Fluorescence Analysis Comparison Displays for Diagnostic Certification
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Solution Overview
Problem
Existing molecular diagnosis techniques lack an effective method to compare and evaluate the performance of different fluorescence data analysis algorithms, making it difficult to determine whether to update or improve these algorithms for molecular diagnostic certification.
Innovation Solution
A computer device and method that includes a memory to store fluorescence data and legacy analysis data, a processor to apply an update analysis algorithm, and a display unit to compare the results, allowing for the visualization of performance differences between legacy and updated algorithms.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If a new analysis algorithm is developed to improve molecular diagnosis performance, then the diagnostic accuracy and reliability are improved, but the complexity of algorithm evaluation and certification increases
Solution Approach 1:
The patent creates visual copies (graphical representations) of algorithm performance data, displaying multiple analysis results simultaneously in a standardized format. This allows certification authorities to visually compare legacy and new algorithms without complex computational analysis, resolving the contradiction between improved diagnostic accuracy and increased evaluation complexity.
Solution Approach 2:
The patent segments the algorithm evaluation process into distinct visual components, separating different performance metrics and analysis results into individual display elements. This segmentation allows for systematic comparison of multiple algorithms against certification criteria, making the evaluation process more manageable despite increased complexity.
2Measurement precision
If multiple analysis algorithms are compared to determine algorithm updates, then the performance improvement is confirmed, but the time required for comparison and evaluation increases
Solution Approach 1:
The patent performs preliminary visualization of all algorithm performance data before formal certification review. By pre-displaying comparative results in a standardized graphical format, the system prepares evaluation materials in advance, allowing certification authorities to quickly review performance improvements without time-consuming manual analysis during the actual certification process.
Solution Approach 2:
The patent creates visual copies of performance data that can be rapidly displayed and reviewed. These graphical representations serve as efficient surrogates for detailed numerical analysis, enabling quick visual comparison of multiple algorithms while maintaining measurement precision, thus reducing evaluation time without sacrificing accuracy.
3Measurement precision
If detailed performance data is displayed for algorithm comparison, then the certification accuracy is improved, but the information processing complexity increases
Solution Approach 1:
The patent transforms complex detailed performance data into visual copy representations (graphical displays). This copying process converts raw numerical data into visual formats that maintain certification accuracy while reducing processing complexity, as visual patterns can be more easily interpreted than raw data by certification authorities.
Solution Approach 2:
The patent transitions performance data from one dimension (numerical values) to another dimension (visual/graphical representation). This dimensional change allows detailed performance information to be displayed in a format that is both accurate for certification purposes and simpler to process visually, resolving the contradiction between detail and complexity.
Data Source
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AI summary
A computer device according to one embodiment may include: a memory that stores at least one instruction, fluorescence data for an amplification reaction of a target analyte, and legacy analysis data for the target analyte, the legacy analysis data being a result of applying a legacy analysis algorithm to the fluorescence data; a display unit; and a processor. The at least one instruction may be executed by the processor to obtain update analysis data for the target analyte, which is a result of applying an update analysis algorithm of the legacy analysis algorithm to the fluorescence data, and to display a comparison result of the legacy analysis data and the update analysis data on the display unit.