AR 3D Human Body Modeling for Faster Medical Record Review
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Solution Overview
Problem
Medical record review and summarization is time-consuming and prone to errors due to the complexity and volume of data, requiring significant human effort and resources, despite previous efforts to streamline the process using data codes.
Innovation Solution
An AR/AI-based 3D human body modeling system that utilizes sensors and wearable computer hardware to identify, summarize, and visualize medical record data on a 3D human body model, reducing the need for human intervention and resource-intensive storage solutions.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If medical record review is conducted manually to ensure accuracy and completeness, then diagnostic quality and reliability are improved, but processing time and labor costs increase significantly
Solution Approach 1:
The patent replaces manual mechanical review processes with an AI-based automated system that uses natural language processing and machine learning algorithms to analyze medical records, extract relevant information, and generate summaries, thereby maintaining diagnostic quality while significantly reducing processing time
Solution Approach 2:
The patent introduces an AI intermediary system that acts as a bridge between raw medical records and human reviewers, pre-processing and organizing data to reduce the cognitive load on human professionals while ensuring comprehensive analysis
2Reliability
If detailed medical record data is stored and analyzed to ensure comprehensive review, then diagnostic accuracy is improved, but data storage requirements and processing complexity increase
Solution Approach 1:
The patent segments medical records into structured components such as patient demographics, clinical findings, diagnostic impressions, and treatment plans, allowing the AI system to process and analyze specific segments independently while maintaining overall diagnostic accuracy
Solution Approach 2:
The patent transforms unstructured medical text data into structured parameters and standardized formats that are more amenable to computational analysis, reducing processing complexity while preserving diagnostic information
3Reliability
If traditional data storage and processing methods are used to handle medical record volumes, then data security is maintained, but bandwidth constraints and resource costs increase
Solution Approach 1:
The patent creates processed summaries and extracted information as copies of the original medical records, allowing human reviewers to analyze the condensed information without repeatedly accessing the full detailed records, thereby reducing bandwidth consumption while maintaining data security through controlled access to originals
Data Source
AI summary
An Augmented Reality (AR) and Artificial Intelligence (AI)-constructed, interactive three-dimensional (3D) human body modeling system that analyzes data descriptive of medical records and generates an interactive 3D human body model output via AR. The 3D human body model may have body part-specific interactive medical record data embedded therein, permitting a user to quickly, easily, and intuitively navigate the model to identify relevant medical status for the modelled individual.