Robust phenotype prediction from gene expression data using differential shrinkage of co-regulated genes
Author:
Publisher
Springer Science and Business Media LLC
Subject
Multidisciplinary
Link
http://www.nature.com/articles/s41598-018-19635-0.pdf
Reference40 articles.
1. Collins, D. C., Sundar, R., Lim, J. S. & Yap, T. A. Towards precision medicine in the clinic: From biomarker discovery to novel therapeutics. Trends in pharmacological sciences 38, 25–40 (2017).
2. McShane, L. M. et al. Criteria for the use of omics-based predictors in clinical trials. Nature 502, 317–20, https://doi.org/10.1038/nature12564 , http://www.nature.com/nature/journal/v502/n7471/full/nature12564.html (2013).
3. McDermott, J. E. et al. Challenges in biomarker discovery: combining expert insights with statistical analysis of complex omics data. Expert opinion on medical diagnostics 7, 37–51 (2013).
4. Tibshirani, R. Regression shrinkage and selection via the lasso. Journal of the Royal Statistical Society. Series B (Methodological) 267–288 (1996).
5. Zou, H. & Hastie, T. Regularization and variable selection via the elastic net. Journal of the Royal Statistical Society: Series B (Statistical Methodology) 67, 301–320 (2005).
Cited by 21 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Artificial Intelligence Methods in Marine Biotechnology;Marine Biotechnology: Applications in Food, Drugs and Energy;2023
2. Incomplete time-series gene expression in integrative study for islet autoimmunity prediction;Briefings in Bioinformatics;2022-12-13
3. A DNA Methylation-based Epigenetic Signature for the Identification of Lymph Node Metastasis in T1 Colorectal Cancer;Annals of Surgery;2022-07-15
4. Verbal learning, working memory, and attention/vigilance may be candidate phenotypes of bipolar II depression in Chinese Han nationality;Acta Psychologica;2022-06
5. Feature Selection with Ensemble Learning for Prostate Cancer Prediction from Gene Expression;INT J COMPUT SCI NET;2021
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3