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doi: 10.1038/tpj.2011.17 66 SteinbachDWittigSCarioGViehmannSMuellerAGruhnBet al

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Key steps include missing value imputation to address incomplete entries in high-throughput omics datasets, data normalization to correct for technical variation and ensure comparability across samples, and batch effect correction to minimize systematic differences between experimental runs