[HTML][HTML] MicroRNAs: new biomarkers for diagnosis, prognosis, therapy prediction and therapeutic tools for breast cancer
Dysregulation of microRNAs (miRNAs) is involved in the initiation and progression of
several human cancers, including breast cancer (BC), as strong evidence has been found …
several human cancers, including breast cancer (BC), as strong evidence has been found …
A review of computational tools in microRNA discovery
Since microRNAs (miRNAs) were discovered, their impact on regulating various biological
activities has been a surprising and exciting field. Knowing the entire repertoire of these …
activities has been a surprising and exciting field. Knowing the entire repertoire of these …
Deep neural architectures for highly imbalanced data in bioinformatics
In the postgenome era, many problems in bioinformatics have arisen due to the generation
of large amounts of imbalanced data. In particular, the computational classification of …
of large amounts of imbalanced data. In particular, the computational classification of …
[HTML][HTML] Genome-wide computational prediction of miRNAs in severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) revealed target genes involved in …
The current outbreak of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in
China threatened humankind worldwide. The coronaviruses contains the largest RNA …
China threatened humankind worldwide. The coronaviruses contains the largest RNA …
Predicting novel microRNA: a comprehensive comparison of machine learning approaches
Motivation The importance of microRNAs (miRNAs) is widely recognized in the community
nowadays because these short segments of RNA can play several roles in almost all …
nowadays because these short segments of RNA can play several roles in almost all …
Robust and efficient COVID-19 detection techniques: A machine learning approach
The devastating impact of the Severe Acute Respiratory Syndrome-Coronavirus 2 (SARS-
CoV-2) pandemic almost halted the global economy and is responsible for 6 million deaths …
CoV-2) pandemic almost halted the global economy and is responsible for 6 million deaths …
Integrating genetics and epigenetics in breast cancer: biological insights, experimental, computational methods and therapeutic potential
Background Development of human cancer can proceed through the accumulation of
different genetic changes affecting the structure and function of the genome. Combined …
different genetic changes affecting the structure and function of the genome. Combined …
[HTML][HTML] Deep Learning for the discovery of new pre-miRNAs: Helping the fight against COVID-19
Abstract The Severe Acute Respiratory Syndrome-Coronavirus 2 (SARS-CoV-2) has been
recently found responsible for the pandemic outbreak of a novel coronavirus disease …
recently found responsible for the pandemic outbreak of a novel coronavirus disease …
Hybrid deep neural network for handling data imbalance in precursor MicroRNA
Over the last decade, the field of bioinformatics has been increasing rapidly. Robust
bioinformatics tools are going to play a vital role in future progress. Scientists working in the …
bioinformatics tools are going to play a vital role in future progress. Scientists working in the …
Hepatitis B Virus and microRNAs: A Bioinformatics Approach
In recent decades, microRNAs (miRNAs) have emerged as key regulators of gene
expression, and the identification of viral miRNAs (v-miRNAs) within some viruses, including …
expression, and the identification of viral miRNAs (v-miRNAs) within some viruses, including …