GENE REGULATORY NETWORK RECONSTRUCTION METHOD AND SYSTEM, AND DEVICE AND MEDIUM

摘要

A gene regulatory network reconstruction method and system, and a device and a storage medium. The method comprises: encoding gene expression data, and decoding the encoded data to obtain reconstructed data (S1); processing the reconstructed data to obtain a hidden state, and performing feature extraction on the hidden state (S2); and constructing a gene regulatory relationship matrix on the basis of an extracted feature, and reconstructing a gene regulatory network according to the gene regulatory relationship matrix (S3). According to the gene regulatory network reconstruction method and system, and the device and the medium, the precision of gene regulatory network reconstruction is improved by combining compressed sensing technology and a time attention model.