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I

Ioannis Sgouralis

University of Tennessee System

21H-index
97Paper Count
1.2KCitation Count
Published Papers 25
Publication Date
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Quantitative Assessment of Biological Dynamics with Aggregate Data
errBULLETIN OF MATHEMATICAL BIOLOGY
IF2.2
err2025-10-15
err0
PREAI
errMcCoy, Stephen; McBride, Daniel; McCullough, D. Katie; Calfee, Benjamin C.; Zinser, Erik; Talmy, David; Sgouralis, Ioannis
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Bayesian analysis and efficient algorithms for single-molecule fluorescence data and step counting
errBiophysical Journal
IF3.1
err2025-08-20
err0
errOAAI
errChiara Mattamira; Alyssa Ward; Sriram Tiruvadi Krishnan; Rajan Lamichhane; Francisco N. Barrera; Ioannis Sgouralis
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Cholesterol inhibits assembly and oncogenic activation of the EphA2 receptor
errCOMMUNICATIONS BIOLOGY
IF5.1
err2025-03-11
err0
errOAAI
errSchuck, Ryan J.; Ward, Alyssa E.; Sahoo, Amita R.; Rybak, Jennifer A.; Pyron, Robert J.; Trybala, Thomas N.; Simmons, Timothy B.; Baccile, Joshua A.; Sgouralis, Ioannis; Buck, Matthias; Lamichhane, Rajan; Barrera, Francisco N.
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An accurate probabilistic step finder for time-series analysis
errBIOPHYSICAL JOURNAL
IF3.1
err2024-09-01
err2
errOAAI
errRojewski, Alex; Schweiger, Max; Sgouralis, Ioannis; Comstock, Matthew; Presse, Steve
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errSave
BNP-Track: a framework for superresolved tracking
errNATURE METHODS
IF32.1
err2024-07-22
err0
errOAAI
errSgouralis, Ioannis; Xu, Lance W. Q.; Jalihal, Ameya P.; Kilic, Zeliha; Walter, Nils G.; Presse, Steve
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A model of algal-virus population dynamics reveals underlying controls on material transfer
errLIMNOLOGY AND OCEANOGRAPHY
IF3.7
err2022-11-18
err1
errOAAI
errHinson, Audra; Papoulis, Spiro; Fiet, Lucas; Knight, Margaret; Cho, Priscilla; Szeltner, Brielle; Sgouralis, Ioannis; Talmy, David
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Computational Proposal for Tracking Multiple Molecules in a Multifocus Confocal Setup
errACS PHOTONICS
IF6.7
err2022-07-07
err3
errOAAI
errJazani, Sina; Xu, Lance W. Q.; Sgouralis, Ioannis; Shepherd, Douglas P.; Presse, Steve
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errSave
Diffraction-limited molecular cluster quantification with Bayesian nonparametrics
errNATURE COMPUTATIONAL SCIENCE
IF18.3
err2022-02-28
err15
errOAAI
errBryan, J. Shepard; Sgouralis, Ioannis; Presse, Steve
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errSave
Residence time analysis of RNA polymerase transcription dynamics: A Bayesian sticky HMM approach
errBIOPHYSICAL JOURNAL
IF3.1
err2021-05-01
err4
errOAAI
errKilic, Zeliha; Sgouralis, Ioannis; Presse, Steve
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errSave
Extraction of rapid kinetics from smFRET measurements using integrative detectors
errCELL REPORTS PHYSICAL SCIENCE
IF7.3
err2021-05-01
err17
errOAAI
errKilic, Zeliha; Sgouralis, Ioannis; Heo, Wooseok; Ishii, Kunihiko; Tahara, Tahei; Presse, Steve
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errSave
Generalizing HMMs to Continuous Time for Fast Kinetics: Hidden Markov Jump Processes
errBIOPHYSICAL JOURNAL
IF3.1
err2021-02-01
err17
errOAAI
errKilic, Zeliha; Sgouralis, Ioannis; Presse, Steve
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errSave
Direct Photon-by-Photon Analysis of Time-Resolved Pulsed Excitation Data using Bayesian Nonparametrics
errCELL REPORTS PHYSICAL SCIENCE
IF7.3
err2020-11-01
err13
errOAAI
errTavakoli, Meysam; Jazani, Sina; Sgouralis, Ioannis; Heo, Wooseok; Ishii, Kunihiko; Tahara, Tahei; Presse, Steve
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errSave
Inferring effective forces for Langevin dynamics using Gaussian processes
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2020-03-25
err13
errOAAI
errBryan, J. Shepard; Sgouralis, Ioannis; Presse, Steve
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errSave
Pitching Single-Focus Confocal Data Analysis One Photon at a Time with Bayesian Nonparametrics
errPHYSICAL REVIEW X
IF15.7
err2020-01-30
err33
errOAAI
errTavakoli, Meysam; Jazani, Sina; Sgouralis, Ioannis; Shafraz, Omer M.; Sivasankar, Sanjeevi; Donaphon, Bryan; Levitus, Marcia; Presse, Steve
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errSave
An alternative framework for fluorescence correlation spectroscopy
errNATURE COMMUNICATIONS
IF15.7
err2019-08-14
err63
errOAAI
errJazani, Sina; Sgouralis, Loannis; Shafraz, Omer M.; Levitus, Marcia; Sivasankar, Sanjeevi; Presse, Steve
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errSave
A method for single molecule tracking using a conventional single-focus confocal setup
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2019-03-19
err25
errOAAI
errJazani, Sina; Sgouralis, Ioannis; Presse, Steve
errShare
errSave
Bayesian Nonparametrics for Fluorescence Methods
errBIOPHYSICAL JOURNAL
IF3.1
err2019-02-01
err5
errOAAI
errTavakoli, Meysam; Jazani, Sina; Sgouralis, Ioannis; Presse, Steve
errShare
errSave
An Alternative Framework for Fluorescence Correlation Spectroscopy
errBIOPHYSICAL JOURNAL
IF3.1
err2019-02-01
err2
errOAAI
errJazani, Sina; Sgouralis, Ioannis; Shafraz, Omer M.; Sivasankar, Sanjeevi; Presse, Steve
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errSave
Single molecule force spectroscopy at high data acquisition: A Bayesian nonparametric analysis
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2018-01-09
err29
errOAAI
errSgouralis, Ioannis; Whitmore, Miles; Lapidus, Lisa; Comstock, Matthew J.; Presse, Steve
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errSave
An Introduction to Infinite HMMs for Single-Molecule Data Analysis
errBIOPHYSICAL JOURNAL
IF3.1
err2017-05-01
err75
errOAAI
errSgouralis, Ioannis; Presse, Steve
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
N
Nils G. Walter
H-index: 63 · Papers: 387
T
Tahei Tahara
H-index: 58 · Papers: 363
A
Anita T. Layton
H-index: 46 · Papers: 351
M
Matthias Buck
H-index: 42 · Papers: 340
F
Francisco N. Barrera
H-index: 33 · Papers: 152
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