EDITORIAL
Published on 12 Aug 2021
Editorial: Application of Novel Statistical and Machine-Learning Methods to High-Dimensional Clinical Cancer and (Multi-)Omics Data
doi 10.3389/fgene.2021.739442
- 1,123 views
- Frontiers in Genetics
- Statistical Genetics and Methodology
- Research Topics
- Application of Novel Statistical and Machine-learning Methods to High-dimensional Clinical Cancer and (Multi-)Omics data
Application of Novel Statistical and Machine-learning Methods to High-dimensional Clinical Cancer and (Multi-)Omics data
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Articles
ORIGINAL RESEARCH
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Biomarker Categorization in Transcriptomic Meta-Analysis by Concordant Patterns With Application to Pan-Cancer Studies
doi 10.3389/fgene.2021.651546
- 2,751 views
- 8 citations
METHODS
Published on 29 Jun 2021
Identifying miRNA-mRNA Integration Set Associated With Survival Time
doi 10.3389/fgene.2021.634922
- 1,616 views
- 1 citation
ORIGINAL RESEARCH
Published on 22 Jun 2021
Alcohol Consumption and Risk of Common Autoimmune Inflammatory Diseases—Evidence From a Large-Scale Genetic Analysis Totaling 1 Million Individuals
doi 10.3389/fgene.2021.687745
- 11,460 views
- 16 citations
ORIGINAL RESEARCH
Published on 20 May 2021
Construction of Condition-Specific Gene Regulatory Network Using Kernel Canonical Correlation Analysis
doi 10.3389/fgene.2021.652623
- 3,102 views
- 2 citations
ORIGINAL RESEARCH
Published on 15 Apr 2021
Immunohistochemical Expression of Five Protein Combinations Revealed as Prognostic Markers in Asian Oral Cancer
doi 10.3389/fgene.2021.643461
- 4,641 views
- 9 citations
ORIGINAL RESEARCH
Published on 22 Mar 2021
Risk Prediction in Patients With Heart Failure With Preserved Ejection Fraction Using Gene Expression Data and Machine Learning
doi 10.3389/fgene.2021.652315
- 2,958 views
- 13 citations
ORIGINAL RESEARCH
Published on 24 Feb 2021
Comparison of Methods for Feature Selection in Clustering of High-Dimensional RNA-Sequencing Data to Identify Cancer Subtypes
doi 10.3389/fgene.2021.632620
- 8,013 views
- 13 citations
ORIGINAL RESEARCH
Published on 16 Feb 2021
Identification of Potential Driver Genes Based on Multi-Genomic Data in Cervical Cancer
doi 10.3389/fgene.2021.598304
- 6,534 views
- 22 citations
ORIGINAL RESEARCH
Published on 07 Jan 2021
Estimation of Heterogeneous Restricted Mean Survival Time Using Random Forest
doi 10.3389/fgene.2020.587378
- 2,556 views
- 3 citations
METHODS
Published on 11 Dec 2020
Conditional Generative Adversarial Networks for Individualized Treatment Effect Estimation and Treatment Selection
doi 10.3389/fgene.2020.585804
- 5,267 views
- 23 citations
Published in
Frontiers in Genetics
- Statistical Genetics and Methodology
Impact
- 56kTopic views
- 41kArticle views
- 14kArticle downloads