Medical Image Analysis Result Integration and Display
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Solution Overview
Problem
In image-based medical diagnosis, relying on a single AI algorithm for analyzing medical images often results in inefficient image reading, as physicians spend time searching for relevant analysis results across multiple algorithms, hindering the overall efficiency of the process.
Innovation Solution
A medical information processing apparatus that acquires and combines analysis results from multiple algorithms, displaying them in a user-friendly format on a terminal, allowing physicians to quickly identify the range of images requiring attention through color-coded score bars or graphical representations.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If multiple AI algorithms are used for analyzing medical images, then the accuracy and reliability of diagnosis is improved, but the time required for physicians to review analysis results increases
Solution Approach 1:
The patent combines multiple AI algorithm results into a single integrated display interface that shows consolidated analysis outcomes, allowing physicians to review comprehensive diagnostic information without separately examining each algorithm's output, thus reducing review time while maintaining diagnostic accuracy
Solution Approach 2:
The patent segments the display of multiple algorithm results into organized, prioritized sections with clear visual hierarchies, enabling physicians to quickly identify and focus on the most relevant analysis findings without being overwhelmed by the volume of data from multiple algorithms
2Adaptability or versatility
If multiple AI algorithms are used for analyzing medical images, then the comprehensiveness of analysis is improved, but the complexity of the system increases
Solution Approach 1:
The patent implements a universal display interface that can accommodate and present results from multiple different AI algorithms through a single standardized system, allowing the system to handle diverse algorithm outputs without requiring separate complex interfaces for each algorithm
Solution Approach 2:
The patent introduces an intermediary processing layer that standardizes and harmonizes outputs from multiple AI algorithms before presentation to physicians, simplifying the integration of diverse algorithm results into a unified, manageable format that reduces perceived system complexity
Data Source
AI summary
A medical information processing apparatus according to an embodiment includes a processing circuitry. In the medical information processing apparatus according to the embodiment, first, the processing circuitry acquires an analysis result of each of a plurality of algorithms for a medical image. The processing circuitry causes a terminal of a user to display a screen in a display mode combining the analysis results of the algorithms. Thus, by the medical information processing apparatus according to the embodiment, the efficiency of image reading can be improved.