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Streamlining Sleep Staging with STAGER
Streamlining Sleep Staging with STAGER
Recently, Eleven Miles joined forces with Tribe Health Solutions to enhance Medibio's STAGER application, a revolutionary software solution that uses EEG signals to automate sleep staging in polysomnography. This innovative product work was made possible through our partnership with Tribe Health Solutions.
OUR APPROACH
OUR APPROACH
As the primary product and project management partner, Eleven Miles collaborated closely with Tribe Health Solutions, responsible for architecture and programming, to bring STAGER enhancements to life. Our product management cycle began with extensive user research and user design sessions, gathering feedback from sleep researchers to inform the UI/UX design.
Next, we facilitated the training of the machine learning (ML) model integrated into STAGER, ensuring its accuracy and reliability in automating sleep stage classification. Throughout the development process, we prioritized features based on user validation and focused on delivering a functional MVP within a 12-16 week timeframe.
KEY FEATURES
KEY FEATURES
User identity and management leveraging a certified OpenID-compliant platform
A web application written in Flutter for seamless cloud integration
Encrypted storage of EDF files and metadata, ensuring data security and accessibility
A time series database containing EDF file data for efficient reporting and charting
Basic administrative portal and support for AI-assisted report generation
Enhanced search capabilities and support for machine learning algorithms
**Grassi M, Daccò S, Caldirola D, Perna G, Schruers K, Defillo A. Enhanced sleep staging with artificial intelligence: a validation study of new software for sleep scoring. Front Artif Intell. 2023 Dec 5;6:1278593. doi: 10.3389/frai.2023.1278593. PMID: 38145233; PMCID: PMC10739507.
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