Author

W. Heo

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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Biophysics· 2

Signature Assays, Organisms & Methods

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Assay:fluorescence / live-cell microscopy· 2 Approach:Bayesian inference· 1 Research Focus:cell signaling & trafficking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Approach:statistical model· 1

Frequent Co-Authors

I. Sgouralis· 2 shared K. Ishii· 2 shared S. Presse· 2 shared T. Tahara· 2 shared M. Tavakoli· 1 shared S. Jazani· 1 shared Z. Kilic· 1 shared

Activity by Year

2020-2020 · peak 2/yr

Co-Author Collaboration Network

7 top collaborators · 19 mutual co-author links

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2 shared papersBiophysics

I. Sgouralis

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2 papers

Recent·Most cited

Direct Photon-by-photon Analysis of Time-Resolved Pulsed Excitation Data using Bayesian Nonparametrics

M. Tavakoli, S. Jazani, I. Sgouralis, W. Heo, K. Ishii, T. Tahara, S. Presse

This paper introduces a Bayesian nonparametric method to directly infer the number of chemical species and their lifetimes from photon arrival data without pre-specifying the number of species.

Cell Reports Physical Science · Nov 1, 2020Peer-reviewedBiophysics

A Continuous Time Representation of smFRET for the Extraction of Rapid Kinetics

Z. Kilic, I. Sgouralis, W. Heo, K. Ishii, T. Tahara, S. Presse

This paper develops a continuous-time hidden Markov jump process to learn kinetic rates from smFRET data beyond acquisition rates, validated on simulated and experimental data.

bioRxiv · Aug 28, 2020 · PreprintBiophysics