A Combination of Multilayer Perceptron, Radial Basis Function Artificial Neural Networks, and Machine Learning Image Segmentation for the Dimension Reduction and the Prognosis Assessment of Diffuse Large B-Cell Lymphoma

A Combination of Multilayer Perceptron, Radial Basis Function Artificial Neural Networks, and Machine Learning Image Segmentation for the Dimension Reduction and the Prognosis Assessment of Diffuse Large B-Cell Lymphoma

The prognosis of diffuse large B-cell lymphoma (DLBCL) is heterogeneous. Therefore, we aimed to highlight predictive biomarkers. First, artificial intelligence was applied into a discovery series of gene expression of 414 patients (GSE10846). A dimension reduction algorithm aimed to correlate with t...

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Bibliographic Details
Main Authors: Joaquim Carreras, Yara Yukie Kikuti, Masashi Miyaoka, Shinichiro Hiraiwa, Sakura Tomita, Haruka Ikoma, Yusuke Kondo, Atsushi Ito, Naoya Nakamura, Rifat Hamoudi
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:AI
Subjects:
overall survival
diffuse large B-cell lymphoma
artificial intelligence
Multilayer Perceptron
Radial Basis Function
PD-L1 (CD274)
Online Access:https://www.mdpi.com/2673-2688/2/1/8

Internet

https://www.mdpi.com/2673-2688/2/1/8

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