Author

Sorena Sarmadi

University of Houston

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· 1

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

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

Andreas MangORCID

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1 paper

Recent·Most cited

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

Sorena Sarmadi, James J. Winkle, Razan N. Alnahhas, Matthew R. Bennett, Krešimir Josić́, Andreas Mang, 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.

Mathematical and Computational Applications · Mar 2, 2022Peer-reviewedBioinformatics