id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
fcis-31264	Li, Hao; Liu, Liyu	Predicting Multigene Transcriptional Outcomes Based on Dual-Stream Mamba Neural Network	2025	8	.pdf	application/pdf	4540	242	41	The data of gene expression levels and gene perturbation were derived from the Norman, RPE1, and K562 datasets. This result indicates that the model can not only reliably predict the expression changes after gene perturbation, but also effectively capture the complex dynamic features of gene interactions, providing an analytical tool with high confidence for the precise resolution of multi-gene perturbation effects.	cache/fcis-31264.pdf	txt/fcis-31264.txt