Immune Pathway Data Integration for Standardized Lab Triggers
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Solution Overview
Problem
Current laboratory systems operate in silos, with variable and changing laboratory processes, lacking automation and adaptability, and often require manual physician-initiated tests, leading to inconsistent and non-standardized data outputs, which complicates immune response management and tracking.
Innovation Solution
An integrated immune pathway management system that includes a laboratory data management system and a medical data management system, utilizing artificial intelligence and machine learning to process and standardize data from various laboratory assays, providing real-time results and event triggers through a mobile application, enabling automated management and communication of immune response data.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If laboratory systems operate as siloed entities with traditional LIMS, then each laboratory can maintain its own standardized controls and parameters, but the overall system produces highly variable and non-standardized data outputs across different laboratories and assays
Solution Approach 1:
The patent creates a universal data exchange framework that enables multiple laboratories with different LIMS systems to communicate through a common standardized interface. The system defines universal data elements, formats, and protocols that allow diverse laboratory processes to produce standardized outputs, resolving the contradiction between maintaining individual laboratory standards and achieving system-wide data consistency.
Solution Approach 2:
The patent introduces an intermediary data exchange layer between individual laboratory LIMS systems and the broader medical system. This intermediary translates and standardizes data from various laboratory sources, enabling adaptable integration of changing laboratory processes while maintaining standardized data outputs through the mediation of common data elements and exchange protocols.
2Productivity
If physicians manually initiate additional laboratory tests after determining abnormal results, then targeted follow-up testing can be performed, but the process is time-consuming and lacks automation
Solution Approach 1:
The patent implements automated rule-based systems that enable the laboratory information system to self-initiate follow-up tests based on abnormal results and predefined clinical protocols. The system automatically interprets results, determines necessary follow-up actions, and triggers additional testing without physician intervention, significantly improving productivity and reducing time loss.
Solution Approach 2:
The patent establishes automated feedback loops where test results are continuously monitored, interpreted against clinical protocols, and automatically trigger appropriate follow-up actions. This feedback mechanism enables the system to autonomously manage the testing workflow, reducing manual intervention time and improving overall testing efficiency while maintaining clinical appropriateness.
3Adaptability or versatility
If different LIMS systems interface with different lab assays and machines, then each system can be optimized for specific laboratory processes, but the system complexity increases and standardization becomes difficult
Solution Approach 1:
The patent segments the complex integration problem into manageable components by defining discrete, standardized data elements and exchange protocols for different laboratory processes. Each LIMS system can maintain its optimized interface with specific assays and machines, while the standardized segmentation of data exchange requirements reduces overall system complexity and enables modular integration.
Data Source
AI summary
The system utilizes a laboratory data management system (LDMS), a medical data management system (MDMS) and external data sources. The system processes data across multiple laboratories, different input variables (lab assays), specific laboratory tests, specific laboratory testing capabilities and variable outputs. The system measures, documents and manages the immune response by providing the user with actionable laboratory results, triggers and events.