全部文献期刊学位论文会议报纸专利标准年鉴图书|学者科研项目
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作者:Varshini Vasudevaraja , Jamie Renbarger , Ridhhi Girish Shah ...
来源:[J].Quantitative Biology, 2017, Vol.5 (4), pp.380-394Springer
摘要:Precision medicine attempts to tailor the right therapy for the right patient. Recent progress in large-scale collection of patents’ tumor molecular profiles in The Cancer Genome Atlas (TCGA) provides a foundation for systematic discovery of potential drug targets specific t...
作者:Weiming Zhang , Debashis Ghosh
来源:[J].Quantitative Biology, 2017, Vol.5 (4), pp.368-379Springer
摘要:Properly adjusting for unmeasured confounders is critical for health studies in order to achieve valid testing and estimation of the exposure’s causal effect on outcomes. The instrumental variable (IV) method has long been used in econometrics to estimate causal effects whil...
作者:Yiyi Liu , Hongyu Zhao
来源:[J].Quantitative Biology, 2017, Vol.5 (4), pp.338-351Springer
摘要:Random Forests is a popular classification and regression method that has proven powerful for various prediction problems in biological studies. However, its performance often deteriorates when the number of features increases. To address this limitation, feature elimination Rand...

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