How accurate is the snoring and sleep apnea detection on the Withings Sleep Tracking Mat when compared to a formal polysomnography report?
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How accurate is the snoring and sleep apnea detection on the Withings Sleep Tracking Mat when compared to a formal polysomnography report?
2 real searches · 1 real-search pass
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ChatGPT real searches (2)
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Searches and sources
ChatGPT2 real searches · gpt-6
Withings Sleep Analyzer snoring detection accuracy polysomnography validation study sleep apnea AHI sensitivity specificity Google ↗
Withings Sleep Analyzer validation polysomnography study snoring detection accuracy Google ↗
- Validation of the Withings Sleep Analyzer, an under-the-mattress device for the detection of moderate-severe sleep apnea syndrome · pmc.ncbi.nlm.nih.gov
- Validation of the Withings Sleep Analyzer, an under-the-mattress device for the detection of moderate-severe sleep apnea syndrome · pubmed.ncbi.nlm.nih.gov
- Reliable Contactless Monitoring of Heart Rate, Breathing Rate, and Breathing Disturbance During Sleep in Aging: Digital Health Technology Evaluation Study · pubmed.ncbi.nlm.nih.gov
- JMIR mHealth and uHealth - Reliable Contactless Monitoring of Heart Rate, Breathing Rate, and Breathing Disturbance During Sleep in Aging: Digital Health Technology Evaluation Study · mhealth.jmir.org
- Performance evaluation of an under‐mattress sleep sensor versus polysomnography in > 400 nights with healthy and unhealthy sleep · pmc.ncbi.nlm.nih.gov
- Performance evaluation of an under‐mattress sleep sensor versus polysomnography in > 400 nights with healthy and unhealthy sleep - Manners - 2025 - Journal of Sleep Research · onlinelibrary.wiley.com
- Clinical Practice Guideline for Diagnostic Testing for Adult Obstructive Sleep Apnea: An American Academy of Sleep Medicine Clinical Practice Guideline · aasm.org
- Consumer Sleep Technology: An American Academy of Sleep Medicine Position Statement · pubmed.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Withings Sleep Analyzer snoring detection accuracy polysomnography validation study sleep apnea AHI sensitivity specificity OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Withings Sleep Analyzer validation polysomnography study snoring detection accuracy OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |