scSniper: Single-cell Deep Neural Network-based Identification of Prominent Biomarkers
Mingyang Li,
Yanshuo Chen,
Jun Ding
Abstract:Discovering disease biomarkers at the single-cell level is crucial for advancing our understanding of diseases and improving diagnostic accuracy. However, current computational methods often have limitations, such as a reliance on prior knowledge, constraints to unimodal data, and the use of conventional statistical tests for feature selection. To address these issues, we introduce scSniper, a novel approach that employs a specialized deep neural network framework tailored for robust single-cell multiomic biom… Show more
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