SurfPro-NN: A 3D point cloud neural network for the scoring of protein-protein docking models based on surfaces features and protein language models

Published: 01 Jan 2024, Last Modified: 07 Feb 2025Comput. Biol. Chem. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•We propose 3D point cloud neural network (SurfPro-NN) for protein–protein docking complex scoring task.•Experimentally verified the feasibility of dMaSIF and ProteinBERT in the task.•SurfPro-NN achieves best performance on CAPRI and DockGround test dataset.•SurfPro-NN has high accuracy and recognition speed compared to other neural networks.
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