Biomarker Change Indicator Using Audio Preferences
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Solution Overview
Problem
Current biometric monitoring technologies fail to effectively capture and analyze biometric data without the use of biometric capable devices, limiting their ability to detect biomarker changes and intervene in health issues in a timely manner.
Innovation Solution
A method and system that utilize audio preferences to detect biomarker identifier changes by analyzing current and historic audio preferences and biometric data, creating a user biometric profile, and generating alerts based on detected changes, allowing for passive collection of biometric information without additional user action.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If biometric capable devices are used to capture biometric data, then measurement precision and reliability of biomarker detection are improved, but device complexity and cost increase
Solution Approach 1:
The patent creates a biometric profile that copies and represents complex biometric data patterns in a simplified form. Instead of requiring complex biometric devices, the system captures audio preferences and behavioral patterns that serve as proxies or copies of underlying biomarker states, enabling detection without specialized hardware
Solution Approach 2:
The patent introduces audio preferences and behavioral data as intermediary indicators that mediate between the user's internal biomarker states and external observation. These intermediaries allow indirect measurement of biomarkers through easily collectable data like music preferences, exercise choices, and spending patterns
2Ease of operation
If passive biometric collection is implemented without biometric capable devices, then ease of operation and user accessibility are improved, but measurement precision and reliability deteriorate
Solution Approach 1:
The patent segments the biometric monitoring task into multiple independent data sources (audio preferences, exercise patterns, spending behavior, social interactions) rather than relying on a single complex biometric measurement. Each segment contributes partial information that, when combined, provides comprehensive biomarker detection with high precision through passive collection
3Reliability
If comprehensive biometric data is collected and analyzed, then reliability of health monitoring is improved, but loss of time for data processing and analysis increases
Solution Approach 1:
The patent performs preliminary actions by continuously collecting and storing biometric data in the form of a biometric profile before clinical events occur. This pre-processing and accumulation of data in structured formats enables rapid analysis and immediate detection of biomarker changes when needed, reducing processing time during critical moments
Data Source
AI summary
Embodiments describing an approach for detecting user biomarker identifier changes based on audio preferences and generating biometric alerts based on the detected biomarker identifier changes. Receiving a user's current audio preferences. Retrieving the user's historic audio preferences and biometric data associated with the user's historic audio preferences. Analyzing the user's current audio preferences based on the user's historic audio preferences and the biometric data associated with the historic audio preferences. Creating a user biometric profile based on analyzing the user's current audio preferences, the user's historic audio preferences and the biometric data associated with the user's historic audio preferences; and outputting the user biometric profile.