Personalized Bio-Information Correcting Apparatus for Blood Glucose Monitoring
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Solution Overview
Problem
Individual variations in physiological responses to insulin administration and food intake complicate accurate blood glucose monitoring in diabetes management, leading to potential hypoglycemia and inconsistent insulin dosing.
Innovation Solution
A personalized bio-information correcting apparatus and method that generates a personalized physiological model based on an individual's physiological response, using a mathematical model to identify outliers in blood glucose data and correct measurements to ensure accurate glucose level monitoring within a user-specific guideline range.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If a standardized bio-information measurement approach is used, then the device complexity is low and ease of operation is high, but measurement precision deteriorates due to individual physiological variations
Solution Approach 1:
The system performs preliminary actions by collecting bio-information data over a predetermined period and generating a personalized physiological model before actual measurement. This pre-characterization of individual physiological responses enables accurate real-time correction without adding complexity to the measurement process itself.
Solution Approach 2:
The system changes parameters by dynamically adjusting measurement values based on the personalized physiological model. Instead of using fixed standardized thresholds, the system adapts reference ranges and correction factors to match individual physiological characteristics, thereby improving measurement precision.
2Reliability
If standardized measurement guidelines are used, then ease of operation is high, but reliability deteriorates due to individual physiological variations
Solution Approach 1:
The system implements self-service by automatically generating personalized physiological models and applying corrections without requiring user intervention. The apparatus autonomously characterizes individual physiological responses and uses this information to reliably correct measurements, maintaining ease of operation while improving reliability.
3Measurement precision
If individual physiological characteristics are considered, then measurement precision improves, but loss of time increases due to data collection period
Solution Approach 1:
The system performs the time-consuming physiological characterization in advance, during a predetermined data collection period. Once the personalized model is generated, subsequent measurements benefit from improved precision without requiring additional time for analysis, as the correction process uses pre-computed individual parameters.
Data Source
AI summary
A personalized bio-information correcting apparatus includes a communication interface configured to acquire original bio-information value data of a user, and a processor configured to obtain a personalized bio-information guideline, based on a personalized physiological model, identify whether at least one value among the acquired original bio-information value data is an outlier, based on the obtained personalized bio-information guideline, and based on the at least one value among the acquired original bio-information value data being identified to be the outlier, obtain final bio-information value data by correcting the at least one value among the acquired original bio-information value data.