Cancer is one of the most common causes of disease-related deaths worldwide. Despite the
discovery of many chemotherapeutic drugs that inhibit uncontrolled cell division processes …

Breast cancer is a heterogeneous complex of diseases, a spectrum of many subtypes with
distinct biological features that lead to differences in response patterns to various treatment …

Micro RNAs (miRNAs) are small non-coding RNAs that are essential for regulation of gene
expression of the target genes. Large number of miRNAs are organized into defined units …

For each cancer type, only a few genes are informative. Due to the so-called 'curse of
dimensionality'problem, the gene selection task remains a challenge. To overcome this …

Gastric cancer, a highly heterogeneous disease, is the second leading cause of cancer
death and the fourth most common cancer globally, with East Asia accounting for more than …

As a leading cause of global mortality, cancer frequently cannot be cured due to the
development of drug resistance. Therefore, novel drugs are required. Naturally occurring …

Genomics and transcriptomics have led to the widely-used molecular classification of breast
cancer (BC). However, heterogeneous biological behaviors persist within breast cancer …

The quantity of data required to give a valid analysis grows exponentially as machine
learning dimensionality increases. In a single experiment, microarrays or gene expression …

In recent years, developing the idea of “cancer big data” has emerged as a result of the
significant expansion of various fields such as clinical research, genomics, proteomics and …

Basal-like and triple-negative breast cancers usually display a high level of genomic
instability and often carry TP53 mutations. Mutations in EGFR have been reported in about …