Automation Software Comparison Guide

Automation Software Comparison Guide


Software:Aarogram SmartVerify AIAIOMEGA AppSleepGladProFusion Nexus 360EnsoSleepEnsoSleep PPGSOMNUM ProMonitAirAI Sleep Care Operating SystemNeurobit PSGNonin Health PlatformNoxturnal SoftwareSleepScreen and SatScreensomnowareThe SleepImage SystemDOMINO-AIsovaGuide Featuring JeanieSleepifiWebsite:aarogram.comaiomd.comsleepglad.comcompumedics.com.auensodata.com/ensosleepensodata.com/ensosleep-ppghoneynaps.commonitairhealth.comneruhealth.comneurobit.com/psgnonin.com/nonin-healthnoxmedical.com/products/noxturnal-softwarepatientsafetyinc.comsomnoware.comsleepimage.comsomnomedics.comsovasage.comsleepifi.comDescription:Aarogram’s SmartVerify AI system generates patient estimates and verifies insurance benefits (for specific sleep services) in seconds. It connects with 1,300+ payers to fetch CPT level benefits info without having to go to any other portal and gives patients out-of-pocket responsibility estimates and prior authorization requirements specifically for sleep centers and sleep clinics.Patented sleep algorithms, body composition, nutrition, exercise, weight loss, biometric and cardiopulmonary data collection, nutrition management, proprietary widgets communicate with patient and physician. Remote patient monitoring made simple and complete.3D Mask AI technology that uses a secure platform to perform facial scanning using the patient’s own smartphone or any other camera-ready device to select the most appropriate mask for therapy. It has comprehensive mask options from all major manufacturers including pediatric masks, as well as robust analytics and compliance integrations.ProFusion software combines Nexus 360, a secure cloud-based lab management platform, with ProDigi, PSG & EEG software for precise data acquisition, automated analysis, and customizable reporting. Powered by proprietary Compumedics technology and compatible with its hardware range, ProFusion streamlines workflows, supports advanced diagnostics, and empowers clinicians to deliver efficient, high-quality care across sleep and neurodiagnostic applications.EnsoSleep is an FDA-cleared, cloud-based AI sleep scoring and study management solution for viewing, scoring, editing, and reporting of PSGs and HSATs. EnsoSleep simplifies and accelerates the sleep testing, diagnosis, and treatment workflow. The simplified workflow saves both physicians and sleep technologists time, providing more opportunities to expand patient care, improve outcomes, and treat more patients.EnsoSleep PPG is an FDA-cleared AI-powered multi-night HSAT solution that accurately analyzes photoplethysmogram (PPG) signals captured by pulse oximeters by measuring respiratory activity based on changes in blood volume and peripheral arterial tone. It accelerates the identification, diagnosis, and treatment of sleep-disordered breathing using the Celeste+ mobile app to collect and transfer data from pulse oximeters, machine learning to analyze and score studies, and a cloud-based platform to review, edit, and report on the data.FDA-cleared SOMNUM is an automatic analysis, scoring, and advanced reporting tool. It was developed based on explainable artificial intelligence (X.AI) that can automatically read polysomnography results, reduce time, and even predict diseases.All-in-one, HIPAA-compliant FDA-registered Medical Device Data System combines remote data monitoring and telemedicine features to help improve patient outcomes while increasing provider and patient engagement.Neru Health’s AI platform unifies the sleep therapy journey—covering patient acquisition, CPAP adherence coaching, diagnostics support, and resupply management. Neru combines conversational AI, behavioral science, and real-time device/EHR data to deliver 24/7 patient engagement (via voice, text message, or web) while integrating directly into provider workflows.AASM-compliant and clinically validated, Neurobit PSG leverages deep learning for auto-scoring and precise sleep event detection. Available in cloud or on-premise.Nonin Health, a cloud-based platform, was designed to simplify and speed up the overnight oximetry testing process. With fewer manual steps, sleep clinicians and homecare providers can now receive test results as soon as the patient completes the test, manage device inventory, and spend less time on non-reimbursed services. Key applications include pre-screening of sleep and breathing disorders, monitoring OSA therapy, oral appliance titration, oxygen qualification and re-care testing.Noxturnal software unlocks the full potential of Nox A1s and T3s sleep recorders, offering integrated AI-powered analysis, detailed raw data scoring and review, intuitive recording management, and powerful reporting capabilities.SleepScreen (home sleep testing) and SatScreen (oximetry only) analysis. It works only with systems with high-resolution oximetry (low averaging and tenth of a % SpO2 reporting). Pattern-based analysis for detection of patterns of sleep-disordered breathing (endotypes and phenotypes).Somnoware is a cloud-based, brand-agnostic platform that streamlines the entire sleep patient diagnostic process. By automating workflows and with advanced integrations with sleep test software, EHR systems, and sleep/respiratory care therapy vendors, Somnoware eliminates sleep diagnostic bottlenecks, helping providers improve efficiency, ensure more patients complete testing, and accelerate therapy initiation.The SleepImage System is FDA-cleared and CE-marked SaMD for clinical diagnosis and management of sleep disordered breathing in children (2+) and adults. Validated against PSG with 130+ published research studies, it enables remote patient monitoring for ongoing treatment management. The proprietary SleepImage Sleep Quality Index (SQI) reflects health outcomes and empowers patients.DOMINO-AI is an AASM-certified automatic analysis to score sleep staging. Available on-premise with two sales models either pay-per-use or an annual license per device. Complete integration with our DOMINO software suite.An AI-powered platform for PAP therapy management, featuring the a virtual PAP coach. Designed to boost compliance and drive long term adherence >81% success. Jeanie delivers real-time, personalized support tailored to each patient’s journey.Sleepifi is a cloud-based SaaS platform that enables sleep professionals to manage a profitable HST operation utilizing the latest disposable and reusable HST sensor technology. Testing as a service (TaaS) outsourced functions also available for fulfillment, patient support, report interpretations, and more.What it Automates:Patient estimates, insurance benefits verification, prior auth requirements.Remote patient monitoring.Traditional PAP mask fittings and selection, refits, automated mask resupply and conversion processes.Workflow tasks, messaging, notifications, patient pathways, and reporting with advanced algorithms for automatic analysis and assisted review.Sleep study scoring, analysis, report generation.Multi-night sleep study collection from pulse oximeters, study scoring, analysis, report generation.Sleep study scoring, analysis, edition, and report generation based on explainable AI.Nightly CPAP data pulled into centralized hub, advanced adherence tracking.For providers: Cross-device compliance reporting, resupply workflows, insurance/eligibility checks. For patients: CPAP diagnostics and troubleshooting, adherence coaching, resupply reminders, with complex issues escalated to staff.AI-driven sleep scoring, data handlingUploads of testing dataSleep study scoring, analysis, and report generationPattern-based analysis provides better analysis of endotypes and phenotypes within the signals; automates study scoring and advanced analysis of data.Patient intake, scheduling, diagnostic interpretation, and DME order handoffSleep study analysis, with metrics including (SQI), sAHI, hypoxic burden, RDI, sNREM, uNREM, REM, sleep onset; workflow between prescribing clinicians and interpreting physiciansSleep staging: wake, REM, N1, N2 and N3, as well as artifacts. Based on the impedance, the side with best signal quality will be selected for the analysis. Also provides indication on how confident the analysis is.Mask fitting, compliance monitoring, follow-up and physician appointment reminders.Testing workflows, shipping/receiving, inventory management, patient notifications, interpretations, auto-faxing reports.Default Dashboard:Patient list by stage insurance eligibility status, patient estimate, payment status, prior auth requirement, appointment date, user comment, etc.Biometrics, sleep, nutrition, exercise, blood pressure, blood glucose, activities and exercise, body type, blood oxygen saturation.Patient activity, custom settings and formulary, knowledge base, ad hoc reports, analytics, compliance alerts, user management, patient importer.Customizable widgets tailored to user roles and patient pathways, with filterable views and quick links.Overall lab volume by test type, studies need interpretation, “good study” success status per patient, basic study metrics such as AHI and total sleep time.Study status, testing start and end dates, study type, number of nights recorded (and whether successful, pending, or inadequate), clinic location, assignees for reviewing, interpreting, and finalizing the report, basic study metrics such as eAHI and total sleep time.Number of users, patient list and information, user information, customized scoring criteria, study configuration, etc.CPAP patient risk stratification, CPAP usage data, monitoring activity, etc Call/text resolution and engagement metrics, patient compliance metrics and feedback (device-agnostic), resupply trackingStages, events, montage selection, 3%-4% rule selection, spindle detection, artifacts, pediatric selection, ECG-based staging(not submitted)The Study Library; study overview page for easy interpretation with all the key sleep metrics and a graphical timeline of the key signals and trendsRDI, AHI, saturation baseline drift, and severity indicators among many advanced dashboardsPatient queue, referral intake, scheduling overview, study manager (HST & PSG), physician queue, report sign-offs, DME manager, inventory status, alerts & tasks, patient engagement questionnaire status, operational reports, metricsPatient list, last study, total studies, status of studies, total number of studies/patient, overview of primary diagnostics parameters, trends over time, sleep health information, report generation by type, Interpretation request, spectral analysis of sleep architecture, raw dataDesigned according to customer preferences. Optional: can compare diagnostic with therapy nights or other two nights if wished. Also an interrater scorer functionality available.# mask exchanges, reason for exchange, category of mask, brand; mask leak, AHI, number of days to meet compliance, number of therapy nights, number of nights >4 hours of usage, number of events avoided, long-term adherence ( 91 to 365 days); reporting by referral, by payer, by RT , total number of patients, by location, and more.HST metrics: pending and completed tests, pending and completed interpretations, inventory on-hand, and more. Ability to view all metrics by location or the entire organization.Where it is Used:Sleep Disorders Centers, Private Medical Practices, Dental Sleep Practices, HMEs/DMEs, Health SystemsSleep Disorders Centers, Private Medical Practices, Dental Sleep Practices, HMEs/DMEs, Health SystemsSleep Disorders Centers, Private Medical Practices, HMEs/DMEs, Health SystemsSleep Disorders Centers, Private Medical Practices, Dental Sleep Practices, Health SystemsSleep Disorders Centers, Private Medical Practices, Dental Sleep Practices, HMEs/DMEs, Health SystemsSleep Disorders Centers, Private Medical Practices, Dental Sleep Practices, HMEs/DMEs, Health SystemsSleep Disorders Centers, Private Medical Practices, Dental Sleep PracticesSleep Disorders Centers, Private Sleep Practices, HMEs/DMEs, Health SystemsSleep Disorders Centers, Private Medical Practices, HMEs/DMEs, Health SystemsSleep Disorders Centers, Private Medical Practices, Dental Sleep Practices, HMEs/DMEs, Health SystemsSleep Disorders Centers, Private Medical Practices, Dental Sleep Practices, HMEs/DMEs, Health SystemsSleep Disorders Centers, Private Medical Practices, Dental Sleep Practices, Health SystemsSleep Disorders Centers, Private Medical Practices, Dental Sleep Practices, HMEs/DMEs, Health SystemsSleep Disorders Centers, Private Medical Practices, Health SystemsSleep Disorders Centers, Private Medical Practices, Dental Sleep Practices, HMEs/DMEs, Health SystemsSleep Disorders Centers, Private Medical Practices, Dental Sleep Practices, HMEs/DMEs, Health SystemsSleep Disorders Centers, Private Medical Practices, HMEs/DMEs, Health SystemsSleep Disorders Centers, Private Medical Practices, Dental Sleep Practices, HMEs/DMEs, Health SystemsPricing Structure:One-time setup fee + monthly subscription based on scope and patient volume (starting at $225/month)Free and paid ($9.99) versionsMonthly subscription that includes scans per monthLicensing and subscription-based models based on practice size and integration needswww.ensodata.com/pricingOne price for up to 7 nights of testing per patient$30,000/copyMonthly subscription (cost based on number of active patients)Based on service level, patient volume, and selected features. Typical engagements include a one-time setup fee, followed by a monthly platform fee and usage-based pricingPSG: $10-$17, HST: $3-$8Subscription (annual or monthly)Included with Nox diagnostic testing systems at no additional cost and does not require licensesUnlimited use of each oximetry for seat license of $35/device; call for HST pricingTiered subscription with various package optionsContact for package optionsPay per use or annual licensePay only for active patientsDiscounted pricing on HST devices and monthly SaaS feeAlerts/Notifications:Patient estimate inquiry, insurance benefits info update, user comment, estimate/payment status changeHydration, blood pressure, nutrition, activities, heart rateMagnetic contraindications, system alerts, patient survey reported issues, multiple patient statusesConfigurable alerts for workflow tasks, messaging, and patient pathway milestones; device usage prompts, options for automated checks of dataStudies read for interpretation, advanced metrics including hypoxic burden and potential indicators of cardiac arrhythmia, study sections that contain dropped or noisy signals, advice on when split criteria is reachedProviders: Study success, data artifact, advanced metrics (including hypoxic burden, potential indicators of cardiac arrhythmia), delay in interpretation. Patient: Study processed or need to record another nightAlert and advice on scored reportChange in patient CPAP usage data, incoming patient communicationsFor patients: therapy education, troubleshooting support, nonadherence risk alerts, resupply reminders. For providers: complex troubleshooting issues, nonadherence risk alerts, failed resupply attempts(not submitted)(not submitted)Signal quality alerts (artifacts or noisy signals), notification for studies that are too short, firmware upgrade alerts for Nox T3, Nox A1, and Nox C1 devices, SPo2 and pulse parameter notifications when values drop below set threshold, notification when configuring a device that already contains a recordingUser-defined searchable alerts for hospital screening of congestive heart failure, afib, perioperative patientsAppointment reminders, patient intake forms due, study status updates, pending interpretation reports, unsigned physician reports, DME order statusEvaluate Color – color-coded boxes to guide clinical investigationReliability of the DOMINO-AI analysisEscalation to live coaching when necessary, customized alertsPatient engagement (questionnaires, reminders to test and return equipment), workflow status notificationsIntegrations:Select EHR and PM systems, provider websiteApple Watch, Samsung Watch, Oura Ring, Whoop, Garmin, Peloton, Apple Health Kit, Google Fit KitInteractive Compliance, React Health, S3 Resupply, e-commerce sitesEMR, HIS, DME systemsCompatible with most leading software and devices; contact EnsoData to confirm compatibilityMultiple FDA-cleared pulse oximeters including Viatom Checkme O2 Max, Viatom Oxyfit PO6, BodiMetrics circul Pro, Nonin 3150 BLE, Advanced Brain Monitoring Night Shift(not submitted)All major PAP/NIV manufacturers Brightree, Niko Health, AirView, React Health, Salesforce(not submitted)Nonin Medical’s WristOx2 Model 3150 pulse oximeterIntegration with Tx Link I & II and Sentec TcCO2, supports 10-20 referential and bipolar EEG recording through integration with Lifelines R40 amplifier. Integration with Somnoware and Citrix compatibility.SleepSat BLE, SleepSat, Minolta 300i; Apnova disposable HST device coming soonRobust API integrationsResmed TX Link, Capnometers (LoFlo, Sentec, Radiometer)API available for popular EHR/billing systems; integration team for other systemsNightOwl, SleepImage, ApneaLink, Alice NightOne, EnsoData, Athena, ModMedAI/Machine Learning Features:Automated benefits at CPT level, real-time patient financial responsibility, insurance payment forecast, reimbursement reportingAlgorithms for exercise, nutrition, hydration, sleep stages, and sleep efficiencyProprietary algorithm builds a database of patient attributes and facial measurements to provide the most appropriate mask recommendation with 97% accuracyProprietary algorithms and deep learning models to automate analysis and assist review, improving scoring accuracy, interpretation speed, and clinician efficiencyEnsoSleep uses machine learning to score and stage studies with 93% diagnostic accuracy for the four AHI severity groupsAI and machine learning to score and stage studies with over 92% sensitivity for sleep apnea, 84% REM positive agreement, +/- 1 mean eAHI, and 5.5 minutes average difference when comparing PPG total sleep time to PSGSOMNUM is based on explainable AI to score sleep study, and the overall average of Kappa is 0.86NoneClinician-trained AI uses device+EHR data and persistent memory to personalize coaching, reduce noncompliance, automate resupply, and escalate complex cases—continuously improving through patient and provider feedbackDeep-learning-enabled platform for auto-scoring and staging both online and on-premise(not submitted)Autoscoring, sleep staging analysis, respiratory flow analysis, PLM analysis, and bruxism analysis are built in Noxturnal SoftwareSleep stagingNew features in development; integrates with vendors offering AI technologies for automated scoring; uses rules-based automation to streamline patient engagementNoneAASM certification of the sleep stagingAI- coaching, with machine learning (now 4+ years old)Coming soonYear Introduced:202320232019201720172024202320212023202320252009201120132019202320212022Demo Scheduling:[email protected], 917-727-6892Apple App Store[email protected][email protected], 704-749-3200ensodata.com/request-demo, [email protected]ensodata.com/ensosleep-ppg/#demo, [email protected][email protected]monitairhealth.com/
request-a-demoneruhealth.com/sleepreviewdemoneurobit.com/psg#book-an-appointment[email protected]noxmedical.com/contact, [email protected][email protected]somnoware.com/request-demo[email protected], 720-708-4200866-361-9937, [email protected][email protected]855-472-8776, [email protected]



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