Prediction method for early-stage lung cancer based on deep learning, and electronic equipment
A prediction method and deep learning technology, applied in image data processing, instrumentation, computing, etc., can solve the problem of low diagnosis efficiency of lung cancer
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment Construction
[0060] Below, in conjunction with accompanying drawing and specific embodiment, the present invention is described further:
[0061] Such as figure 1 As shown, the present invention provides a method for early prediction of lung cancer based on deep learning, which specifically includes the following steps:
[0062] S1: Obtain lung CT image data, the lung CT image data is composed of several lung slices;
[0063] The lung CT image data used in the present invention include LUNAdata and Data Science Bowl2017stage1data. The LUNA data is in MHD format, and the data is read by the SimpleITK tool. The Data Science Bowl 2017 data is in the DICOM format, and the data is read by the dicom tool.
[0064] S2: Perform a preprocessing operation on the lung CT image data;
[0065] In this step, read lung CT image data;
[0066]Calculate the geometric distance from any point in each slice to the center point, and remove the geometric distance from the point to the center point whose geom...
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