6 citations · 18 across the 11 of their papers we have counts for
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stat.ML2022★ 1 cited
Weighted Scaling Approach for Metabolomics Data Analysis
Biplab Biswas, Nishith Kumar, Md Aminul Hoque +1
Systematic variation is a common issue in metabolomics data analysis. Therefore, different scaling and normalization techniques are used to preprocess the data for metabolomics dat…
stat.ML2022★ 4 cited
A robust kernel machine regression towards biomarker selection in multi-omics datasets of osteoporosis for drug discovery
Md Ashad Alam, Hui Shen, Hong-Wen Deng
Many statistical machine approaches could ultimately highlight novel features of the etiology of complex diseases by analyzing multi-omics data. However, they are sensitive to some…