Author

Chiara Mattamira

University of Tennessee at Knoxville

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Biochemistry· 1

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Approach:Bayesian inference· 1 Research Focus:benchmarking· 1 Assay:fluorescence / live-cell microscopy· 1

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Alyssa WardiD· 1 shared Francisco N. BarreraiD· 1 shared Ioannis SgouralisiD· 1 shared Rajan LamichhaneiD· 1 shared Sriram Tiruvadi KrishnaniD· 1 shared

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1 shared paperBiochemistry

Alyssa WardORCID

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1 paper

Recent·Most cited

BiochemistryBiophysical JournalPeer-reviewedAug 21, 2025

Bayesian analysis and efficient algorithms for single-molecule fluorescence data and step counting

Chiara Mattamira, Alyssa Ward, Sriram Tiruvadi Krishnan…·Ioannis Sgouralis

This paper introduces a Bayesian nonparametric framework for analyzing single-molecule fluorescence data, demonstrating its effectiveness through synthetic and experimental data.

3 citations

fluorescence / live-cell microscopyBayesian inference

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