Figure - PMC

Skip to main content

An official website of the United States government

Here's how you know

Here's how you know

Official websites use .gov
A .gov website belongs to an official government organization in the United States.

Secure .gov websites use HTTPS
A lock ( ) or https:// means you've safely connected to the .gov website. Share sensitive information only on official, secure websites.

View full-text article in PMC

. 2023 Jul 21;13:11790. doi: 10.1038/s41598-023-35401-3

Search in PMC
Search in PubMed
View in NLM Catalog
Add to search

© The Author(s) 2023

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

PMC Copyright notice

Neural Networks and Treatment Analysis. (A) Importance ranking chart of variables based on MDA and MDG. (B) Neural network structure schematic. The outer red layer represents the input layer, the middle blue represents the 20 hidden neurons, and the output layer is yellow. (C) ROC curves demonstrate the classification performance of the neural network in the GSE49710 dataset. (D) Assessment of patient survival probability using nomograms. (E) Immunotherapy target gene expression levels. (F) G1/S cell cycle checkpoint gene expression levels. (G) G2/M cell cycle checkpoint gene expression levels. (H) GDSC database drug sensitivity analysis results. (I) Heat map of correlation between risk score and drug sensitivity.