System and method for continuously optimizing medical reference manuals
The system addresses the inefficiencies and errors in traditional medical reference manual creation by using imaging and machine learning to analyze medical procedures and generate optimized manuals, enhancing procedural accuracy and efficiency.
WO2025064083A1 Publication Date: 2025-03-27EXPANDED EXISTENCE INC
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Patent Information
- Application Number
- PCT/US2024/042094
- Authority / Receiving Office
- WO · WO
- Patent Type
- Applications
- Current Assignee / Owner
- Priority Date
- 2023-09-20
- Filing Date
- 2024-08-13
- Publication Date
- 2025-03-27
AI Technical Summary
Technical Problem
Current methods for preparing medical reference manuals are time-consuming, labor-intensive, prone to errors, and do not allow for continuous optimization based on real-world medical procedure data.
Method used
A system and method that utilize imaging devices to capture video frames of medical procedures, process these frames to identify medical items and practitioners, and analyze them to determine optimal steps. A server then generates and continuously optimizes medical reference manuals using machine learning models based on multiple operative reports.
Benefits of technology
The system enables the generation of accurate, efficient, and continuously optimized medical reference manuals, reducing human error and improving the consistency and quality of medical procedures.
✦ Generated by Eureka AI based on patent content.
Abstract
A system for continuously optimizing a medical reference manual for a type of medical procedure is described. The system includes one or more imaging devices and a server. Each imaging device is configured to capture a plurality of video frames associated with execution of the medical procedure. The server is configured to process tire video frames to identify a medical item and a medical practitioner, identify one or more steps performed during the medical procedure, and create an operative report for the medical procedure based on the one or more steps. The server is configured to obtain one or more additional operative reports, analyze the one or more steps included in tire operative report and steps included in the one or more additional operative reports to determine optimal steps for the medical procedure, and generate the medical reference manual based on the determined optimal steps.
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