基于医学文本的医学知识图谱通用评测系统、方法和装置
The general evaluation system for medical knowledge graphs based on medical text solves the problems of high labor costs, strong subjectivity, and rigid dataset configuration in existing technologies, and achieves flexible and accurate evaluation of medical knowledge graphs to meet diverse user needs.
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- GUANGZHOU WOMEN AND CHILDRENS MEDICAL CENTER
- Filing Date
- 2022-10-24
- Publication Date
- 2026-07-17
AI Technical Summary
Existing technologies for evaluating medical knowledge graphs suffer from high labor costs, strong subjectivity, insufficient evaluation indicator systems, and rigid dataset configurations, making it difficult to meet the diverse needs of users.
It provides a general evaluation system for medical knowledge graphs based on medical text, including modules for evaluation tasks, dataset configuration and management, knowledge graph task evaluation, and evaluation indicator monitoring. It supports user-defined data formats and scoring schemes, and conducts evaluations through named entity recognition, entity linking, and question-and-answer evaluation functions.
It enables flexible configuration of evaluation tasks, adapts to diverse user needs, provides structured evaluation standards, improves the efficiency and accuracy of evaluation, and establishes a standardized evaluation system and dataset generation mechanism.
Smart Images
Figure CN115629975B_ABST