Structured processing method for cross-type breast tumor clinical document
A technology of breast tumors and processing methods, which is applied in the field of structured processing of breast tumor clinical documents, can solve the problems of complex medical information and difficulty in meeting the structural requirements of cross-type clinical documents, etc., and achieve simple implementation and solve structured processing problems , saving manpower and time
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment Construction
[0025] Below in conjunction with specific embodiment, further illustrate the present invention.
[0026] combine figure 1 , the present invention carries out structured processing for unstructured Chinese breast cross-type clinical documents, the steps are: (1) preprocessing the clinical texts, including segmenting short texts and performing word segmentation on the short texts;
[0027] (2) Partial corpus annotation for single-type reports for word segmentation results; (3) Entity recognition for cross-type reports using semi-supervised learning; (4) Extracting structured results such as organization, location, features, and feature values.
[0028] The breast ultrasound text contains the following information, as shown in Table 1:
[0029] Table 1 Chinese breast ultrasound sample data case
[0030]
[0031] The mammogram text contains the following information, as shown in Table 2:
[0032] Table 2 Chinese mammogram sample data case
[0033]
[0034] An analysis of...
PUM
Abstract
Description
Claims
Application Information
- R&D Engineer
- R&D Manager
- IP Professional
- Industry Leading Data Capabilities
- Powerful AI technology
- Patent DNA Extraction
Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.
© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com