Author

John J. Tanner

University of MissouriORCID 0000-0001-8314-113XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 3

Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:imaging· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Jianlin Jack ChengiD· 3 shared Adil Al-AzzawiiD· 2 shared Anes OuadouiD· 2 shared Badri AdhikariiD· 1 shared Jie HouiD· 1 shared Max R. Highsmith· 1 shared Ye Duan· 1 shared

Activity by Year

2019-2020 · peak 2/yr

Co-Author Collaboration Network

7 top collaborators · 13 mutual co-author links

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3 shared papersBioinformatics

Jianlin Jack ChengORCID

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3 papers

Recent·Most cited

BioinformaticsBMC BioinformaticsPeer-reviewedNov 9, 2020

DeepCryoPicker: Fully Automated Deep Neural Network for Single Protein Particle Picking in cryo-EM

Adil Al-Azzawi, Anes Ouadou, Max R. Highsmith…·Jianlin Jack Cheng

DeepCryoPicker automates single particle picking in cryo-EM using deep learning, outperforming semi-automated methods without human intervention.

74 citations

𝕏 PostBluesky

BioinformaticsProteins Structure Function and BioinformaticsPeer-reviewedDec 20, 2019

SAXSDom: Modeling multi-domain protein structures using small-angle X-ray scattering data

Jie Hou, Badri Adhikari, John J. Tanner, Jianlin Jack Cheng

SAXSDom improves domain-domain assembly accuracy using SAXS data and IOHMM, achieving better results on CASP and AIDA datasets.

12 citations

protein structurestatistical model

𝕏 PostBluesky

BioinformaticsBMC BioinformaticsPeer-reviewedJun 13, 2019

AutoCryoPicker: An Unsupervised Learning Approach for Fully Automated Single Particle Picking in Cryo-EM Images

Adil Al-Azzawi, Anes Ouadou, John J. Tanner, Jianlin Jack Cheng

AutoCryoPicker is an unsupervised method for automated single particle picking in cryo-EM images, improving accuracy and reducing bias compared to manual or supervised approaches.

53 citations

imagingstatistical model

𝕏 PostBluesky