Concepedia

Regression-based Deconvolution

Regression-Based Deconvolution is a computational method in cell-type deconvolution that employs regression models to estimate the proportional contributions of distinct cell types within a bulk tissue sample by leveraging gene expression signatures as predictors.

18

Publications

528

Citations

79

Authors

36

Institutions

Publications per year

2017–2026

11

Parents

Publications

18

Removal of Barometric Pressure Effects and Earth Tides from Observed Water Levels

Nathanial J. Toll, Todd C. Rasmussen · Ground Water · 2006 · 109 citations

, , +13

Investigation of the sensitivity-specificity of canonical- and deconvolution-based linear models in evoked functional near-infrared spectroscopy

Hendrik Santosa, Frank A. Fishburn, Xuetong Zhai et al. · Neurophotonics · 2019 · 43 citations · Full text

, , +17

Comparing Methods of Barometric Efficiency Characterization for Specific Storage Estimation

Chris Turnadge, Russell S. Crosbie, Olga Barron et al. · Ground Water · 2019 · 42 citations · Full text

, , +17

Handling of computational in vitro/in vivo correlation problems by Microsoft Excel: III. Convolution and deconvolution

F. Langenbucher · European Journal of Pharmaceutics and Biopharmaceutics · 2003 · 37 citations

, , +7

Deconvolution-Based Score Tests in Measurement Error Models

Leonard A. Stefanski, Raymond J. Carroll · The Annals of Statistics · 1991 · 35 citations · Full text

, , +13

1–5 of 18

Authors

79

  1. ML
    Michael Liebling

    University of California, Santa Barbara, United States

    1 publications · 25 citations

    1

    h-index

  2. RS
    Russell S. Crosbie

    CSIRO Land and Water, Australia

    1 publications · 42 citations

    1

    h-index

  3. AD
    Antonio D’ Andrilli

    Magna Graecia University, Italy

    1 publications · 19 citations

    1

    h-index

  4. MS
    Michael S. Weingarten

    Drexel University, United States

    1 publications · 27 citations

    1

    h-index

  5. CR
    Cyril Ruckebusch

    Centre National de la Recherche Scientifique, France

    1 publications · 22 citations

    1

    h-index

1–5 of 79

Institutions

36

  1. University of Pittsburgh

    Pittsburgh, United States

    2 h-index

    6 publications

    218 citations

  2. Pomeranian Medical University

    Szczecin, Poland

    1 h-index

    1 publications

    21 citations

  3. State Key Laboratory of Digital Medical Engineering

    Nanjing, China

    1 h-index

    4 publications

    96 citations

  4. Université Lille Nord de France

    Lille, France

    1 h-index

    1 publications

    22 citations

  5. Sandia National Laboratories

    Albuquerque, United States

    1 h-index

    1 publications

    109 citations

  6. Université de Lille

    Lille, France

    1 h-index

    1 publications

    22 citations

  7. Carnegie Mellon University

    Pittsburgh, United States

    1 h-index

    2 publications

    46 citations

  8. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    1 h-index

    1 publications

    25 citations

1–8 of 36

Venues

  1. Ground Water

    GW · 2 publications · 151 citations

    2

    h-index

  2. Genome biology

    1 publications · 23 citations

    1

    h-index

  3. European Journal of Pharmaceutical Sciences

    1 publications · 23 citations

    1

    h-index

  4. Analytical Chemistry

    1 publications · 22 citations

    1

    h-index

  5. Neurophotonics

    1 publications · 43 citations

    1

    h-index

1–5