Author

Andreas Mang

University of HoustonORCID 0000-0003-4605-3290Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Organism:E. coli· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

James J. WinkleiD· 1 shared Krešimir Josić́iD· 1 shared Matthew R. BennettiD· 1 shared Razan N. AlnahhasiD· 1 shared Robert AzencottiD· 1 shared Sorena Sarmadi· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

James J. WinkleORCID

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1 paper

Recent·Most cited

BioinformaticsMathematical and Computational ApplicationsPeer-reviewedMar 2, 2022

Stochastic Neural Networks for Automatic Cell Tracking in Microscopy Image Sequences of Bacterial Colonies

Sorena Sarmadi, James J. Winkle, Razan N. Alnahhas…·Robert Azencott

This paper introduces a stochastic neural network method for tracking bacterial cell motion in microscopy sequences, achieving high registration accuracy in both simulated and experimental data.

4 citations

E. coliimaging

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