Investigating the prediction ability of survival models based on both clinical and omics data: two case studies
Author:
Affiliation:
1. Department of Medical Informatics, Biometry and Epidemiology; Ludwig-Maximilians-Universität of Munich; Germany
2. Department of Medical Biometry and Medical Informatics; University Medical Center Freiburg; Germany
Funder
Deutsche Forschungsgemeinschaft
Publisher
Wiley
Subject
Statistics and Probability,Epidemiology
Link
http://onlinelibrary.wiley.com/wol1/doi/10.1002/sim.6246/fullpdf
Reference49 articles.
1. Prediction of cancer outcome with microarrays: a multiple random validation strategy;Michiels;The Lancet,2005
2. Interlaboratory comparability study of cancer gene expression analysis using oligonucleotide microarrays;Dobbin;Clinical Cancer Research,2005
3. Microarrays and molecular research: noise discovery?;Ioannidis;The Lancet,2005
4. Expectations, validity, and reality in omics;Ioannidis;Journal of Clinical Epidemiology,2010
5. Lack of sufficiently strong informative features limits the potential of gene expression analysis as predictive tool for many clinical classification problems;Hess;BMC Bioinformatics,2011
Cited by 35 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. Machine learning techniques to predict the risk of developing diabetic nephropathy: a literature review;Journal of Diabetes & Metabolic Disorders;2023-12-05
2. Statistical analysis of high-dimensional biomedical data: a gentle introduction to analytical goals, common approaches and challenges;BMC Medicine;2023-05-15
3. Benchmark study of feature selection strategies for multi-omics data;BMC Bioinformatics;2022-10-05
4. Ten quick tips for biomarker discovery and validation analyses using machine learning;PLOS Computational Biology;2022-08-11
5. Computational Analysis of High-Dimensional DNA Methylation Data for Cancer Prognosis;Journal of Computational Biology;2022-08-01
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