BioSpace

CD Genomics Unveils Advanced LncRNA Microarray Service to Accelerate Transcriptomic Research

CD Genomics, a globally distinguished pioneer in genomic technologies, declared today the induction of their innovative LncRNA Microarray Service, affording scientists an avant-garde solution for ...
Scientific Research Publishing

Wang, L., Zhu, J. and Zou, H. (2008) Hybrid Huberized Support Vector Machines for Microarray Classification and Gene Selection. Bioinformatics, 24, 412-419.

ABSTRACT: In the field of machine learning, support vector machine (SVM) is popular for its powerful performance in classification tasks. However, this method could be adversely affected by data ...
IEEE

A Bat K-Medoids Clustering Algorithm with Clonal Selection Technique for DNA Microarray Data

Abstract: In bioinformatics fields, researchers analyze tumors at the molecular level using DNA microarray data, and further classify different tumor subtypes according to the different expressions of ...
Scientific Research Publishing

Gupta, M. and Gupta, B. (2020) A New Scalable Approach for Missing Value Imputation in High-Throughput Microarray Data on Apache Spark. International Journal of Data Mining and ...

ABSTRACT: Missing data presents a significant challenge in statistical analysis and machine learning, often resulting in biased outcomes and diminished efficiency. This comprehensive review ...
eLife

Phantasus, a web application for visual and interactive gene expression analysis

This study introduces Phantasus, a useful tool accessible through both web and local applications, designed to analyze transcriptome data derived from microarray or RNA-seq technologies. The ...
Frontiers

Integrative bioinformatics analysis of biomarkers and pathways for exploring the mechanisms and molecular targets associated with pyroptosis in type 2 diabetes mellitus

1 Department of Endocrinology, School of Medicine, Zhongda Hospital, Institute of Diabetes, Southeast University, Nanjing, Jiangsu, China 2 Department of Endocrinology, First Affiliated Hospital of ...
Frontiers

Identification of hub genes associated with osteoporosis development by comprehensive bioinformatics analysis

1 Department of Endocrinology, First Affiliated Hospital of Nanchang University, Nanchang, China 2 Academic Affairs Office, The First Affiliated Hospital of Nanchang University, Nanchang, China ...
IEEE

Machine Learning In Bioinformatics: Gene Expression And Microarray Studies

Abstract: Machine learning methods used in the field of bioinformatics are a frequently used solution method in diagnosing, treating and investigating the underlying causes of diseases. In addition, ...