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Comprehensive Guide to Gene Expression Analysis from Bulk and Single-Nucleus Transcriptomes.
This chapter covers quality control, normalization, sparse data handling, and transcript quantification for both bulk and snRNA-seq, along with strategies to address challenges such as multi-mapped reads and batch effects, and examines how artificial intelligence and machine learning techniques can improve data process...