Enhancing the prediction of IDC breast cancer staging from gene expression profiles using hybrid feature selection methods and deep learning architecture

Inferring gene regulatory networks from single-cell gene expression data via deep multi-view contrastive learning

(2022) Zerun Lin et al.   BRIEFINGS IN BIOINFORMATICS

A laminar augmented cascading flexible neural forest model for classification of cancer subtypes based on gene expression data

(2021) Lianxin Zhong et al.   BMC BIOINFORMATICS

An Efficient Cancer Classification Model Using Microarray and High-Dimensional Data

(2021) Hanaa Fathi et al.   Computational Intelligence and Neuroscience

Classification models for Invasive Ductal Carcinoma Progression, based on gene expression data-trained supervised machine learning

(2020) Shikha Roy et al.   Scientific Reports

Analysis of gene expression profiles of lung cancer subtypes with machine learning algorithms

(2020) Fei Yuan et al.   BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR BASIS OF DISEASE

KRAS expression is a prognostic indicator and associated with immune infiltration in breast cancer

(2020) Haiqi Liang et al.   Breast Cancer

Occurrence of the potent mutagens 2- nitrobenzanthrone and 3-nitrobenzanthrone in fine airborne particles

(2019) Aldenor G. Santos et al.   Scientific Reports

A survey of neural network-based cancer prediction models from microarray data

(2019) Maisa Daoud et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Exploiting transfer learning for the reconstruction of the human gene regulatory network

(2019) Paolo Mignone et al.   BIOINFORMATICS

Relief-Based Feature Selection: Introduction and Review

(2018) Ryan J. Urbanowicz et al.   JOURNAL OF BIOMEDICAL INFORMATICS

The combined pN stage and breast cancer subtypes in breast cancer: a better discriminator of outcome can be used to refine the 8th AJCC staging manual

(2018) Zheng-Jun Yang et al.   Breast Cancer

Cross-Cohort Analysis Identifies a TEAD4–MYCN Positive Feedback Loop as the Core Regulatory Element of High-Risk Neuroblastoma

(2018) Presha Rajbhandari et al.   Cancer Discovery

Gene expression profile of peripheral blood mononuclear cells may contribute to the identification and immunological classification of breast cancer patients

(2018) Eiji Suzuki et al.   Breast Cancer

The somatic mutation profiles of 2,433 breast cancers refines their genomic and transcriptomic landscapes

(2016) Bernard Pereira et al.   Nature Communications

Informatics for RNA Sequencing: A Web Resource for Analysis on the Cloud

(2015) Malachi Griffith et al.   PLoS Computational Biology

Identification of Gene-Expression Signatures and Protein Markers for Breast Cancer Grading and Staging

(2015) Fang Yao et al.   PLoS One

NCBI GEO: archive for functional genomics data sets—update

(2012) Tanya Barrett et al.   NUCLEIC ACIDS RESEARCH