Veterinary Report Generation With Expert Review
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Solution Overview
Problem
Current veterinary systems lack the ability to accurately and contextually interpret biological sample results into natural language reports, hindering efficient disease diagnosis and treatment monitoring.
Innovation Solution
A computing system comprising a diagnostics test system, result interpretation system, expert database and case lookup system, veterinary-specific language model, and large language model to convert numerical test results into comprehensive and personalized veterinary reports.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If automated report generation is implemented, then productivity is improved, but reliability may worsen due to potential errors in automated interpretation
Solution Approach 1:
The patent introduces an intermediary human veterinarian who reviews and verifies the automated report generation. The system flows as: diagnostic test system → automated report generation → human veterinarian review → final report. This intermediary layer ensures reliability while maintaining high productivity through automation.
Solution Approach 2:
The system incorporates feedback mechanisms where the veterinarian's review and correction of automated reports feeds back into the system. This allows continuous improvement of the automated interpretation algorithms based on actual clinical outcomes and veterinarian corrections, thereby improving reliability over time while maintaining automation benefits.
2Measurement precision
If comprehensive analysis is performed, then measurement precision is improved, but device complexity increases
Solution Approach 1:
The patent divides the complex diagnostic system into separate functional modules: diagnostic test system, result interpretation system, expert database system, and report generation system. Each module handles a specific aspect of analysis independently, making the overall complex system more manageable while maintaining comprehensive diagnostic capabilities through coordinated operation of segments.
Solution Approach 2:
The system employs a multi-functional integrated platform that handles sample collection, analysis, interpretation, and report generation through a single cohesive system. The shared computing infrastructure and unified data management approach provide comprehensive analysis capabilities without proportionally increasing complexity, as one system serves multiple diagnostic functions.
3Reliability
If specialized veterinary knowledge is integrated, then reliability is improved, but ease of operation worsens
Solution Approach 1:
The system performs self-service by automatically interpreting diagnostic results and generating comprehensive reports using integrated veterinary knowledge bases and algorithms. The automated system independently completes the analysis and report generation tasks that would otherwise require manual veterinarian intervention, maintaining high reliability through specialized knowledge while improving ease of operation by eliminating manual complexity.
Solution Approach 2:
The automated report generation system acts as an intermediary between the diagnostic test results and the veterinarian's final diagnosis. It translates raw numerical results into interpreted findings using embedded veterinary expertise, thereby maintaining reliable expert-level analysis while simplifying the operation for veterinarians who only need to review the automated output rather than manually analyze all data.
Data Source
AI summary
Disclosed embodiments relate to the field of veterinary care and, more specifically, to automated veterinary report generation. In an embodiment, a computing system comprises: a diagnostics test system whereby biological samples are collected from a patient and analyzed, a result interpretation system, an expert database and case lookup system, a veterinary-specific language model, and a large language model. These components work synergistically to provide comprehensive and personalized veterinary reports based on numerical test results.