Identification of esophageal cancer related characteristic pathways and construction method of early diagnosis model
A technology with related features and early diagnosis, applied in the field of tumor diagnosis, can solve the problems of lack of early diagnosis marks and lack of treatment effect.
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment Construction
[0042] The experimental methods in the following examples are conventional methods unless otherwise specified, and the involved experimental reagents and materials are conventional biochemical reagents and materials unless otherwise specified.
[0043] 1. Expression profile preprocessing
[0044] The human esophageal cancer expression profiling data GSE100843 was downloaded from the GEO database (https: / / www.ncbi.nlm.nih.gov / geo / query / acc.cgi?acc=GSE100843). GSE100843 contains a total of 76 samples, of which 40 are segment and 36 normal squamous mucosa are represented by control. Due to the different inherent expression levels among genes, some genes are sensitive to stimuli and have large expression fluctuations, while some conservative genes have relatively small fluctuations. Therefore, in order to make all genes comparable and convenient to use as input data for deep learning models , we standardized and corrected all expression values by z-test. The correction 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