Night breathing patterns identify people with Parkinson's disease
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![Night breathing patterns identify people with Parkinson's disease](https://www.nih.gov/sites/default/files/news-events/research-matters/2022/20220915-sleep-edited.jpg)
An advanced computer program was able to identify people with Parkinson’s disease from their breathing patterns during sleep.
![(PDF) Artificial intelligence-enabled detection and assessment of Parkinson's disease using nocturnal breathing signals](https://i1.rgstatic.net/publication/362854435_Artificial_intelligence-enabled_detection_and_assessment_of_Parkinson's_disease_using_nocturnal_breathing_signals/links/630441efceb9764f7218a90d/largepreview.png)
(PDF) Artificial intelligence-enabled detection and assessment of Parkinson's disease using nocturnal breathing signals
![Brain Sciences, Free Full-Text](https://www.mdpi.com/brainsci/brainsci-11-00595/article_deploy/html/images/brainsci-11-00595-g001.png)
Brain Sciences, Free Full-Text
![Breathing patterns during sleep found to impact memory processes](https://scx2.b-cdn.net/gfx/news/2023/breathing-patterns-dur.jpg)
Breathing patterns during sleep found to impact memory processes
![Artificial intelligence-enabled detection and assessment of Parkinson's disease using nocturnal breathing signals](https://media.springernature.com/m685/springer-static/image/art%3A10.1038%2Fs41591-022-01932-x/MediaObjects/41591_2022_1932_Fig2_HTML.png)
Artificial intelligence-enabled detection and assessment of Parkinson's disease using nocturnal breathing signals
![Paradoxical breathing: Symptoms and causes](https://cdn-prod.medicalnewstoday.com/content/images/articles/319/319924/man-with-an-oxygen-mask-on-his-face.jpg)
Paradoxical breathing: Symptoms and causes
![Patient Guide for Parkinson's Disease](https://www.rmts.clinic/media/img/407194/parkinsons_2.jpg)
Patient Guide for Parkinson's Disease
![Artificial intelligence model can detect Parkinson's from breathing patterns, MIT News](https://news.mit.edu/sites/default/files/styles/news_article__image_gallery/public/images/202208/neural-network-parkinsons-detection-mit-00.jpg?itok=YPyxTM6O)
Artificial intelligence model can detect Parkinson's from breathing patterns, MIT News
![Venn diagram showing the spectrum of sleep disturbances in the](https://www.researchgate.net/publication/343699057/figure/fig2/AS:960122864021511@1605922537959/Venn-diagram-showing-the-spectrum-of-sleep-disturbances-in-the-Parkinsons-disease-PD.png)
Venn diagram showing the spectrum of sleep disturbances in the
![Types of Abnormal Breathing Patterns: An Overview (2024)](https://www.respiratorytherapyzone.com/wp-content/uploads/2020/12/Abnormal-Respiratory-Patterns-During-Irregular-Breathing.png)
Types of Abnormal Breathing Patterns: An Overview (2024)
![MIT researchers track Parkinson's patients using radar as they sleep](https://qtxasset.com/quartz/qcloud5/media/image/fiercebiotech/1634124678/GettyImages-1144867644_edited.jpeg/GettyImages-1144867644_edited.jpeg?VersionId=l3YIpU5AR1j1I9PLsJLIEbY5iyw5JqGG)
MIT researchers track Parkinson's patients using radar as they sleep
![Ear-EEG device aims to detect Alzheimer's and Parkinson's years before symptoms appear](https://d2jx2rerrg6sh3.cloudfront.net/images/news/ImageForNews_745829_16820423239014646.jpg)
Ear-EEG device aims to detect Alzheimer's and Parkinson's years before symptoms appear
![The 3 Types of Sleep Apnea](https://images.everydayhealth.com/images/sleep-disorders/sleep-apnea/there-are-three-types-of-sleep-apnea-1440x810.jpg)
The 3 Types of Sleep Apnea