Concepedia

Kinetic Parameter Inference

Kinetic Parameter Inference is a computational method that belongs to the class of mathematical modeling techniques used in transcriptional bursting analysis, specifically distinguished by its purpose of estimating rate parameters—such as burst frequency and burst size—from gene expression data.

42

Publications

1.4K

Citations

152

Authors

86

Institutions

Publications per year

2017–2026

20

Parents

Publications

42

Neural network aided approximation and parameter inference of non-Markovian models of gene expression

Qingchao Jiang, Xiaoming Fu, Shifu Yan et al. · Nature Communications · 2021 · 154 citations · Full text

, , +14

Genome-wide modeling of transcription kinetics reveals patterns of RNA production delays

Antti Honkela, Jaakko Peltonen, Hande Topa et al. · Proceedings of the National Academy of Sciences · 2015 · 107 citations · Full text

, , +15

A new probabilistic generative model of parameter inference in biochemical networks

Paola Lecca, Alida Palmisano, Corrado Priami et al. · 2009 · 102 citations

, , +16

Bayesian Methods for Pharmacokinetic Models in Dynamic Contrast-Enhanced Magnetic Resonance Imaging

Volker Schmid, Brandon Whitcher, Anwar R. Padhani et al. · IEEE Transactions on Medical Imaging · 2006 · 91 citations

, , +17

Breath‐by‐breath pulmonary O<sub>2</sub> uptake kinetics: effect of data processing on confidence in estimating model parameters

Daniel A. Keir, Juan M. Murias, Donald H. Paterson et al. · Experimental Physiology · 2014 · 90 citations · Full text

, , +15

1–5 of 42

Authors

152

  1. DJ
    Darren J. Wilkinson

    Newcastle University, United Kingdom

    3 publications · 98 citations

    3

    h-index

  2. CP
    Corrado Priami

    University of Trento, Italy

    2 publications · 113 citations

    2

    h-index

  3. BM
    Bjoern Menze

    Technical University of Munich, Germany

    2 publications · 119 citations

    2

    h-index

  4. CS
    Colin S. Gillespie

    Newcastle University, United Kingdom

    2 publications · 65 citations

    2

    h-index

  5. KS
    Kandler Smith

    Idaho National Laboratory, United States

    2 publications · 47 citations

    2

    h-index

1–5 of 152

Institutions

86

  1. Newcastle University

    Newcastle upon Tyne, United Kingdom

    3 h-index

    8 publications

    261 citations

  2. University of Sheffield

    Sheffield, United Kingdom

    2 h-index

    2 publications

    174 citations

  3. Northern Arizona University

    Flagstaff, United States

    2 h-index

    2 publications

    47 citations

  4. Aalto University

    Espoo, Finland

    2 h-index

    3 publications

    230 citations

  5. University of Colorado Boulder

    Boulder, United States

    2 h-index

    2 publications

    47 citations

  6. University of Edinburgh

    Edinburgh, United Kingdom

    2 h-index

    6 publications

    576 citations

  7. The Microsoft Research - University of Trento Centre for Computational and Systems Biology

    Trento, Italy

    2 h-index

    8 publications

    361 citations

  8. Idaho National Laboratory

    Idaho Falls, United States

    2 h-index

    2 publications

    47 citations

1–8 of 86

Venues

  1. IEEE Transactions on Medical Imaging

    3 publications · 172 citations

    3

    h-index

  2. PLoS Computational Biology

    2 publications · 49 citations

    2

    h-index

  3. Journal of Energy Storage

    2 publications · 47 citations

    2

    h-index

  4. Bioinformatics

    2 publications · 27 citations

    2

    h-index

  5. Physical review. E

    PRE · 2 publications · 34 citations

    2

    h-index

1–5