Reconstructing Molecular Networks by Causal Diffusion Do‐Calculus Analysis with Deep Learning

Abstract Quantifying molecular regulations between genes/molecules causally from observed data is crucial for elucidating the molecular mechanisms underlying biological processes at the network level. Presently, most methods for inferring gene regulatory and biological networks rely on association s...

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Bibliographic Details
Main Authors: Jiachen Wang, Yuelei Zhang, Luonan Chen, Xiaoping Liu
Format: Article
Language:English
Published: Wiley 2024-12-01
Series:Advanced Science
Subjects:
Online Access:https://doi.org/10.1002/advs.202409170
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