Aug 12, 2020 · The NPF method is divided into three stages: (1) Constructing three protein-protein correlation networks by integrating knowledge of the protein ...
Aug 12, 2020 · Conclusions: We demonstrated that network propagation, together with multi-omics data, can both discover more partners with similar function, ...
Results: We presented NPF (Network Propagation for Functions prediction), an integrative protein function predicting framework assisted by network propagation.
Oct 22, 2024 · NPF leverages knowledge of the protein interaction network architecture and multi-omics data, such as domain annotation and protein complex ...
Network propagation for protein function prediction - husaiccsu/NPF.
Various methods have been developed to facilitate the prediction of functions by combining protein interaction networks (PINs) with multi-omics data. However, ...
Dec 9, 2024 · Various methods have been developed to facilitate the prediction of functions by combining protein interaction networks (PINs) with multi-omics ...
Title. NPF:network propagation for protein function prediction. Authors. Zhao, Bihai; Zhang, Zhihong; Jiang, Meiping; Hu, Sai; Luo, Yingchun; Wang, Lei.
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Nov 18, 2022 · On this basis, we design a novel protein function prediction method named PHN (Propagate on Heterogeneous Networks) by applying the propagation ...
In this paper, we propose a pattern-based protein function annotation framework, employing protein interaction networks, to predict annotation functions of ...