Integrating ensemble systems biology feature selection and bimodal deep neural network for breast cancer prognosis prediction

Re-epithelialization and immune cell behaviour in an ex vivo human skin model

(2020) Ana Rakita et al.   Scientific Reports

Clinical use of biomarkers in breast cancer: Updated guidelines from the European Group on Tumor Markers (EGTM)

(2017) M.J. Duffy et al.   EUROPEAN JOURNAL OF CANCER

Exploiting the ensemble paradigm for stable feature selection: A case study on high-dimensional genomic data

(2017) Barbara Pes et al.   Information Fusion

Supervised, Unsupervised, and Semi-Supervised Feature Selection: A Review on Gene Selection

(2016) Jun Chin Ang et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

The STRING database in 2017: quality-controlled protein–protein association networks, made broadly accessible

(2016) Damian Szklarczyk et al.   NUCLEIC ACIDS RESEARCH

FBXW7 suppresses epithelial-mesenchymal transition, stemness and metastatic potential of cholangiocarcinoma cells

(2015) Hui Yang et al.   Oncotarget

Cross-Talk between AURKA and Plk1 in Mitotic Entry and Spindle Assembly

(2015) Italia Anna Asteriti et al.   Frontiers in Oncology

Role of epidermal growth factor receptor in breast cancer

(2012) Hiroko Masuda et al.   BREAST CANCER RESEARCH AND TREATMENT

The genomic and transcriptomic architecture of 2,000 breast tumours reveals novel subgroups

(2012) Christina Curtis et al.   NATURE

A Critical Evaluation of Network and Pathway-Based Classifiers for Outcome Prediction in Breast Cancer

(2012) Christine Staiger et al.   PLoS One

Heterogeneity in breast cancer

(2011) Kornelia Polyak   JOURNAL OF CLINICAL INVESTIGATION

Identification of human triple-negative breast cancer subtypes and preclinical models for selection of targeted therapies

(2011) Brian D. Lehmann et al.   JOURNAL OF CLINICAL INVESTIGATION

Estrogen Receptor (ESR1) mRNA Expression and Benefit From Tamoxifen in the Treatment and Prevention of Estrogen Receptor–Positive Breast Cancer

(2011) Chungyeul Kim et al.   JOURNAL OF CLINICAL ONCOLOGY

Reduced expression of ubiquitin ligase FBXW7 mRNA is associated with poor prognosis in breast cancer patients

(2010) Mutsuko Ibusuki et al.   CANCER SCIENCE

Stable feature selection for biomarker discovery

(2010) Zengyou He et al.   COMPUTATIONAL BIOLOGY AND CHEMISTRY

Robust Feature Selection for Microarray Data Based on Multicriterion Fusion

(2010) Feng Yang et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

Robust biomarker identification for cancer diagnosis with ensemble feature selection methods

(2009) Thomas Abeel et al.   BIOINFORMATICS

Effects of sample size on robustness and prediction accuracy of a prognostic gene signature

(2009) Seon-Young Kim   BMC BIOINFORMATICS

Loss of FBXW7, a cell cycle regulating gene, in colorectal cancer: Clinical significance

(2009) Masaaki Iwatsuki et al.   INTERNATIONAL JOURNAL OF CANCER

The decision to enter mitosis: feedback and redundancy in the mitotic entry network

(2009) Arne Lindqvist et al.   JOURNAL OF CELL BIOLOGY

Support vector machines combined with feature selection for breast cancer diagnosis

(2008) Mehmet Fatih Akay   EXPERT SYSTEMS WITH APPLICATIONS