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DreamClear™ home sleep tests |
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| DreamClear™ home sleep tests utilize an AI-enabled automated scoring system through EnsoData technology. A clinician reviews the EnsoSleep AI scored studies who determines the diagnosis and treatment plan. Patients get their results within a day in most cases and can speak directly with their doctor through a secure portal to determine next steps. |
| https://dreamclear.com/blog/ai-home-sleep-test/ |
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Emerald |
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| www.emeraldinno.com |
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Emerald is a touchless sensor and machine learning platform for health analytics.
It is a wireless, touchless sensor and machine learning platform for remote monitoring of sleep, breathing and behaviour, founded by Massachusetts Institute of Technology faculty and researchers. |
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| Developed by MIT professor Dina Katabi and her research group at CSAIL, Emerald is a WiFi-like box that analyzes the wireless signals in the environment using artificial intelligence to infer people's vital signs, sleep, and movement. (The signals emit roughly 1000 times less radiation than a standard cellphone.) |
| https://news.mit.edu/2017/new-ai-algorithm-monitors-sleep-radio-waves-0807 |
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Feinstein Institutes for Medical Research |
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| A team, led by Theodoros Zanos, PhD, in close collaboration with Jamie Hirsch, MD, collected and analyzed data from multiple Northwell Health hospitals between 2012 and 2019, which consisted of 2.13 million patient visits. They used this vast body onLoad="get_data()" of clinical data from the patient visits — respiratory rate, heart rate, systolic blood pressure, body onLoad="get_data()" temperature, patient age, etc. — to develop an algorithm that predicts a hospitalized patient’s overnight stability, and if they could be left uninterrupted overnight to sleep. The team is working on rolling out this clinical tool, called the “Let Sleeping Patients Lie,” in several hospitals across Northwell Health. |
| https://feinstein.northwell.edu/ai-vital-sign-monitoring-inpatient-sleep |
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Google Nest |
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Claiming to monitor sleep (including sleep disturbances like cough) using motion and sound sensors. |
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| Once your Nest Hub determines that you're in bed, it will track your sleep information, breathing, the time of day, and the light and temperature in the room. If you turn on sound event tracking, Nest Hub will use its microphones to detect sound events (like when you cough or snore) during sleep tracking. |
| Links: |
| https://store.google.com/us/product/nest_hub_sleep_sensing |
| https://support.google.com/googlenest/ |
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Mount Sinai |
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| Mount Sinai researchers have been awarded a five-year, $4.1 million grant from the National Heart, Lung, and Blood Institute at the National Institutes of Health to develop and study an artificial intelligence (AI)-powered model that predicts adverse outcomes of obstructive sleep apnea. The experts say their model will better reflect the underlying physiology of the condition and the ways it impairs sleep, improving patient care and treatment. |
| https://www.news-medical.net/news/20240212/Mount-Sinai-receives-2441-million-to-develop-AI-powered-model-for-predicting-sleep-apnea-outcomes.aspx |
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Seoul National University |
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| Dr. Han-Gil Jeong led a team of researchers from Seoul National University in testing out a potential new sleep apnea screening tool earlier this year. After using AI technology to analyze X-rays of people’s heads and necks, this tool could predict whether or not a person had sleep apnea with a high level of accuracy. |
| https://www.sleepfoundation.org/sleep-news/researchers-harness-ai-and-other-innovations-to-detect-sleep-apnea |
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Sleep Cycle |
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The healthcare app is equipped with sufficient artificial intelligence algorithms to assess a person’s sleep patterns and quality and alert them to any disturbances that could have prevented them from getting a restful night’s sleep. A user-friendly dashboard also informs the user about new sleep patterns and informative, professional advice. |
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Sleeptracker-AI® |
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| Sleeptracker-AI®, The Real-Time Contactless Continuous Care and Clinical Trial Platform. The Sleeptracker-AI® platform provides continuous insights into sleep and vital signs such as respiration, heart rate, apnea, and more. The platform monitors vital signs and anomalies, providing immediate alerts and triggers., The Real-Time Contactless Continuous Care and Clinical Trial Platform. The Sleeptracker-AI® platform provides continuous insights into sleep and vital signs such as respiration, heart rate, apnea, and more. The platform monitors vital signs and anomalies, providing immediate alerts and triggers. |
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| https://sleeptracker.com/ |
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