Multi-Omics Data Fusion via a Joint Kernel Learning Model for Cancer Subtype Discovery and Essential Gene Identification

Cancer subtype classification and modeling by pathway attention and propagation

(2020) Sangseon Lee et al.   BIOINFORMATICS

Kernel Fusion Method for Detecting Cancer Subtypes via Selecting Relevant Expression Data

(2020) Shuhao Li et al.   Frontiers in Genetics

Melatonin inhibiting the survival of human gastric cancer cells under ER stress involving autophagy and Ras‐Raf‐MAPK signalling

(2020) Yongye Huang et al.   JOURNAL OF CELLULAR AND MOLECULAR MEDICINE

Discovering Cancer Subtypes via an Accurate Fusion Strategy on Multiple Profile Data

(2019) Limin Jiang et al.   Frontiers in Genetics

LightCpG: a multi-view CpG sites detection on single-cell whole genome sequence data

(2019) Limin Jiang et al.   BMC GENOMICS

Identification of drug–target interactions via fuzzy bipartite local model

(2019) Yijie Ding et al.   NEURAL COMPUTING & APPLICATIONS

Identification of membrane protein types via multivariate information fusion with Hilbert–Schmidt Independence Criterion

(2019) Hao Wang et al.   NEUROCOMPUTING

A graph-embedded deep feedforward network for disease outcome classification and feature selection using gene expression data

(2018) Yunchuan Kong et al.   BIOINFORMATICS

Incorporating Link Information in Feature Selection for Identifying Tumor Biomarkers by Using miRNA-mRNA Paired Expression Data

(2018) Kaiwen Liu et al.   Current Proteomics

Identification of the copy number variant biomarkers for breast cancer subtypes

(2018) Xiaoyong Pan et al.   MOLECULAR GENETICS AND GENOMICS

Identification of drug-side effect association via multiple information integration with centered kernel alignment

(2018) Yijie Ding et al.   NEUROCOMPUTING

Identification of protein subcellular localization via integrating evolutionary and physicochemical information into Chou’s general PseAAC

(2018) Yinan Shen et al.   JOURNAL OF THEORETICAL BIOLOGY

Cancer Subtype Discovery Based on Integrative Model of Multigenomic Data

(2017) Shu-Guang Ge et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

MiRFFS: a functional group-based feature selection method for the identification of microRNA biomarkers

(2017) Wei Kong et al.   International Journal of Data Mining and Bioinformatics

Review The Cancer Genome Atlas (TCGA): an immeasurable source of knowledge

(2015) Katarzyna Tomczak et al.   Wspolczesna Onkologia-Contemporary Oncology

Similarity network fusion for aggregating data types on a genomic scale

(2014) Bo Wang et al.   NATURE METHODS

Tumor immune subtypes distinguish tumor subclasses with clinical implications in breast cancer patients

(2013) Esther M. de Kruijf et al.   BREAST CANCER RESEARCH AND TREATMENT

The latest research progress on spectral clustering

(2013) Hongjie Jia et al.   NEURAL COMPUTING & APPLICATIONS

Amino acid classification based spectrum kernel fusion for protein subnuclear localization

(2010) Suyu Mei et al.   BMC BIOINFORMATICS

DNA Methylation Signatures Identify Biologically Distinct Subtypes in Acute Myeloid Leukemia

(2010) Maria E. Figueroa et al.   CANCER CELL

Integrative clustering of multiple genomic data types using a joint latent variable model with application to breast and lung cancer subtype analysis

(2009) Ronglai Shen et al.   BIOINFORMATICS