Concepedia

Automated Image Analysis

Automated Image Analysis is a computational methodology within image analysis that systematically extracts, interprets, and derives meaningful information from visual data with minimal human intervention by employing algorithmic and often machine learning-based techniques.

1.2K

Publications

89.3K

Citations

6K

Authors

1.8K

Institutions

Publications per year

2017–2026

422

Parents

Publications

1.2K

Random sample consensus

Martin A. Fischler, Robert C. Bolles · Communications of the ACM · 1981 · 25.5K citations · Full text

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Support Vector Machines for Multiple-Instance Learning

Stuart Andrews, Ioannis Tsochantaridis, Thomas Hofmann · 2002 · 1.4K citations

, , +16

An Ensemble Classification-Based Approach Applied to Retinal Blood Vessel Segmentation

Muhammad Moazam Fraz, Paolo Remagnino, Andreas Hoppe et al. · IEEE Transactions on Biomedical Engineering · 2012 · 1K citations · Full text

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Discrimination between Alzheimer Dementia and Controls by Automated Analysis of Multicenter FDG PET

Karl Herholz, Éric Salmon, Daniela Perani et al. · NeuroImage · 2002 · 836 citations · Full text

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ColonyArea: An ImageJ Plugin to Automatically Quantify Colony Formation in Clonogenic Assays

Camilo Guzmán, Manish Bagga, Amanpreet Kaur et al. · PLoS ONE · 2014 · 758 citations · Full text

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1–5 of 1.2K

Authors

6K

  1. RF
    Robert F. Murphy

    Carnegie Mellon University, United States

    6 publications · 306 citations

    6

    h-index

  2. OY
    Olli Yli‐Harja

    6 publications · 282 citations

    6

    h-index

  3. BA
    Bruce A. McDonald

    ETH Zurich, Switzerland

    4 publications · 376 citations

    4

    h-index

  4. MC
    Michael Cloke

    University of Nottingham, United Kingdom

    4 publications · 122 citations

    4

    h-index

  5. JS
    J. S. Ploem

    Leiden University, Netherlands

    4 publications · 96 citations

    4

    h-index

1–5 of 6K

Institutions

1.8K

  1. Centre National de la Recherche Scientifique

    Paris, France

    20 h-index

    62 publications

    2.6K citations

  2. Harvard University

    Cambridge, United States

    18 h-index

    73 publications

    5K citations

  3. University College London

    London, United Kingdom

    18 h-index

    96 publications

    5.3K citations

  4. University of Toronto

    Toronto, Canada

    15 h-index

    56 publications

    7.4K citations

  5. Inserm

    Paris, France

    15 h-index

    47 publications

    3.1K citations

  6. Carnegie Mellon University

    Pittsburgh, United States

    14 h-index

    37 publications

    3K citations

  7. University of Nottingham

    Nottingham, United Kingdom

    13 h-index

    44 publications

    2.4K citations

  8. University of California, Los Angeles

    Los Angeles, United States

    13 h-index

    47 publications

    4.4K citations

1–8 of 1.8K

Venues

  1. PLoS ONE

    41 publications · 2.7K citations

    25

    h-index

  2. Scientific Reports

    27 publications · 1.2K citations

    20

    h-index

  3. PubMed

    Repository · 36 publications · 1.1K citations

    18

    h-index

  4. IEEE Transactions on Medical Imaging

    15 publications · 1.6K citations

    14

    h-index

  5. Medical Physics

    14 publications · 884 citations

    14

    h-index

1–5