSA with non-contact monitoring. </p>
<p></p>
<p><bold>Beddr</bold><bold> </bold><bold>SleepTuner</bold><bold>- </bold>A small sensor that attaches to the forehead to measure oxygen saturation, heart rate, and sleep position. It provides insights into sleep quality and potential OSA events [
<xref ref-type="bibr" rid="R8">8</xref>].</p>
<p>Advancements: </p>
<p>Portable and easy to use, with data accessible via a smartphone app. </p>
<p></p>
<p><bold>Sleepiz</bold><bold>- </bold>The Sleepiz One+ is a contactless home sleep apnea monitoring device designed to make apnea detection easy and comfortable for patients and clinicians [
<xref ref-type="bibr" rid="R9">9</xref>].</p>
<p>Advancements:</p>
<p>Uses highly accurate radar signals to measure vital signs such as breathing rate and pulse rate continuously without any physical contact.</p>
<p>Measurements can be accessed through a web interface and are pushed to clinicians for analysis.</p>
<p>The device is CE-marked and classified as a Class IIa medical device under EU regulations.</p>
<p></p>
<p><bold>Apple Watch Series 10- </bold>This has several advanced health features, including the ability to detect signs of obstructive sleep apnea (OSA).</p>
<p>Advancements:</p>
<p>Breathing Disturbance Monitoring- It uses built-in sensors to monitor respiratory patterns and detect irregularities [
<xref ref-type="bibr" rid="R10">10</xref>].</p>
<p>Sleep Apnea Notifications- If the watch detects frequent breathing disturbances over a 30-day period, it sends a notification suggesting the possibility of sleep apnea. This alert includes a summary of the detected events and a PDF report that can be shared with healthcare providers [
<xref ref-type="bibr" rid="R10">10</xref>,<xref ref-type="bibr" rid="R11">11</xref>].</p>
<p>Integration with Health App- All sleep and respiratory data are synced with the Health app on the iPhone, allowing users to review their sleep patterns and breathing disturbances. The app provides detailed insights and trends over time [
<xref ref-type="bibr" rid="R10">10</xref>].</p>
<p>FDA Clearance- The sleep apnea detection feature has received clearance from the U.S. Food and Drug Administration (FDA), ensuring its reliability and accuracy [
<xref ref-type="bibr" rid="R11">11</xref>].</p>
<p></p>
<p><bold>Drug-Induced Sleep Endoscopy (DISE)- </bold>A procedure where a patient is sedated to mimic sleep, allowing for dynamic visualization of the upper airway to identify the site of obstruction [
<xref ref-type="bibr" rid="R12">12</xref>].</p>
<p>Advancements:</p>
<p>The integration of digital advancements, such as enhanced imaging, AI, telemedicine, and VR/AR, has further improved the accuracy, efficiency, and accessibility of this procedure. These innovations have enhanced its accuracy and utility in guiding surgical interventions. </p>
<p><bold>Therapy Adherence:</bold> Digital therapeutics also focus on improving adherence to positive airway pressure (PAP) therapy, which is the standard treatment for OSA. Telemedicine interventions have been shown to increase PAP adherence by providing continuous monitoring and feedback, which can be more effective than traditional follow-up methods. Smartphone applications can also support adherence by offering educational content and reminders, as well as tracking usage data [
<xref ref-type="bibr" rid="R13">13</xref>]. This has led to significant advances in management.</p>
<p>Positive Airway Pressure (PAP) Therapy </p>
<p>Features: Continuous Positive Airway Pressure (CPAP) remains the gold standard for OSA treatment. Newer devices are quieter, more comfortable, and equipped with advanced features like auto-adjusting pressure and humidification.</p>
<p>Examples: </p>
<p><bold>ResMed </bold><bold>AirSense</bold><bold> 10</bold>: Offers auto-adjusting pressure and integrated humidification [
<xref ref-type="bibr" rid="R14">14</xref>].</p>
<p><bold>Philips </bold><bold>DreamStation</bold><bold>: </bold>Features advanced data tracking and connectivity options [
<xref ref-type="bibr" rid="R15">15</xref>].</p>
<p><bold>Bongo Rx: </bold>A nasal device that creates positive airway pressure by using the patient&#x26;#x02019;s own breathing. It is designed for use during sleep to keep the airway open. Advancements: Compact, travel-friendly, and does not require a power source [
<xref ref-type="bibr" rid="R16">16</xref>].</p>
<p>Oral Appliances</p>
<p>Features: Custom-fitted devices that reposition the lower jaw and tongue to keep the airway open during sleep.</p>
<p>Advancements: Improved materials and designs have increased comfort and efficacy.</p>
<p>Examples: </p>
<p><bold>SomnoDent</bold><bold>: </bold>A mandibular advancement device with a high compliance rate [
<xref ref-type="bibr" rid="R17">17</xref>].</p>
<p><bold>ProSomnus</bold><bold>: </bold>Offers precision-fit and adjustable featuresv [
<xref ref-type="bibr" rid="R18">18</xref>].</p>
<p>Hypoglossal Nerve Stimulation (HGNS)</p>
<p>Features: An implantable device that stimulates the hypoglossal nerve to maintain airway patency during sleep.</p>
<p>Advancements: Enhanced patient selection criteria and long-term efficacy data have solidified its role in OSA management.</p>
<p>Examples: </p>
<p><bold>Inspire: </bold>An FDA-approved device that monitors breathing patterns and delivers mild stimulation to the hypoglossal nerve<bold> </bold>[
<xref ref-type="bibr" rid="R19">19</xref>].</p>
<p>Behavioral and Lifestyle Interventions</p>
<p>Features: Weight loss, exercise, and positional therapy are critical components of OSA management.</p>
<p>Advancements: Digital health platforms and mobile apps provide personalized coaching and monitoring.</p>
<p>Examples: </p>
<p><bold>Sleepio</bold><bold>: </bold>An app offering cognitive behavioral therapy for insomnia, which can complement OSA treatment [
<xref ref-type="bibr" rid="R20">20</xref>].</p>
<p><bold>myAir</bold><bold> by ResMed: </bold>Tracks PAP therapy usage and provides feedback and support [
<xref ref-type="bibr" rid="R21">21</xref>].</p>
<p>Medicines</p>
<p>Tirzepetide, marketed as Zepbound, has been approved by the FDA for treating moderate to severe obstructive sleep apnea (OSA) in obese adults. This dual GLP-1 and GIP receptor agonist helps reduce body weight, which in turn improves OSA symptoms. Clinical trials have shown significant reductions in the apnea-hypopnea index (AHI) and body weight, making it a promising option for managing OSA in obese patients [
<xref ref-type="bibr" rid="R22">22</xref>,<xref ref-type="bibr" rid="R23">23</xref>].</p>
<p></p>
<p><bold>Physical Therapy: </bold>Some digital therapeutics include applications that guide patients through physical therapy exercises aimed at strengthening the upper airway and respiratory muscles. These applications provide video tutorials and scheduling functions to facilitate home-based therapy, although further studies are needed to confirm their efficacy [
<xref ref-type="bibr" rid="R24">24</xref>].</p>
<p><bold>Remote Monitoring: </bold>Remote monitoring systems, often integrated with smartphone applications, allow for real-time tracking of therapy compliance and provide feedback to both patients and healthcare providers. This approach has been shown to improve compliance with devices such as CPAP which are commonly used [
<xref ref-type="bibr" rid="R13">13</xref>,<xref ref-type="bibr" rid="R25">25</xref>,<xref ref-type="bibr" rid="R27">27</xref>].</p>
</sec><sec id="sec4">
<title>Advancements in Technology</title><p>Recently the market has been flooded with sleep apnea devices and digital therapies. All this has been possible due to advancements in the following underlying technology:</p>
<p><italic><bold>Enhanced Sensors</bold></italic></p>
<p><bold>Precision</bold>: Improved sensors provide more accurate measurements of heart rate, oxygen saturation, and respiratory rate, all of which are crucial for detecting sleep apnea [
<xref ref-type="bibr" rid="R26">26</xref>].</p>
<p><italic><bold>Machine Learning Algorithms</bold></italic></p>
<p>Smart Analysis: Advanced machine learning algorithms analyze the collected data to identify patterns and anomalies that may indicate sleep apnea. This enhances the accuracy of detection and reduces false positives.</p>
<p>Advanced machine learning algorithms analyze breathing patterns to adjust pressure in real-time in Smart CPAP machines [
<xref ref-type="bibr" rid="R26">26</xref>].</p>
<p><italic><bold>User-Friendly Interface</bold></italic></p>
<p>Ease of Use: The setup process for sleep apnea detection is straightforward, and the user interface is designed to be intuitive, making it easy for users to understand their sleep health [
<xref ref-type="bibr" rid="R27">27</xref>].</p>
<p><italic><bold>IoT (Internet of Things)</bold></italic></p>
<p>Remote Patient Monitoring: Devices are connected to apps or cloud platforms for remote monitoring and reporting [
<xref ref-type="bibr" rid="R28">28</xref>].</p>
<p><italic><bold>Fluid Dynamics</bold></italic></p>
<p>Utilizes vortex airflow principles to optimize airway pressure [
<xref ref-type="bibr" rid="R29">29</xref>].</p>
<p><italic><bold>Compact Engineering</bold></italic></p>
<p>Designs focus on minimalistic masks and quieter motors [
<xref ref-type="bibr" rid="R30">30</xref>].</p>
<p><italic><bold>Neurostimulation &#x26;#x00026; Electrical Stimulation Technology</bold></italic></p>
<p>Uses electrical pulses to stimulate the hypoglossal nerve or target specific group of muscles, preventing airway collapse. Eg. Inspire Therapy [
<xref ref-type="bibr" rid="R19">19</xref>].</p>
<p><italic><bold>Photoplethysmography (PPG)</bold></italic></p>
<p>Measures changes in blood flow via light to detect breathing irregularities [
<xref ref-type="bibr" rid="R26">26</xref>].</p>
<p><italic><bold>Infrared Imaging</bold></italic></p>
<p>Non-intrusive monitoring of body movements during sleep [
<xref ref-type="bibr" rid="R31">31</xref>].</p>
<p><italic><bold>Computer Vision Algorithms</bold></italic></p>
<p>Analyze motion patterns to detect apnea events [
<xref ref-type="bibr" rid="R26">26</xref>].</p>
<p><italic><bold>Data Analytics</bold></italic></p>
<p>Track device usage, pressure settings, and sleep patterns [
<xref ref-type="bibr" rid="R32">32</xref>].</p>
<p><italic><bold>Cloud Integration</bold></italic></p>
<p>Store data for remote access by healthcare providers [
<xref ref-type="bibr" rid="R32">32</xref>].</p>
<p><italic><bold>Push Notification Systems</bold></italic></p>
<p>Provide reminders to improve adherence [
<xref ref-type="bibr" rid="R13">13</xref>,<xref ref-type="bibr" rid="R25">25</xref>,<xref ref-type="bibr" rid="R27">27</xref>].</p>
<p><italic><bold>Gamification Features</bold></italic></p>
<p>Encourage consistent device usage [
<xref ref-type="bibr" rid="R33">33</xref>,<xref ref-type="bibr" rid="R34">34</xref>].</p>
<p><italic><bold>Telemedicine Integration</bold></italic></p>
<p>Enable real-time consultations with specialists [
<xref ref-type="bibr" rid="R13">13</xref>,<xref ref-type="bibr" rid="R25">25</xref>,<xref ref-type="bibr" rid="R27">27</xref>].</p>
<p><italic><bold>Biotechnology</bold></italic></p>
<p>Create safer and more effective implantable devices with biocompatible materials [
<xref ref-type="bibr" rid="R35">35</xref>].</p>
</sec><sec id="sec5">
<title>Companies in the field of OSA</title><p>Technological advances over the past decade have rendered more convenient, accurate, and user-friendly options for both diagnosing and managing OSA, ultimately improving patient outcomes and quality of life. Following is a summary of the companies that have ventured in this space of sleep apnea representing noteworthy innovations in the field of sleep medicine.</p>
<table-wrap id="tab1">
<label>Table 1</label>
<caption>
<p><b>Table 1</b><b>.</b><b> Summary of companies in sleep apnea</b></p>
</caption>

<table>
<thead>
<tr>
<th align="center">Company Name &#x00026;Country of Orgin</th>
<th align="center">Indication</th>
<th align="center">Features</th>
<th align="center"></th>
</tr>
</thead>
<tbody>
<tr>
<td align="center">3B Medical <sup>36</sup>China</td>
<td align="center">Advanced CPAP and BiPAP devices designed to  treat Sleep Apnea</td>
<td align="center">Luna G3 CPAP SystemAuto-Adjusting PressureBiPAP OptionsQuiet OperationCompact and PortableComprehensive Data Tracking</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">AeroCare <sup>37</sup><sup></sup>United States</td>
<td align="center">Holdings is a notable provider of medical  devices</td>
<td align="center">Comprehensive CPAP and BiPAP SolutionsHome Respiratory Therapy ServicesDurable Medical Equipment (DME)National NetworkAcquisition by AdaptHealth</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">ApniCure <sup>38</sup>United States&#x00026;nbsp;</td>
<td align="center">Obstructive Sleep Apnea</td>
<td align="center">Provent Therapy EPAP TechnologyAlternative to CPAPNo Need for ElectricityConvenience for Mild to Moderate  Sleep ApneaTreatment for Other Sleep  Disorder</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Apnex <sup>39</sup>United States&#x00026;nbsp;</td>
<td align="center">Innovative approach to treating obstructive  sleep apnea</td>
<td align="center">Hypoglossal Nerve Stimulation (HGNS) SystemClinical EfficacyPatient ToleranceQuality of Life ImprovementsFDA Clearanceshut down after early clinical trial results were disappointing</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Awarables <sup>40</sup>United States&#x00026;nbsp;&#x00026;nbsp;</td>
<td align="center">Innovative solutions in the Sleep Apnea  space</td>
<td align="center">AcuPebble DeviceHome-Based DiagnosisReal-Time Data AnalysisFDA ClearancePatient ComfortListed as out of business</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Belun Technology <sup>41</sup>Hong-Kong&#x00026;nbsp;</td>
<td align="center">Convenient and accessible Diagnostics for  obstructive sleep apnea</td>
<td align="center">This system facilitates convenient and accessible diagnostics for  obstructive sleep apnea, enhancing sleep disorder diagnosis in India.</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">BiLab <sup>42</sup>South Korea</td>
<td align="center">Diagnosis and management of Sleep Apnea.</td>
<td align="center">Multi-Channel Impedance PlethysmographyElectrical Impedance Tomography (EIT)AirTom-VMHome Sleep Test (HST) DeviceInnovative and Safe Technology</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">BioSerenity <sup>43</sup>France&#x00026;nbsp;</td>
<td align="center">Diagnose and  Monitor Sleep Disorders</td>
<td align="center">Creates Smart Clothing embedded with sensors to diagnose and monitor  sleep disorders, integrating AI for data analysis.</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">BMC Medical <sup>44</sup>China&#x00026;nbsp;&#x00026;nbsp;</td>
<td align="center">Sleep Apnea Treatment Space</td>
<td align="center">RESmart GII CPAP SystemComprehensive CPAP SolutionsUser-Friendly DesignAdvanced TechnologyGlobal Reach</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Circadia <sup>45</sup>United States&#x00026;nbsp;</td>
<td align="center">Managing Sleep Apnea and improving Sleep  Health</td>
<td align="center">Circadia Sleep SystemAI-Powered InsightsNon-Contact MonitoringIntegration with Smart Home DevicesFocus on Circadian Rhythms</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Circadiance <sup>46</sup>United States&#x00026;nbsp;&#x00026;nbsp;</td>
<td align="center">Sleep Weaver line of Products</td>
<td align="center">Soft Cloth CPAP MasksSleepWeaver Advance SmallBreathable and Non-Allergenic MaterialHigh Patient SatisfactionInnovative Design</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Cryosa <sup>47</sup>United States&#x00026;nbsp;</td>
<td align="center">Treatments for obstructive Sleep Apnea  (OSA).</td>
<td align="center">Cryosa&#x00026;#8482; SystemClinical TrialsExperienced TeamFunding and DevelopmentPatient-Centric Approach</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Dozee <sup>48</sup>India&#x00026;nbsp;&#x00026;nbsp;&#x00026;nbsp;</td>
<td align="center">Contactless health monitor</td>
<td align="center">Contactless health monitor that can be placed under the mattress to  track heart rate, respiration, stress levels, and sleep cycles. It generates  clinical-level reports, including indicators for sleep apnea, aiding in early  detection and management</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Dormir Bien <sup>49</sup>France</td>
<td align="center">Home Sleep  testing</td>
<td align="center">Introduces Fastnap Sleep Band for home sleep testingFocuses on diagnosing sleep apnea and monitoring sleep qualityProducts are TGA and FDA-approved</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Eaze <sup>50</sup>Berlin, Germany</td>
<td align="center">Cognitive-Behavioral  therapy</td>
<td align="center">Offers digital sleep training using cognitive-behavioral therapyProvides personalized digital sleep psychology guidance</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Ebb Therapeutics <sup>51</sup>United States&#x00026;nbsp;</td>
<td align="center">Innovative Sleep  Solutions</td>
<td align="center">Ebb Insomnia Therapy Drug-Free SolutionClinical Validation and  Evidence-BasedPotential for Combination with  CPAPImproved Daytime Alertness</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Fatigue Science <sup>52</sup>Canada&#x00026;nbsp;</td>
<td align="center">Innovative Solutions in the Field of Sleep  and Fatigue Management</td>
<td align="center">Predictive Fatigue ManagementReadiband TechnologyData-Driven InsightsIntegration with CPAP TherapyCorporate Solutions</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Fisher &#x00026; Paykel Healthcare <sup>53</sup>New Zealand&#x00026;nbsp;</td>
<td align="center">Specializing in  CPAP machines and masks</td>
<td align="center">Focus on patient comfort and have developed unique humidification technologies  to enhance therapy adherence.</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Fresca Medical <sup>54</sup>United States&#x00026;nbsp;</td>
<td align="center">Innovative approach to treating obstructive  Sleep Apnea</td>
<td align="center">CURVE Positive Airway Pressure SystemSmartValve TechnologyFDA ClearanceImproved ComplianceFocus on Patient Comfort</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Good Nidra <sup>55</sup>India&#x00026;nbsp;</td>
<td align="center">Program for diagnosing and treating Sleep Apnea. </td>
<td align="center">Utilizes the STOPBANG  Questionnaire to assess patients' risk for sleep disorders. Conducts at-home sleep studies  with the assistance of trained sleep technicians. Employs devices over a two-day  period to determine optimal treatment settings. Provides Continuous Positive  Airway Pressure (CPAP) devices. Offers continuous monitoring and  support to ensure effective management of sleep apnea.</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Hapni <sup>56</sup>United States&#x00026;nbsp;</td>
<td align="center">Sleep Apnea  Services&#x00026;nbsp;</td>
<td align="center">Online medical platform specializing in sleep apnea servicesFocuses on diagnostic accuracy and treatment</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">ImThera Medical <sup>57</sup>United States&#x00026;nbsp;</td>
<td align="center">Treating obstructive sleep apnea (OSA)  through hypoglossal nerve stimulation.</td>
<td align="center">aura6000 SystemFDA Approval for Clinical StudiesClinical EfficacyPatient Tolerance and SafetyMinimally Invasive Procedure</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Inspire Medical <sup>58</sup>United States&#x00026;nbsp;</td>
<td align="center">Treat obstructive sleep apnea</td>
<td align="center">Inspire Therapy NeurostimulationMinimally Invasive ImplantPatient-Controlled SystemAlternative to CPAPImprovement in Sleep Apnea  Symptoms</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Invicta Medical <sup>59</sup>United States&#x00026;nbsp;</td>
<td align="center">Treatments for Sleep Apnea</td>
<td align="center">Restera Neurostimulation SystemMinimally Invasive TreatmentClinical EfficacyPatient ComfortCost-Effective Solution</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Itamar Medical <sup>60</sup>Israel&#x00026;nbsp;</td>
<td align="center">Diagnosing Sleep Apnea</td>
<td align="center">Develops devices like WatchPAT for diagnosing sleep apnea. Their  technology facilitates home sleep tests, making diagnosis more accessible</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">KeePAP <sup>61</sup>United States&#x00026;nbsp;</td>
<td align="center">Notable device in the sleep apnea space.</td>
<td align="center">Responsive Positive Airway Pressure (PAP)Personalized TherapyCompact DesignClinical EfficacyRegulatory Approvals</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Metamason <sup>62</sup>United States&#x00026;nbsp;</td>
<td align="center">Treating Sleep Apnea</td>
<td align="center">Custom CPAP MasksMiia Nasal CPAP MaskTelemedicine IntegrationRecognition and Awards</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Neurobit Technology <sup>63</sup>Singapore&#x00026;nbsp;</td>
<td align="center">Advanced AI-driven Solutions in the Sleep  Apnea Space</td>
<td align="center">Neurobit PSGNeurobit ScoreOn-Premise Data SecurityAASM ComplianceInteroperabilityFocus on Biomarkers</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">NightBalance <sup>64</sup>Netherlands&#x00026;nbsp;</td>
<td align="center">Positional  Obstructive Sleep Apnea</td>
<td align="center">Sleep Position Trainer (SPT)Non-Invasive SolutionImprovement in Sleep Apnea  SymptomsSmart Technology with  Personalized Feedback</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">NuCalm <sup>65</sup>United States&#x00026;nbsp;&#x00026;nbsp;</td>
<td align="center">Stress-Induced  Insomnia, Sleep Disturbances  or Anxiety</td>
<td align="center">NuCalm Relaxation TechnologyNeuroacoustic SoftwarePortable and Non-InvasiveReduced Sleep AnxietyStress Reduction for Better Sleep</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Nyxoah <sup>66</sup>Belgium&#x00026;nbsp;&#x00026;nbsp;</td>
<td align="center">Treatment of Obstructive Sleep Apnea</td>
<td align="center">Genio SystemMinimally InvasiveFocused on Safety and ComfortAlternative to CPAP</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Oventus Medical<sup>67</sup>Australia&#x00026;nbsp;&#x00026;nbsp;</td>
<td align="center">Treat obstructive sleep apnea (OSA) and  snoring.</td>
<td align="center">O2Vent Optima3D Printing TechnologyProprietary Airway TechnologyFDA ClearancePatient Comfort</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Peerbridge Health  <sup>68</sup>United States&#x00026;nbsp;&#x00026;nbsp;</td>
<td align="center">Sleep and Heart  health management</td>
<td align="center">Collaborates with Better Night for comprehensive sleep and heart  health managementProvides wireless ECG patch for diagnosisFocuses on coordinated patient care.&#x00026;nbsp;</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Philips Respironics <sup>69</sup>Netherlands&#x00026;nbsp;</td>
<td align="center">Sleep Therapy  Devices</td>
<td align="center">Company provides a comprehensive range of sleep therapy devices,  including the DreamStation series, known for user-friendly features and  connectivity.</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">ProSomnus <sup>70</sup>United States&#x00026;nbsp;&#x00026;nbsp;</td>
<td align="center">innovative oral appliance therapy for sleep  apnea</td>
<td align="center">Custom Oral AppliancesMG6&#x00026;#8482; Medical Grade MaterialNon-Invasive TherapyTravel-Friendly DesignHigh Patient SatisfactionFDA Cleared</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">RemeSleep <sup>71</sup>United States&#x00026;nbsp;&#x00026;nbsp;</td>
<td align="center">Personalized sleep care for conditions like  Sleep Apnea and Insomnia.</td>
<td align="center">Holistic approach includes at-home diagnostics, management programs,  and lifestyle interventions. With a team of sleep and respiratory experts,  they offer CPAP/BIPAP devices, research-backed solutions, and  technology-driven care to enhance sleep quality and overall well-being.</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">ResMed <sup>72</sup>United States&#x00026;nbsp;&#x00026;nbsp;</td>
<td align="center">Sleep Apnea devices</td>
<td align="center">Smartwatch app for Apple and AndroidAI-enabled health concierge called &#x00026;quot;Dawn&#x00026;quot;Personalized sleep tracking and therapy insights</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Sana <sup>73</sup>United States&#x00026;nbsp;</td>
<td align="center">Innovative approach to improving sleep  quality and managing sleep disorders, including Sleep Apnea.</td>
<td align="center">Sana Sleep MaskNeurostimulation TechnologyPortable and User-FriendlyClinical ValidationFocus on Mental Health</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Signifier Medical Technologies <sup>74</sup>United Kingdom&#x00026;nbsp;</td>
<td align="center">Neuromuscular Electrical Stimulation</td>
<td align="center">eXciteOSA&#x00026;reg; Device- increased tongue muscle endurance.FDA ApprovalNeuromuscular StimulationClinical EfficacyNon-Invasive and Comfortable </td>
<td align="center"></td>
</tr>
<tr>
<td align="center">SleepCogni <sup>75</sup>United Kingdom&#x00026;nbsp;&#x00026;nbsp;</td>
<td align="center">Obstructive Sleep Apnea</td>
<td align="center">SleepCogni Device - Sleep Therapy  SolutionCBT-Based Approach for Sleep  HealthWearable Technology for Real-Time  FeedbackNon-Surgical Solution for Sleep  ApneaFuture Research and Development</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Sleepiz <sup>76</sup>Switzerland&#x00026;nbsp;</td>
<td align="center">Contactless sleep  monitoring devices</td>
<td align="center">Developing contactless sleep monitoring devices that measure vital  signs without any body contact, aiming to simplify sleep apnea diagnosis.</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Smart Nora <sup>77</sup>Canada&#x00026;nbsp;</td>
<td align="center">Detects early  sounds of snoring</td>
<td align="center">A non-invasive anti-snoring solution that detects early sounds of  snoring and gently moves the pillow to stimulate throat muscles, allowing for  natural breathing to resume.</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Snoring Owl <sup>78</sup>India&#x00026;nbsp;&#x00026;nbsp;</td>
<td align="center">Integrated approach to obstructive sleep  apnea</td>
<td align="center">Platform that covers screening, diagnosis, management and monitoring  for sleep apnea including lifestyle modification services</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Sommetrics <sup>79</sup>United States&#x00026;nbsp;&#x00026;nbsp;</td>
<td align="center">Innovative Solutions in the Sleep Apnea </td>
<td align="center">Non-Invasive Sleep Apnea  TreatmentMyoValve DeviceProven EfficacyCPAP Alternative Portability and Ease of UseFocus on Sleep Apnea Diagnosis</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">SomnoMed <sup>80</sup>Australia&#x00026;nbsp;&#x00026;nbsp;&#x00026;nbsp;</td>
<td align="center">Innovative Oral  Appliances</td>
<td align="center">Specializes in innovative oral appliancesProvides non-invasive alternatives to traditional CPAP therapyCaters to mild-to-moderate obstructive sleep apnea</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Somnology <sup>81</sup>Australia&#x00026;nbsp;</td>
<td align="center">Sleep monitoring  device</td>
<td align="center">Provides the SomnoRing, a medical-grade sleep monitoring device that  tracks oxygen saturation and other vital signs, assisting in the diagnosis  and management of sleep apnea.</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Vivos <sup>82</sup>&#x00026;nbsp;</td>
<td align="center">Oral Medical  Devices</td>
<td align="center">Treat mild, moderate, and severe OSA in adults, 18 years of age and  older along with positive airway pressure (PAP) and/or myofunctional therapy,  as needed.</td>
<td align="center"></td>
</tr>
<tr>
<td align="center">Zelegent <sup>83</sup>United States</td>
<td align="center">Innovative solutions in the treatment of  snoring and Sleep Apnea. </td>
<td align="center">Elevoplasty&#x00026;#8482; ProcedureElevo Kit Snoring Intervention DeviceClinical EfficacyCollaboration with Cook MedicalFocus on Minimally Invasive Solutions</td>
<td align="center"></td>
</tr>
</tbody>
</table>
</table-wrap><p></p>
<title>5.1. Impact on OSA Management</title><p>Early Detection: By identifying potential sleep apnea early, these home sleep apnea test device innovations help users seek timely medical advice and intervention, potentially preventing complications associated with untreated OSA.</p>
<p>Treatment adherence: The ability to continuously monitor sleep and respiratory health provides ongoing insights, which can be valuable for both patients and healthcare providers in managing OSA.</p>
<p><bold>Improved patient outcomes:</bold> Technological advances in telemedicine may strengthen inter-departmental collaboration to improve overall care of OSA patients.</p>
</sec><sec id="sec6">
<title>Conclusion</title><p>The past decade has seen remarkable progress in the diagnosis and management of obstructive sleep apnea. Innovations in digital tools and medical devices have made it easier to diagnose OSA accurately and manage it effectively. As technology continues to evolve, we can expect further improvements in patient outcomes and quality of life for those affected by this condition. However, further research and validation are necessary to establish their effectiveness and integration into clinical practice.</p>
<p></p>
</sec>
  </body>
  <back>
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