WaveICA: A novel algorithm to remove batch effects for large-scale untargeted metabolomics data based on wavelet analysis - Deng, Kui; Zhang, Fan; Tan, Qilong; Huang, Yue; Song, Wei; Rong, Zhiwei; Zhu, Zheng-Jiang; Li, Kang; Li, Zhenzi (Analytica chimica acta, 2019)
Keywords: Algorithms; Batch effect; Biomarkers; Correlation coefficient; Correlation coefficients; Data normalization; Feature extraction; Independent component analysis; Liquid chromatography; Mass spectrometry; Mass spectroscopy; Metabolomics; Multiscale analysis; Pathogenesis; Quality control; Statistical analysis; Statistical methods; Wavelet analysis; Wavelet transform; Wavelet transforms; Metabolomics; Wavelet transform; Batch effect; Data normalization; Independent component analysis