Interpretable arrhythmia diagnosis method in combination with medical field knowledge
A kind of domain knowledge, arrhythmia technology, applied in the field of biomedical information processing, can solve the problems of insufficient interpretability of neural networks, unable to be the basis for medical diagnosis, and unreliable diagnosis results.
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment Construction
[0034]The following are specific embodiments of the present invention, and the technical solution of the present invention will be further described in conjunction with the accompanying drawings. In Example 1, 12-lead ECG signals were used, and the 2018 China Physiological Signal Challenge (CSPC2018) data set was used for training to classify 9 arrhythmias. It should be noted that the terms and technologies used here are commonly used definitions in the prior art, and will not be repeated here. The specific data involved, such as the number of leads and the type of arrhythmia, are only used to describe specific algorithms in combination with specific examples, and are not intended to limit the disclosed exemplary implementations according to the present invention.
[0035] figure 1 It is a block diagram of an arrhythmia diagnosis model combined with medical field knowledge provided in this embodiment, a data preprocessing module, a deep neural network classification model, a...
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