Head and neck tumor distal metastasis prediction method based on machine learning
A head and neck tumor and metastasis prediction technology, applied in the field of deep learning, can solve the problem of insufficient imaging data of head and neck cancer, and achieve the effect of avoiding pain
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment Construction
[0030] In order to have a clearer understanding of the technical features, purposes and effects of the present invention, the specific implementation manners of the present invention will now be described in detail with reference to the accompanying drawings.
[0031] Such as figure 1 As shown, the present invention provides a method for predicting distant metastasis of head and neck tumors based on machine learning, including:
[0032] Obtain head and neck CT image data of head and neck tumor patients with distant metastasis, perform image preprocessing, and divide training set and test set;
[0033] Add the LRN layer after resampling the third layer of the convolutional neural network, use the Dropout layer after the sixth layer of the fully connected layer, construct an improved convolutional neural network model, and use the head and neck tumors with distant metastasis as the training set The patient's head and neck CT image data is input into the improved convolutional n...
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