Author

Elham Soltanikazemi

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.

Biology Disciplines

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Bioinformatics· 3

Signature Assays, Organisms & Methods

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Assay:protein structure· 3 Research Focus:protein structure prediction· 3 Research Focus:benchmarking· 2 Approach:deep learning· 2 Approach:statistical model· 2 Approach:optimal transport· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Farhan QuadiriD· 3 shared Jianlin Jack ChengiD· 3 shared Raj S. RoyiD· 3 shared Zhiye GuoiD· 1 shared

Activity by Year

2021-2022 · peak 2/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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3 shared papersBioinformatics

Farhan QuadirORCID

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3 papers

Recent·Most cited

A deep reinforcement learning approach to reconstructing quaternary structures of protein dimers through self-learning

Elham Soltanikazemi, Raj S. Roy, Farhan Quadir, Jianlin Jack Cheng

This paper introduces DRLComplex, a deep reinforcement learning method for reconstructing protein dimer quaternary structures from interchain contacts, achieving high accuracy on standard datasets.

bioRxiv · Apr 17, 2022 · PreprintBioinformatics

A deep dilated convolutional residual network for predicting interchain contacts of protein homodimers

Raj S. Roy, Farhan Quadir, Elham Soltanikazemi, Jianlin Jack Cheng

This paper introduces DRCon, a deep learning model for predicting interchain contacts in homodimers, achieving higher accuracy than existing methods on benchmark datasets.

Bioinformatics · Jan 31, 2022Peer-reviewedBioinformatics

Distance-based Reconstruction of Protein Quaternary Structures from Inter-Chain Contacts

Elham Soltanikazemi, Farhan Quadir, Raj S. Roy, Zhiye Guo, Jianlin Jack Cheng

This paper introduces a gradient descent algorithm to reconstruct protein quaternary structures from inter-chain contacts, showing it outperforms other methods and can produce high-quality models even with predicted contacts.

Proteins Structure Function and Bioinformatics · Oct 30, 2021Peer-reviewedBioinformatics