Article

A Survey of Techniques Leveraging miRNA as Biomarkers for Generalized and Type Specific Cancer Diagnosis.

2020-09-01

Abstract excerpt

MicroRNAs are used as biomarkers for classification of cancer subtypes since certain miRNAs are differentially expressed in normal and patient samples. Moreover, miRNAs target mRNAs and can heavily influence Gene Expressions. Thus, deregulation of miRNAs is linked to various disorders. Thus, miRNAs can be used for prognosis and developing personalized health solutions for patients. Given the importance of miRNAs,...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 478030ee-9eb0-5870-98a0-8835ea68c1cf
DOI: 10.20944/preprints202009.0013.v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

A Survey of Techniques Leveraging miRNA as Biomarkers for Generalized and Type Specific Cancer Diagnosis.DOI 10.20944/preprints202009.0013.v1Read

Prediction of disease-related miRNAs by voting with multiple classifiers.Semantic proximity Read

Role of Bioinformatics in Cancer DiagnosisSemantic proximity Read

Development of Machine Learning Model for Pan-cancer Subgroup Identification using Multi-omics DataSemantic proximity Read

Gene-signatures for early detection of cancersSemantic proximity Read

Predicting miRNA-disease associations using an ensemble learning framework with resampling method.Semantic proximity Read

Prediction of miRNA-disease associations based on PCA and cascade forest.Semantic proximity Read

Identification of miRNA-disease associations via deep forest ensemble learning based on autoencoder.Semantic proximity Read

MDA-CF: Predicting MiRNA-Disease associations based on a cascade forest model by fusing multi-source information.Semantic proximity Read

F-RUS-RF: A Hybrid Machine Learning Approach for Cancer Detection in Older AdultsSemantic proximity Read

Serum micro-RNAs with mutation-targeted RNA modification: a potent cancer detection tool constructed using an optimized machine learning workflow.Semantic proximity Read

Ensemble of kernel ridge regression-based small molecule-miRNA association prediction in human disease.Semantic proximity Read

Laryngeal cancer diagnosis via miRNA-based decision tree modelSemantic proximity Read