most citedMultiscale Graph Neural Networks for Protein Residue Contact Map Prediction

2 citations · 2 across the 1 of their papers we have counts for

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2 papers

q-bio.QM2022★ 2 cited

Multiscale Graph Neural Networks for Protein Residue Contact Map Prediction

Kuang Liu, Rajiv K. Kalia, Xinlian Liu +4

Machine learning (ML) is revolutionizing protein structural analysis, including an important subproblem of predicting protein residue contact maps, i.e., which amino-acid residues…

cs.CV2018

A Spatial Mapping Algorithm with Applications in Deep Learning-Based Structure Classification

Thomas Corcoran, Rafael Zamora-Resendiz, Xinlian Liu +1

Convolutional Neural Network (CNN)-based machine learning systems have made breakthroughs in feature extraction and image recognition tasks in two dimensions (2D). Although there i…