Research graph
References from Benchmark of biomarker identification and prognostic modeling methods on diverse censored data. Local targets link to admitted publications; unresolved targets remain external evidence.
Regression Models and Life-Tables
10.1111/j.2517-6161.1972.tb00899.x · 1972 · External reference
A review of feature selection techniques in bioinformatics
10.1093/bioinformatics/btm344 · 2007 · External reference
A Review of Feature Selection and Feature Extraction Methods Applied on Microarray Data
2015 · External reference
A practical guide to methods controlling false discoveries in computational biology
10.1186/s13059-019-1716-1 · 2019 · External reference
Benchmark of filter methods for feature selection in high-dimensional gene expression survival data
10.1093/bib/bbab354 · 2022 · External reference
Correlation-adjusted regression survival scores for high-dimensional variable selection
10.1002/sim.8116 · 2019 · External reference
A comparison of machine learning methods for survival analysis of high-dimensional clinical data for dementia prediction
10.1038/s41598-020-77220-w · 2020 · External reference
Regression Shrinkage and Selection Via the Lasso
10.1111/j.2517-6161.1996.tb02080.x · 1996 · External reference
Regularization Paths for Cox’s Proportional Hazards Model via Coordinate Descent
10.18637/jss.v039.i05 · 2011 · External reference
The adaptive lasso and its oracle properties
10.1198/016214506000000735 · 2006 · External reference
Regularization and Variable Selection Via the Elastic Net
10.1111/j.1467-9868.2005.00503.x · 2005 · External reference
Boosting for high-dimensional time-to-event data with competing risks
10.1093/bioinformatics/btp088 · 2009 · External reference
Random survival forests
10.1214/08-aoas169 · 2008 · External reference
Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing
10.1111/j.2517-6161.1995.tb02031.x · 1995 · External reference
Statistical significance for genomewide studies
10.1073/pnas.1530509100 · 2003 · External reference
Regularization Paths for Generalized Linear Models via Coordinate Descent
10.18637/jss.v033.i01 · 2010 · External reference
Unresolved reference
External reference
Allowing for mandatory covariates in boosting estimation of sparse high-dimensional survival models
10.1186/1471-2105-9-14 · 2008 · External reference
10.32614/cran.package.coxboost
10.32614/cran.package.coxboost · External reference
Random Forests
10.1023/a:1010933404324 · 2001 · External reference
Unresolved reference
External reference
High-dimensional variable selection for survival data
10.1198/jasa.2009.tm08622 · 2010 · External reference
Unresolved reference
External reference
The positive false discovery rate: a Bayesian interpretation and the q-value
10.1214/aos/1074290335 · 2003 · External reference
The control of the false discovery rate in multiple testing under dependency
10.1214/aos/1013699998 · 2001 · External reference
Unresolved reference
2010 · External reference
WGCNA: an R package for weighted correlation network analysis
10.1186/1471-2105-9-559 · 2008 · External reference
High-dimensional regression and variable selection using CAR scores
10.2202/1544-6115.1730 · 2011 · External reference
10.32614/cran.package.carsurv
10.32614/cran.package.carsurv · External reference
A variable selection approach for highly correlated predictors in high-dimensional genomic data
10.1093/bioinformatics/btab114 · 2021 · External reference
Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors
10.1002/(sici)1097-0258(19960229)15:4<361::aid-sim168>3.0.co;2-4 · 1996 · External reference
Assessment and comparison of prognostic classification schemes for survival data
10.1002/(sici)1097-0258(19990915/30)18:17/18<2529::aid-sim274>3.0.co;2-5 · 1999 · External reference
RSEM: accurate transcript quantification from RNA-Seq data with or without a reference genome
10.1186/1471-2105-12-323 · 2011 · External reference
Visualizing and interpreting cancer genomics data via the Xena platform
10.1038/s41587-020-0546-8 · 2020 · External reference
Comprehensive Pan-Cancer Analysis Confirmed That ATG5 Promoted the Maintenance of Tumor Metabolism and the Occurrence of Tumor Immune Escape
10.3389/fonc.2021.652211 · 2021 · External reference
Long Non-coding RNA DLEU1 Promotes Cell Proliferation, Invasion, and Confers Cisplatin Resistance in Bladder Cancer by Regulating the miR-99b/HS3ST3B1 Axis
10.3389/fgene.2019.00280 · 2019 · External reference
Multi-Omics Characterization of Genome-Wide Abnormal DNA Methylation Reveals FGF5 as a Diagnosis of Nasopharyngeal Carcinoma Recurrence After Radiotherapy
10.3390/biom15020283 · 2025 · External reference
FGF14 Functions as a Tumor Suppressor through Inhibiting PI3K/AKT/mTOR Pathway in Colorectal Cancer
10.7150/jca.36316 · 2020 · External reference
Fibroblast growth factor 22
10.1016/j.diff.2025.100860 · 2025 · External reference
FGFRL1 Promotes Ovarian Cancer Progression by Crosstalk with Hedgehog Signaling
2018 · External reference
FOXA3 regulates cholesterol metabolism to compensate for low uptake during the progression of lung adenocarcinoma
10.1371/journal.pbio.3002621 · 2024 · External reference
FOXF1 promotes tumor vessel normalization and prevents lung cancer progression through FZD4
10.1038/s44321-024-00064-8 · 2024 · External reference
Role of the Forkhead box family protein FOXF2 in the progression of solid tumor: systematic review
10.1007/s00432-024-06047-z · 2024 · External reference
FOXG1 regulates the proliferation and apoptosis of human lung cancer cells
10.1016/j.heliyon.2023.e19540 · 2023 · External reference
Forkhead Box I1 in Breast Carcinoma as a Potent Prognostic Factor
10.1267/ahc.21-00034 · 2021 · External reference
Regulation and roles of FOXK2 in cancer
10.3389/fonc.2022.967625 · 2022 · External reference
The Oncogenic FOXL2 C134W Mutation Is a Key Driver of Granulosa Cell Tumors
10.1158/0008-5472.can-22-1880 · 2023 · External reference
The miR-941/FOXN4/TGF-β feedback loop induces N2 polarization of neutrophils and enhances tumor progression of lung adenocarcinoma
10.3389/fimmu.2025.1561081 · 2025 · External reference
The Role of FOXP3 in Human Cancers
2016 · External reference
Regulation of the master regulator FOXM1 in cancer
10.1186/s12964-018-0266-6 · 2018 · External reference
IGF1R acts as a cancer-promoting factor in the tumor microenvironment facilitating lung metastasis implantation and progression
10.1038/s41388-022-02376-w · 2022 · External reference
The oncofetal RNA-binding protein IGF2BP1 is a druggable, post-transcriptional super-enhancer of E2F-driven gene expression in cancer
10.1093/nar/gkaa653 · 2020 · External reference
The Role of MMP8 in Cancer: A Systematic Review
10.3390/ijms20184506 · 2019 · External reference
Matrix metalloproteinase-19 promotes metastatic behavior in vitro and is associated with increased mortality in non-small cell lung cancer
10.1164/rccm.201310-1903oc · 2014 · External reference
Lung development, repair and cancer: A study on the role of MMP20 gene in adenocarcinoma
2021 · External reference
Loss of MMP-27 Predicts Mandibular Bone Invasion in Oral Squamous Cell Carcinoma
10.3390/cancers14164044 · 2022 · External reference
Group III phospholipase A2 downregulation attenuated survival and metastasis in ovarian cancer and promotes chemo-sensitization
10.1186/s13046-021-01985-9 · 2021 · External reference
Multi-omics analysis of the effects of pla2g4a on the prognosis of various cancers and its experimental validation in breast cancer cell lines
10.1007/s12672-025-03118-6 · 2025 · External reference
Phospholipase A2 expression in prostate cancer as a biomarker of good prognosis: A comprehensive study in patients with long follow-up
10.1177/03915603241257362 · 2024 · External reference
PSMD4 regulates the malignancy of esophageal cancer cells by suppressing endoplasmic reticulum stress
10.1002/kjm2.12093 · 2019 · External reference
Comprehensive analysis reveals the prognostic and immunological role of PSMD13 in hepatocellular carcinoma
10.1007/s00335-024-10097-6 · 2025 · External reference
SQLE-a promising prognostic biomarker in cervical cancer: implications for tumor malignant behavior, cholesterol synthesis, epithelial-mesenchymal transition, and immune infiltration
10.1186/s12885-024-12897-0 · 2024 · External reference
Topoisomerase I levels in the NCI-60 cancer cell line panel determined by validated ELISA and microarray analysis and correlation with indenoisoquinoline sensitivity
10.1158/1535-7163.mct-09-0016 · 2009 · External reference
10.1101/2025.03.13.643061
10.1101/2025.03.13.643061 · External reference
Measures of the Amount of Ecologic Association Between Species
10.2307/1932409 · 1945 · External reference
BART: Bayesian additive regression trees
10.1214/09-aoas285 · 2010 · External reference
Nonparametric survival analysis using Bayesian Additive Regression Trees (BART)
10.1002/sim.6893 · 2016 · External reference
Comparison of tree-based ensemble models for regression
10.29220/csam.2022.29.5.561 · 2022 · External reference
Unresolved reference
2025 · External reference
Unresolved reference
2024 · External reference
10.1007/978-3-319-24277-4
10.1007/978-3-319-24277-4 · 2016 · External reference
10.32614/cran.package.survminer
10.32614/cran.package.survminer · External reference
