Home Mattress This New AI Medical System Detects Sleep Apnea With Over 95 % Accuracy 

This New AI Medical System Detects Sleep Apnea With Over 95 % Accuracy 

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This New AI Medical System Detects Sleep Apnea With Over 95 % Accuracy 

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I do know, I do know — you’re sick of listening to about AI. Synthetic intelligence is more and more getting used within the medical machine trade, and has been making its approach into sleep drugs. A hospital in China is utilizing AI to enhance the therapy of one of many world’s most prevalent sleep issues — sleep apnea

Sleep apnea is usually undiagnosed — one estimate says that 90 p.c of adults with sleep apnea don’t know they’ve it. (1) It is a large downside, given the bodily and psychological well being impacts of this sleep problem, which embody daytime fatigue and elevated danger of heart problems, stroke, and metabolic syndrome. (2) A brand new machine will be the key to this hole, and like many latest improvements, it makes use of AI to assist. 

Docs on the China Medical College Hospital (CMUH) have developed a medical machine that may hopefully assist sleep apnea sufferers get sweeter desires, therefore the identify “iDREAM” or “Clever Detection of Respiratory Occasions by Automated Monitoring.” (3) 

A press launch from CMUH explains that their Sleep Drugs Heart has restricted capability and so they’ve had an elevated demand for in a single day sleep research. Moreover, the sensors used within the sleep examine process will be nervousness scary, doubtlessly creating information inaccuracies, and technicians have to look at the recording and interpret information in a single day. (3) 

The iDREAM addresses all of those points, with the press launch saying that it’s an “easy-to-carry machine” that may be introduced residence by sufferers for in a single day monitoring. AI permits for fast evaluation of ECG (electrocardiogram) information, doubtlessly lowering the scheduling and staffing points confronted at hospitals. (3) 

iDREAM definitely appears like a dream for sleep apnea sufferers, however will it work? 

The press launch says that the machine has been 98.5 p.c correct in detecting extreme obstructive sleep apnea and that over 100 sufferers have been in medical trials for the machine. That stated, iDREAM continues to be within the strategy of medical testing. (3) 

What Is an At-Dwelling Sleep Apnea Examine? 

For the reason that iDREAM continues to be in medical testing, it probably gained’t be out there for sufferers within the close to future. So, we requested Dr. Shelby Harris, Director of Sleep Well being at Sleepopolis, how present residence sleep apnea research work. Harris defined that residence sleep research might not be as correct as an in a single day sleep examine performed in a lab.  

“Dwelling sleep apnea research are increasingly frequent and most sleep docs use them. Nonetheless, they’re extra like screeners… you probably have sleep apnea on a house sleep examine, then it is rather probably you will have sleep apnea.” (4)

Harris defined {that a} unfavorable outcome on a sleep examine shouldn’t be thought of as an all clear.

“For those who come up as unfavorable on a sleep examine, it doesn’t essentially imply with certainty that you just do not have sleep apnea and in case your physician suspects apnea is a matter you would possibly then require an in-lab examine.”

That stated, Harris additionally informed us that at-home sleep research will be notably useful for those who wrestle to sleep in several environments like a lab. And, they’re inexpensive than in-lab options. “Increasingly residence sleep research are the primary line of analysis for many individuals with suspected apnea, forward of in-lab research that are extra pricey.”

New developments in sleep drugs will hopefully enable for smoother sleep examine experiences, and the Sleep Drugs Heart at CMUH shouldn’t be the one staff using AI for sleep apnea detection. Sam Rusk, co-founder and Chief AI Officer of EnsoData, informed Sleep Evaluate, “AI is especially good at processing massive volumes of sleep research and predicting sleep apnea markers constantly.” (5)

Whereas the iDREAM machine continues to be in medical trial, there’s little doubt that we’ll see a rise in AI options within the sleep drugs trade within the close to future.


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Sources


  1. Finkel, Kevin J et al. “Prevalence of undiagnosed obstructive sleep apnea amongst grownup surgical sufferers in an instructional medical middle.” Sleep drugs vol. 10,7 (2009): 753-8. doi:10.1016/j.sleep.2008.08.007
  2. The Mayo Clinic. “Sleep Apnea.” April 6, 2023. https://www.mayoclinic.org/diseases-conditions/sleep-apnea/symptoms-causes/syc-20377631
  3. China Medical College Hospital. “China Medical College Hospital (CMUH) Growing iDREAM to Detect Sleep Apnea at Dwelling.” PR Newswire. March 30, 2024. https://www.prnewswire.com/news-releases/china-medical-university-hospital-cmuh-developing-idream-to-detect-sleep-apnea-at-home-302103407.html
  4. Harris, Shelby. Private interview. April 3, 2024.
  5. Carlson, Ann H. “The Rise of AI in Sleep Drugs.” Sleep Evaluate. August 7, 2023. https://sleepreviewmag.com/sleep-diagnostics/connected-care/ai-machine-learning/rise-ai-sleep-medicine/

Brianna Auray

Brianna is a Knowledge Analyst at Sleepopolis. Her objective is to gather, analyze, and interpret information on sleep well being and share new insights with our viewers. When she’s not researching sleep matters, Brianna enjoys figuring out, touring, and climbing.



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