Permutation-based identification of important biomarkers for complex diseases via machine learning models
出版年份 2021 全文链接
标题
Permutation-based identification of important biomarkers for complex diseases via machine learning models
作者
关键词
-
出版物
Nature Communications
Volume 12, Issue 1, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2021-05-21
DOI
10.1038/s41467-021-22756-2
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Panning for gold: ‘model-X’ knockoffs for high dimensional controlled variable selection
- (2018) Emmanuel Candès et al. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
- SubID, a non-median dichotomization tool for heterogeneous populations, reveals the pan-cancer significance of INPP4B and its regulation by EVI1 in AML
- (2018) Irakli Dzneladze et al. PLoS One
- Bagging and Deep Learning in Optimal Individualized Treatment Rules
- (2018) Xinlei Mi et al. BIOMETRICS
- Machine Learning for Medical Imaging
- (2017) Bradley J. Erickson et al. RADIOGRAPHICS
- Deep Learning in Drug Discovery
- (2015) Erik Gawehn et al. Molecular Informatics
- Deep learning
- (2015) Yann LeCun et al. NATURE
- Estrogen receptor alpha prevents bladder cancer via INPP4B inhibited akt pathway in vitro and in vivo
- (2015) Oncotarget
- Eggerthella lenta Bacteremia Complicated by Spondylodiscitis, Psoas Abscess, and Meningitis
- (2014) B. J. Gardiner et al. JOURNAL OF CLINICAL MICROBIOLOGY
- Mass-spectrometry-based draft of the human proteome
- (2014) Mathias Wilhelm et al. NATURE
- Direct in Vivo RNAi Screen Unveils Myosin IIa as a Tumor Suppressor of Squamous Cell Carcinomas
- (2014) D. Schramek et al. SCIENCE
- INPP4B overexpression enhances the antitumor efficacy of PARP inhibitor AG014699 in MDA-MB-231 triple-negative breast cancer cells
- (2014) Ying Sun et al. TUMOR BIOLOGY
- Tipping elements in the human intestinal ecosystem
- (2014) Leo Lahti et al. Nature Communications
- Metabolomics in diagnosis and biomarker discovery of colorectal cancer
- (2013) Aihua Zhang et al. CANCER LETTERS
- Plasminogen activator inhibitor-1 in kidney pathology
- (2013) SYLWIA MAŁGORZEWICZ et al. INTERNATIONAL JOURNAL OF MOLECULAR MEDICINE
- The Cancer Genome Atlas Pan-Cancer analysis project
- (2013) John N Weinstein et al. NATURE GENETICS
- Bone marrow-derived mesenchymal stem cells promote colorectal cancer progression through paracrine neuregulin 1/HER3 signalling
- (2012) Astrid De Boeck et al. GUT
- Sample size selection in optimization methods for machine learning
- (2012) Richard H. Byrd et al. MATHEMATICAL PROGRAMMING
- Up-Regulation of MicroRNA-21 Correlates with Lower Kidney Cancer Survival
- (2012) Mohd Saif Zaman et al. PLoS One
- Sorafenib attenuates p21 in kidney cancer cells and augments cell death in combination with DNA-damaging chemotherapy
- (2011) Hiromi Inoue et al. CANCER BIOLOGY & THERAPY
- Hallmarks of Cancer: The Next Generation
- (2011) Douglas Hanahan et al. CELL
- Permutation importance: a corrected feature importance measure
- (2010) André Altmann et al. BIOINFORMATICS
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