Author

Yongyu Deng

University of Missouri

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Haofan Cui· 1 shared Jan SegertiD· 1 shared Jianlin Jack ChengiD· 1 shared Yechan Hong· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Haofan Cui

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1 paper

Recent·Most cited

Classifying protein structures into folds by convolutional neural networks, distance maps, and persistent homology

Yechan Hong, Yongyu Deng, Haofan Cui, Jan Segert, Jianlin Jack Cheng

This paper develops a 2D-convolutional neural network to classify protein 3D structures into predefined folds using distance matrices and persistent homology images, achieving high accuracy on SCOP and SCOPe datasets.

bioRxiv · Apr 15, 2020 · PreprintBioinformatics