Blog
Evidence-based articles about PAP therapy, flow limitation, and sleep data analysis. Written for patients who want to understand their therapy — and researchers pushing the field forward.
How to Analyze Your CPAP Data at Home
Learn how to analyze your CPAP data at home — explore AHI trends, leaks, and flow limitations with free, private, browser-based tools. No uploads, no accounts.
How to Read OSCAR CPAP Charts (A Plain-English Guide)
Learn how to read OSCAR CPAP charts — AHI events, flow rate, pressure, and leaks — explained in plain English for PAP therapy users.
Understanding CPAP Mask Leak Rate: What the Numbers Mean
Learn what CPAP mask leak rate means, how it's measured, and what the data shows. Explore your leak data free in your browser with AirwayLab.
What Are RERAs? Understanding Sleep Apnea Data Beyond AHI
RERAs (Respiratory Effort-Related Arousals) are events your AHI score doesn't count. Learn what they are, how they appear in CPAP flow data, and how to spot them in AirwayLab.
CPAP Compliance Tracking: Your Questions Answered
What is CPAP compliance, how is it tracked, and what does a compliance score mean? Clear answers for PAP users navigating insurance and therapy requirements.
BiPAP vs CPAP: Understanding Your Therapy Data
BiPAP data looks different from CPAP — here's what IPAP, EPAP, pressure support, and tidal volume actually show when you open your therapy files.
How to Export and Understand Your CPAP Data
Learn how to export CPAP data from ResMed, Philips, and Fisher & Paykel machines, what the numbers mean, and how tools like AirwayLab help you see the full picture.
How to Export and Understand Your CPAP Data
Learn how to export CPAP data from ResMed, Philips, and Fisher & Paykel machines, what the numbers mean, and how tools like AirwayLab help you see the full picture.
Understanding Your CPAP Data: A Plain-Language Guide to AHI, Leaks, and Flow Limitations
New to CPAP data analysis? Learn what AHI, leak rates, flow limitations, and RERAs actually mean — and how AirwayLab helps you see your therapy clearly.
Understanding Your CPAP Pressure Settings: What the Numbers Actually Mean
Learn what CPAP pressure settings mean, the difference between fixed and auto pressure, and how to read your pressure data — without clinical jargon.
How to Read Your ResMed SD Card Data in Your Browser — No Download Needed
Your ResMed SD card holds detailed EDF files with your full breathing waveform. Open them directly in your browser with AirwayLab — no software to install, no data uploaded.
Low AHI But Still Tired? What Flow Limitation and RERAs Reveal
Your AHI looks great but you still feel exhausted. Learn why flow limitation and RERAs matter — and how to find them in your PAP data.
Analyse CPAP Data in Your Browser — No Download, No Cloud, No Account
AirwayLab analyses your CPAP data entirely in your browser. No software to install, no cloud upload, no account needed. See AHI, flow limitation, RERAs, and the Glasgow Index free.
BiPAP Data Analysis: How to Read Your AirCurve 10 Data for Free
AirwayLab reads ResMed AirCurve 10 ST and VAuto EDF files in your browser. See IPAP/EPAP pressure support, flow limitation, and breathing patterns — free, no download.
The Four Metrics AirwayLab Tracks — and What Each One Tells You
AHI only tells part of the story. Learn what the Flow Limitation Score, Glasgow Index, WAT score, and NED analysis show about your PAP therapy data — and why they matter.
v1.2.2: Your Data, Explained -- Not Judged
AirwayLab v1.2.2 ships 23 PRs: MDR compliance sweep, dashboard improvements, and honest data framing. Your PAP data, explained -- not judged.
How to Read Your CPAP Data — A Beginner’s Guide
Learn what your CPAP data actually shows you — AHI, leak rate, pressure, flow limitation — and how to start reading therapy patterns worth discussing with your clinician.
v1.2.1: Clearer Language, Same Deep Analysis
AirwayLab v1.2.1 updates how insights are worded to be clearer, more accurate, and aligned with EU MDR guidelines. Your analysis stays the same.
Why Your AHI Is Lying to You
AHI was never designed to measure sleep quality. It misses flow limitation, RERAs, breathing irregularity, and the autonomic stress response. Here is the evidence -- and what you can track instead.
Your AHI Is Normal But You're Still Exhausted — Here's What Your Data Is Missing
An AHI under 5 doesn't mean your therapy is working. Flow limitation, RERAs, and autonomic stress can fragment your sleep without showing up in standard metrics. Here's how to find out.
AirwayLab vs OSCAR: What Each Tool Does Best (and How to Use Both)
OSCAR shows your waveforms. AirwayLab analyses them. A practical comparison of the two open-source PAP data tools, with a workflow for using both together.
How PAP Therapy Actually Works: CPAP, BiPAP, and Pressure Support Explained
A visual, beginner-friendly guide to the physics of PAP therapy. Understand how EPAP splints your airway, why inspiration creates dangerous negative pressure, and how pressure support pushes air through.
Not Everyone With High Flow Limitation Feels Bad — Here's How to Find Out If Yours Matters
Two people with the same FL% can feel completely different. Individual sensitivity to flow limitation explains the gap. AirwayLab's symptom self-report helps you find your own correlation.
The Hidden Respiratory Events Your Flow Data Isn't Showing You
Your AHI is normal, your NED looks clean, but your oximetry shows constant arousals. Brief airway obstructions — events too short and too subtle for standard detection — may explain the gap.
Does Flow Limitation Drive Sleepiness? What the Evidence Shows
Your AHI is 2, your arousal index is low, but you're exhausted. A growing body of research shows flow limitation itself may drive daytime sleepiness — independent of arousals.
Arousals Don't Tell the Whole Story: Why Flow Limitation May Matter More
Sleep medicine assumed arousals fragment sleep and cause symptoms. But research from Dr. Avram Gold and others suggests the stress response to flow limitation itself is the primary driver.
Is the Epworth Sleepiness Scale Measuring What You Think?
You scored normal on the ESS but feel terrible. Recent research by Drs. Gold and Stoohs shows the ESS conflates sleepiness and fatigue — and may be screening out the patients who need help most.
Why Your Brain Might Matter More Than Your Airway: Understanding CNS Sensitization in Sleep-Disordered Breathing
Your flow limitation is mild, but your arousals are through the roof. A growing body of research points to central nervous system sensitization — and your AirwayLab data might already be showing it.
Understanding Flow Limitation in Your PAP Data: The Hidden Metric Beyond AHI
What is cpap flow limitation and why does your machine miss it? Learn how flow limitation differs from apneas, how the Glasgow Index scores it, and how to find it in your breathing data.
Beyond AHI: Why Your Sleep Apnea Score Might Be Misleading You
The Apnea-Hypopnea Index has been the gold standard for decades. But a growing body of research shows it misses critical breathing events. Here's what you should be tracking instead.
Your PAP Data Belongs to You: Privacy in Sleep Medicine
Every night, your PAP machine collects intimate health data. Where does it go? Who can see it? And what are your rights? A look at privacy in the age of connected sleep devices.
What Is the Glasgow Index in CPAP/BiPAP Data?
The Glasgow Index scores the shape of each breath during sleep on nine components. AirwayLab calculates it automatically from your ResMed EDF data -- free, in your browser.
How to Get Your ResMed AirSense 10 Data Into AirwayLab (Step by Step)
Learn how to find, remove, and read the SD card from your ResMed AirSense 10. Step-by-step guide to getting your CPAP data into AirwayLab for detailed analysis.
What Is the WAT Score in CPAP Data?
WAT (Wobble Analysis Tool) is three metrics in one: FL Score, breathing regularity, and periodic breathing detection. AirwayLab calculates it from your ResMed EDF files.
How to Get Your ResMed AirSense 11 Data Into AirwayLab
Step-by-step guide to accessing your ResMed AirSense 11 SD card data. Learn how to find the card, read the DATALOG folder, and analyze your CPAP data in AirwayLab.
What Is NED (Negative Effort Dependence) in PAP Therapy Data?
NED measures a breathing pattern where greater respiratory effort produces less airflow. AirwayLab calculates NED per breath from your ResMed EDF data, free in your browser.
What Is UARS? Upper Airway Resistance Syndrome Explained for PAP Users
Upper Airway Resistance Syndrome (UARS) is a sleep breathing disorder standard AHI scoring routinely misses. Learn what UARS is, how it differs from OSA, and what your PAP data can reveal.
CPAP Flow Limitation Score Explained: What 0, 0.5, and 1.0 Mean
ResMed devices report flow limitation on a 0, 0.5, 1.0 scale. Here is what each value means in your data, how it appears in OSCAR, and how AirwayLab's FL Score relates to it.
How to Get Your ResMed AirCurve 10 or AirCurve 11 BiPAP Data Into AirwayLab
How to access SD card data from your ResMed AirCurve 10 or AirCurve 11 BiPAP machine. Step-by-step guide to reading your bilevel therapy data in AirwayLab.
What Is Flow Limitation on CPAP?
Flow limitation on CPAP means your airway is partially narrowing during sleep. Learn what the waveform shows, why it matters when AHI looks fine, and what to note for your clinician.
CPAP Leak Rate: What It Means and When to Worry
Your CPAP records total and unintentional leak rate every night. Learn what the numbers mean, what's acceptable, and how to read leak data in OSCAR and AirwayLab.