Sleep Score Correlation Visualization for Respiratory Therapy
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Solution Overview
Problem
Individuals with sleep-related and respiratory disorders, such as Sleep Disordered Breathing, often find existing respiratory therapy systems uncomfortable, difficult to use, and aesthetically unappealing, leading to non-compliance due to a lack of perceived benefits, which hampers effective treatment of conditions like Obstructive Sleep Apnea and other sleep disorders.
Innovation Solution
A system that generates sleep scores based on data from a respiratory therapy device, correlates these scores with activity indicators, and presents a visual representation of the correlations to users, helping them understand the impact of their therapy usage and encouraging continued adherence through a user-friendly interface.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If respiratory therapy systems are used to treat sleep disordered breathing, then treatment effectiveness is improved, but user comfort and ease of use deteriorate
Solution Approach 1:
The system implements feedback by tracking sleep scores and activity indicators over time, then presenting visual correlations to users through a user interface. This feedback loop allows users to see the direct relationship between their therapy usage and their sleep quality improvements, making the abstract benefits tangible and motivating continued adherence to the therapy regimen.
Solution Approach 2:
The patent introduces an intermediary visualization system that mediates between the respiratory therapy device and the user. Instead of directly exposing users to complex therapy parameters and equipment, the system uses sleep scores and activity indicators as intermediaries to translate technical therapy data into meaningful, easily understandable visual representations that enhance user comfort and engagement.
2Reliability
If respiratory therapy systems are used to treat sleep disordered breathing, then treatment effectiveness is improved, but aesthetic appearance deteriorates
Solution Approach 1:
The visualization system acts as an aesthetic intermediary, translating the functional but visually unappealing respiratory therapy equipment into attractive visual representations of sleep scores and activity indicators. Users interact with aesthetically pleasing graphical displays rather than the clinical therapy device itself, improving overall user experience.
3Productivity
If users are encouraged to use respiratory therapy systems, then treatment adherence is improved, but perceived benefits deteriorate
Solution Approach 1:
The system addresses the loss of perceived benefits by implementing comprehensive feedback that displays sleep scores and activity indicators correlated with therapy usage. This feedback provides users with concrete evidence of treatment effectiveness, counteracting the tendency to forget or underestimate the benefits of ongoing therapy and thereby improving adherence.
Data Source
AI summary
A method includes generating, by a control system, a plurality of sleep scores for a user, wherein the plurality of sleep scores for the user are associated with a plurality of days. The method also includes receiving, by the control system from an external device, a plurality of activity indicators, wherein the plurality of activity indicators are associated with the plurality of days. The method also includes determining, by the control system based on the plurality of sleep scores and the plurality of activity indicators, correlations between the sleep scores and the plurality of activity indicators. The method also includes generating, by the control system, a visual presentation, wherein the visual presentation indicates the correlations between the plurality of sleep scores and the plurality of activity indicators. The method also includes causing presentation, by the control system via a display device of a user device, the visual presentation.