Diagnosis Server Digital Biomarker Control Data
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Solution Overview
Problem
Current methods for using health-related data from wearable devices are not effectively integrated into medical practices, lacking sophisticated systems for accurate data collection and utilization.
Innovation Solution
A method and apparatus for controlling user equipment that generates digital biomarker control data based on prescription data, using a diagnosis server to transmit this data to user equipment, which includes information for controlling digital biomarker modules, and employs machine-learning-based algorithms to provide optimal prescription data based on diagnostic results.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If health-related data is collected through wearable devices, then data collection capability is improved, but integration into medical practice is insufficient
Solution Approach 1:
A diagnosis server is introduced as an intermediary system between wearable devices and medical practices. The server receives health-related data from wearable devices, processes it through machine learning models, and generates diagnostic results that can be integrated into medical practice workflows, thus bridging the gap between data collection and medical application
Solution Approach 2:
The system implements feedback mechanisms where diagnostic results and prescription data are continuously refined through machine learning based on user responses and outcomes. This feedback loop enables the system to improve its accuracy and reliability in medical practice integration over time
2Reliability
If digital biomarker modules are controlled based on prescription data, then health management effectiveness is improved, but system complexity increases
Solution Approach 1:
The system segments control functions by separating prescription data generation (handled by the diagnosis server) from digital biomarker module operation (handled by user equipment). This segmentation allows each component to focus on specific tasks, improving manageability while maintaining effectiveness
Solution Approach 2:
The diagnosis server generates digital biomarker control data in advance based on prescription data, which is then transmitted to user equipment for execution. This preliminary action distributes the complexity across different systems rather than concentrating it in a single complex controller
Data Source
AI summary
A method of controlling user equipment for a medical checkup and an apparatus for performing the method include controlling user equipment for a medical checkup the includes generating digital biomarker control data by a diagnosis server on the basis of prescription data, and transmitting the digital biomarker control data to user equipment by the diagnosis server, wherein the digital biomarker control data includes information for controlling a digital biomarker module of the user equipment.