학술논문
Single-cell biological network inference using a heterogeneous graph transformer
Document Type
article
Author
Source
Nature Communications, Vol 14, Iss 1, Pp 1-18 (2023)
Subject
Language
English
ISSN
2041-1723
Abstract
Single-cell multi-omics and deep learning could lead to the inference of biological networks across specific cell types. Here, the authors develop DeepMAPS, a deep learning, graph-based approach for cell-type specific network inference from single-cell multi-omics data that is tested on healthy and tumour tissue datasets.