DeepMAPS: Single-cell biological network inference using heterogeneous graph transformer
Published in bioRxiv (Cold Spring Harbor Laboratory), 2021
Abstract We present DeepMAPS (Deep learning-based Multi-omics Analysis Platform for Single-cell data) for biological network inference from single-cell multi-omics (scMulti-omics). DeepMAPS includes both cells and genes in a heterogeneous graph to simultaneously infer cell-cell, cell-gene, and gene-gene relations. T…
Recommended citation: Anjun Ma, Xiaoying Wang, Cankun Wang, Jingxian Li, Tong Xiao, Juexing Wang, Yang Li, Yun-Tao Liu, et al.. (2021). "DeepMAPS: Single-cell biological network inference using heterogeneous graph transformer" bioRxiv (Cold Spring Harbor Laboratory).
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