Bone marrow cell proliferation degree automatic grading method and system
An automatic grading, bone marrow cell technology, applied in image analysis, image enhancement, instrumentation, etc., can solve complex problems and achieve the effect of overcoming complex problems
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment 1
[0035] like figure 1 As shown, in this embodiment, a method for automatically grading the degree of myeloid cell proliferation is specifically disclosed, and the method includes the following steps:
[0036] Step A: The bone marrow smear is collected through a Fourier stack microscope to obtain an intensity map and a phase map, and the high-resolution intensity map and phase map characteristics can be obtained by using a Fourier stack microscope. Among them, the intensity map contains the information of nucleated cells and non-nucleated cells, while the phase map only contains the information of nucleated cells. Using this feature, when counting nucleated cells later, the phase map and the intensity map are combined to improve Accuracy of nucleated cell counts.
[0037] Step B: Input the intensity map and phase map into the convolutional neural network model, and count the nucleated cells and anucleated cells in the bone marrow smear respectively through the characteristics o...
Embodiment 2
[0043] In this embodiment, an automatic grading system for the degree of bone marrow cell proliferation is also disclosed. The system includes an image acquisition unit, an image processing unit, and an automatic grading unit. Intensity map and phase map of bone marrow smear, where the intensity map contains the information of nucleated cells and non-nucleated cells, while the phase map only contains the information of nucleated cells. Using this feature, when counting nucleated cells later, Combine the phase map with the intensity map to increase the accuracy of nucleated cell counts.
[0044] The intensity map and the phase map are transmitted to the image processing unit, and the image processing unit is used to input the intensity map and the phase map into the convolutional neural network model, and the nucleated cells in the bone marrow smear are analyzed by the convolutional neural network model and enucleated cells were counted separately; during the counting process, ...
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