Cooperative integration of spatially resolved multi-omics data with COSMOS

Recent advancements in biological technologies have enabled the measurement of spatially resolved multi-omics data, yet computational algorithms for this purpose are scarce. Existing tools target either single omics or lack spatial integration. We generate a graph neural network algorithm named COSM...

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Bibliographic Details
Published in:	Nature communications Vol. 16; no. 1; pp. 27 - 10
Main Authors:	Zhou, Yuansheng, Xiao, Xue, Dong, Lei, Tang, Chen, Xiao, Guanghua, Xu, Lin
Format:	Journal Article
Language:	English
Published:	London Nature Publishing Group UK 02.01.2025 Nature Publishing Group Nature Portfolio
Subjects:	45 631/114/2397 631/114/2401 Algorithms Biological analysis Data integration Datasets Design Graph neural networks Humanities and Social Sciences Integration multidisciplinary Neural networks Science Science (multidisciplinary) Software Visualization
ISSN:	2041-1723, 2041-1723
Online Access:	Get full text
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