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Microarray analysis of differential expression of long non-coding RNAs in peripheral blood mononuclear cells in luminal a breast cancer

In the post-genomic era, long non-coding RNAs (lncRNAs) have emerged as critical regulators in various cancers and hold potential as minimally invasive diagnostic biomarkers. This study aimed to ...
Nature

A multi-classification deep neural network for cancer type identification from high-dimension, small-sample and imbalanced gene microarray data

Gene microarray technology provides an efficient way to diagnose cancer. However, microarray gene expression data face the challenges of high-dimension, small-sample, and multi-class imbalance. The ...
Nature

Shared patterns of dysregulated gene expression across squamous cell carcinomas unveil predictors for prognosis and drug sensitivity

Squamous cell carcinoma (SCC) is one of the most common types of cancer, primarily occurring in the skin, oral cavity, nasopharynx, esophagus, lung, and cervix. Epidemiological studies have shown that ...