We love providing content and resources for the sleep medicine community. From webinars to case studies and research publications, we aim to equip sleep professionals with insight and education to help them reach and treat more patients suffering from sleep disorders.

Case Studies

EnsoSleep Opens Up Time to Support the Sleep Lab Workflow

EnsoSleep Opens Up Time to Support the Northwell Health Sleep Lab Workflow

For Northwell Health, EnsoSleep AI Scoring streamlined the sleep lab workflow, giving staff time for other sleep lab priorities, including increasing HSATs, PAP naps, and ...
Read More
EnsoSleep Study Management Helps Jiva Health Simplify and Standardize their Workflow

EnsoSleep Study Management Helps Jiva Health Simplify and Standardize their Workflow

The Jiva Health sleep team added EnsoSleep to support multiple sleep lab locations, using multiple HSAT and in-lab diagnostic devices, resulting in reduced variability among ...
Read More

Time Savings Leads to Sleep Lab Growth and Improved Patient Care

For Sanford Health, adding EnsoSleep resulted in massive time savings for their scoring team, resulting in HSAT growth, Inspire expansion, and improved patient care.
Read More
Reaching More Patients with HSATs and EnsoSleep

Reaching More Patients with HSATs and EnsoSleep

When MedBridge Healthcare added EnsoSleep AI Scoring and Study Management their PSG scoring was expedited and they were able to expand their HSAT operation.
Read More

Improving the HSAT Workflow with Sleep Study Management and Total Sleep Time

EnsoSleep Study Management supports the Awaken2Sleep team by providing a single platform to review, edit, and generate reports for all their HSAT devices.
Read More
All-in-One Scoring, Editing, and Reporting Solution Solves Sleep Lab Workflow Challenges

All-in-One Scoring, Editing, and Reporting Solution Solves Sleep Lab Workflow Challenges

EnsoSleep AI Scoring and Sleep Study Management streamlined the scoring, editing, reviewing, and reporting process for the Sleep Associates of Connecticut team, resulting in an ...
Read More

How Sleep Management Services Embraced AI Scoring to Support Sleep Clinic Growth, Reduce No-Show Rates, and Improve Referral Business

The Sleep Management Services team added EnsoSleep AI Scoring which helped their team of six scorers save time, allowing them to spend that time calling ...
Read More

How Rush Doubled the Size of their Sleep Operation without adding Staff with the help of EnsoSleep AI Scoring

For Rush Medical, adding EnsoSleep AI Scoring allowed them to add a second sleep lab location without adding scoring staff, doubling revenue without the expensive ...
Read More

How Advanced Sleep Management leveraged EnsoData AI scoring to drive consistent results, elevate patient outcomes, and improve efficiency numbers

The Advanced Sleep Management team added EnsoSleep AI Scoring to improve consistency, patient outcomes, and efficiency within their sleep lab system.
Read More

How EnsoData became more than just an AI scoring solution for St. Joseph Health

For St. Joseph Health, implementing EnsoSleep resulted in better relationships with referring physicians and increased referral traffic, plus the ability to add a sleep navigation ...
Read More

Blogs

Highlights from the SLEEP 2024 Conference - Innovations and Insights

Highlights from the SLEEP 2024 Conference: Innovations and Insights

Dive into this SLEEP 2024 Recap post for all the highlights, innovations, and insights from this year's biggest sleep medicine conference.
Read More

Aeroflow Sleep leverages EnsoData’s novel PAP therapy prediction AI model, EnsoTherapy, to improve treatment compliance

Aeroflow and EnsoData usher in a new era in personalized sleep apnea care, population health management, and patient coaching with AI-powered predictive analysis of CPAP ...
Read More

EnsoData Earns AASM Autoscoring Software Certification for EnsoSleep

EnsoData announces its FDA-cleared diagnostic AI analysis and sleep scoring solution, EnsoSleep, earned stage-specific autoscoring software certification from the American Academy of Sleep Medicine (AASM).
Read More

Enhancing Sleep Lab Efficiency with Automated Sleep Study Scoring Powered by AI

Listen to Cindy Crosby, MS, MBA, RPSGT, UCHealth Director of Sleep Services explain how EnsoSleep AI Scoring of PSGs and HSATs increased efficiency and impacted ...
Read More
EnsoSleep Study Management the AI Solution Supporting Every Role in the Sleep Lab

EnsoSleep Study Management: the AI Solution Supporting Every Role in the Sleep Lab

From technologists, to lab managers, to owners and directors, EnsoSleep Study Management offers sleep teams a single cloud-based platform to view, edit, and report on ...
Read More
EnsoSleep PPG Enables Sleep Study Analysis from Pulse Oximeters

EnsoSleep PPG Enables Sleep Study Analysis from Pulse Oximeters

EnsoSleep PPG is an FDA-cleared, AI-powered sleep diagnostic SaMD that analyzes, displays, and summarizes PPG data collected by pulse ox devices. 
Read More
Latest EnsoData FDA 510(k) Clearance Enables AI-Powered Sleep Diagnosis Using Pulse Oximetry Devices

Latest EnsoData FDA 510(k) Clearance Enables AI-Powered Sleep Diagnosis Using Pulse Oximetry Devices

EnsoData achieved FDA 510(k) clearance for groundbreaking technology that enables AI-powered sleep diagnosis using FDA-cleared pulse oximetry (pulse ox) devices.
Read More

EnsoData Prioritizes Volunteering, Fundraising, DEI Speakers in 2023

Dive into EnsoData’s volunteer and fundraising efforts, both locally and in sleep medicine, plus our DEI guest speakers of the year  Being a great teammate ...
Read More

React Health Partners with EnsoData to Utilize Predictive AI to Improve Outcomes for Patients with Sleep Apnea

EnsoData and React Health announced a strategic collaboration to optimize PAP adherence support for patients with sleep apnea using EnsoData's AI technology.
Read More
Hero image for the EnsoSleep RPSGT Scoring Ride-Along Program blog post

Unveiling the EnsoSleep RPSGT Scoring Ride-Along Program

Unveiling the EnsoSleep RPSGT Scoring Ride-Along Program  A Deep Dive into the 1:1 Customer Training with Sleep Technologist and Industry Veteran: Shahnawaz Khan, BA, RPSGT, ...
Read More

Webinars

5 Main Takeaways from the 2024 AASM Scoring Manual Updates

In this educational webinar, Shahnawaz Khan, RPSGT EnsoData Clinical Informaticist, breaks down the five main takeaways from the updates to the AASM Scoring Manual and ...
Read More
Reducing Readmissions Webinar Title Inpatient OSA Screening, AI and the Future of Sleep Navigation

Reducing Readmissions: Inpatient OSA Screening, AI and the Future of Sleep Navigation

Massey Arrington of Wellstar Health presents a riveting webinar discussing how sleep navigation programs allow health systems optimize inpatient OSA screening to reduce readmission rates ...
Read More

Optimize Sleep Center Operations to Drive 2024 Success

Cindy Crosby, UCHealth Director of Sleep Services, shares her expertise on optimizing sleep lab operations, including her business case presentation for EnsoSleep to UCHealth C-suite. ...
Read More

Making the Case for Permanent Standard Time

What impact does the semiannual time change have on our overall well-being, and what are the enduring consequences on our physical health, safety, and cognitive ...
Read More

Impact of Artificial Intelligence on the Future of Sleep Technology

Fred Turkington, EnsoData SVP of Product Management, provides insight into how artificial intelligence is impacting the evolving sleep medicine landscape. Understand trends in the delivery ...
Read More

Today is Not Tomorrow in Sleep Technology

Laura Linley, CRT, RPSGT, FAAST, EVP of Operations at Advanced Sleep Management, will explore the advancement in the delivery of patient care with an increasing ...
Read More

The Current State and Future Outlook on the Sleep Tech Profession: A 5-Year Retrospective

Watch our on-demand webinar to understand how the role of the RPSGT has evolved over the past 5 years, and what trends to anticipate in ...
Read More

A Patient’s Journey and the Value of a Sleep Coach

Lacey Adams, RPSGT, CCSH, will describe the role of Sleep Coach, the benefits a Sleep Coach provides patients, and how a Sleep Coach supports the ...
Read More

Sleep Navigators and Post-Discharge Sleep Care to Reduce Readmissions

Robert Miller, RPSGT explores barriers to screening for OSA, what you need to know to start your own program, and how a Sleep Navigator Program ...
Read More

Use Cases for AI in Health Insurance Claims Data: Screening for Undiagnosed OSA

Discover findings of our early research into the application of AI and ML algorithms to improve clinical population health management and screening methods – for ...
Read More

White Papers & eBooks

EnsoSleep PPG Clinical Performance

2024 EnsoSleep PPG White Paper

In the 2024 EnsoSleep PPG White Paper, learn about the FDA-cleared AI-Powered Sleep Diagnosis Solution that uses Pulse Oximeters
Read More
Generate Consistent Results and Improve the Sleep Lab Bottom Line with EnsoSleep Study Management

Generate Consistent Results and Improve the Sleep Lab Bottom Line with EnsoSleep Study Management

In this eBook, discover how EnsoSleep Study Management helps sleep lab directors and owners increase sleep lab revenue, improve staff efficiency, and reduce scoring inconsistencies ...
Read More
Combating Modern Sleep Lab Challenges Requires a Modern Solution EnsoSleep Study Management

Combating Modern Sleep Lab Challenges Requires a Modern Solution: EnsoSleep Study Management

Read why savvy sleep lab managers choose EnsoSleep Study Management to solve many common sleep lab challenges, including managing multiple devices, retaining staff, and finding ...
Read More
Use EnsoSleep Study Management to Overcome Three Common Sleep Tech Challenges - 02.07.2024

Use EnsoSleep Study Management to Overcome Three Common Sleep Tech Challenges

See how EnsoSleep Study Management can help sleep labs overcome these common sleep technologist challenges: supporting increasingly complex patients, working with multiple devices, and taking ...
Read More

Five Strategies to Improve Sleep Lab Bed Utilization Rates

Featuring examples from sleep labs around the country, this ebook dives into specific ways organizations can improve sleep lab bed utilization rates, increase revenue, and ...
Read More

6 Benefits EnsoSleep Provides Physicians

This eBook highlights how EnsoSleep supports physicians working with sleep centers in any care environment. Learn how an FDA-cleared, AI powered sleep test scoring and ...
Read More

8 Ways to Grow Your Sleep Center

Read our eBook for eight suggestions to grow your sleep clinic and positively affect staff and patient experiences.
Read More

2021 EnsoSleep White Paper

In the 2021 EnsoSleep White Paper, learn about the FDA-cleared EnsoSleep AI powered sleep test scoring and study management solution.
Read More

4 Keys to Successfully Build Your Sleep Center Tech Stack

Innovative sleep labs are investing in technology. In this eBook, learn how successful organizations have added new technology to their labs.
Read More

The Evolving Sleep Center: a COVID-19 Survey Analysis

By embracing telehealth, expanding clinic test offerings to include both PSGs and HSATs, and empowering staff to adapt to meet the changing needs and requirements ...
Read More

Research

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

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

Prospective Clinical Validation of AI for PPG-based OSA detection utilizing Standardized Skin Color Assessments Introduction: Photoplethysmography (PPG) is the basis for both the pulse rate ...
Read More

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

In this study, EnsoData Research explores the relationship between the ADI and the prevalence of both testing and subsequent diagnosis for OSA. This analysis can ...
Read More

Narcolepsy Disorders Explainability in EEG via Spectral Band Cluster Prevalence

This EnsoData Research demonstrates the method for explainability of EEG comparisons evaluating Narcolepsy versus clinical control groups.
Read More

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

In this study, we explore the relationship between the ADI and the prevalence of treatment for OSA. We analyze the following treatment modalities: CPAP, Inspire, ...
Read More

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

This research sought to determine the impact of sociodemographic and health disparities factors on the performance and characteristics of ML models designed to predict OSA ...
Read More

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

In this study, an interoperable AI system was designed to perform automated Sleep Staging of single-channel PPG signal data and validated on a gold standard ...
Read More

REM Behavior Disorder Explainability in EEG via Spectral Band Cluster Prevalence

To explore RBD endophenotypes, we applied a novel analysis for clustering and categorizing PSG without AI/ML or sleep scoring, Spectral-Band Cluster-Prevalence (SBCP), to examine and ...
Read More

Sleep Architecture Associations with Brain Age: A Multi-Site Model Validation

Thomas J Vanasse, PhD1 • Sam Rusk, BS1 • Yoav N. Nygate, MS1 • Chris R. Fernandez, MS1 • Jiaxiao M. Shi, PhD2 • Jessica Arguelles, BS2 • Matthew T. Klimper, BS2 • Emerson M. Wickwire, PhD3 • Nathaniel F. Watson, ...
Read More

Deep Learning to Predict PAP Adherence in Obstructive Sleep Apnea

Sam Rusk, BS1 • Yoav N. Nygate, MS1 • Chris R. Fernandez, MS1 • Jiaxiao M. Shi, PhD2 • Jessica Arguelles, BS2 • Matthew T. Klimper, BS2 • Nathaniel F. Watson, MD, MS3 • Robert Stretch PhD4 • Michelle Zeidler PhD5 • Anupamjeet Sekhon, ...
Read More

Artificial Intelligence to Aid in Diagnosis of Type I Narcolepsy

Yoav N. Nygate, MS1 • Sam Rusk, BS1 • Chris R. Fernandez, MS1 • Zac Winzurk, BS1 • Emerson M. Wickwire, PhD2 • Emmanuel Mignot, MD, PhD3  • Nathaniel F. Watson, MD, MS4 Access the Abstract ...
Read More

Tech Corner

EnsoData Earns AASM Autoscoring Software Certification for EnsoSleep

EnsoData announces its FDA-cleared diagnostic AI analysis and sleep scoring solution, EnsoSleep, earned stage-specific autoscoring software certification from the American Academy of Sleep Medicine (AASM).
Read More
Latest EnsoData FDA 510(k) Clearance Enables AI-Powered Sleep Diagnosis Using Pulse Oximetry Devices

Latest EnsoData FDA 510(k) Clearance Enables AI-Powered Sleep Diagnosis Using Pulse Oximetry Devices

EnsoData achieved FDA 510(k) clearance for groundbreaking technology that enables AI-powered sleep diagnosis using FDA-cleared pulse oximetry (pulse ox) devices.
Read More

Improving Sleep Health through Dedicated Care and Technology

An Exploration of the Expansive Impact of Sleep and the Benefits Improving Sleep with a Hands-On Approach to PAP Therapy  In this month’s sleep story, ...
Read More

EnsoSleep AI Scoring Optimizes Sleep Lab Operations

EnsoSleep AI Scoring Impacts the Bottom Line The final part in the 4-part series analyzing EnsoSleep’s impact on different sleep lab roles provides the financial ...
Read More
EnsoData Blog Post Hero Image - Leveraging Technology and Experience to Empower Technologists

Leveraging Technology and Experience to Empower Technologists

Meet EnsoData’s Clinical Informaticist, Shahnawaz Khan, an avid coffee lover and RPSGT who’s helping change the status quo in sleep medicine In this month’s sleep ...
Read More

How will technology help in future pandemics? Part 2: Wearables, Big Data, and Waveform AI

In this opinion piece, I explore the potential benefits of data collection, and give my opinion on how we will use huge amounts of data ...
Read More

How will technology help in future pandemics? Part 1: Ventilators & ICU

In these difficult times where it seems like the lowest-tech items are what stand in the way of providing care, it’s good to be reminded ...
Read More

Events

Mayo Clinic Sleep Medicine Update 2024

The Mayo Clinic Sleep Medicine Update course is conducted by Mayo Clinic sleep researchers and clinicians. This course reviews the latest advances in practice and ...
Read More

Sleep Professionals of Alabama 2024 Conference

Sleep Professionals of Alabama is committed to improving health through: professional development & continued education of professionals, public awareness, and advocacy for sleep disorders.
Read More

Montana Regional Sleep Seminar 2024

Montana Regional Sleep Seminar 2024 September 26th & 27th, 2024 Location: Big Horn Resort 1801 Majestic Lane, Billings, MT 59102 406-839-9300   |   thebighornresort.com
Read More