Concepedia

Automatic Segmentation

Automatic Segmentation is a computational method in volume image analysis that partitions three-dimensional data into distinct regions or structures without requiring manual user intervention, thereby distinguishing it from interactive or semi-automatic segmentation techniques.

5.1K

Publications

270.3K

Citations

19.8K

Authors

4.1K

Institutions

Publications per year

2017–2026

2.2K

Variants

Automated Segmentation

Parents

Publications

5.1K

Seeded region growing

R. Adams, Leanne Bischof · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1994 · 3.1K citations

, , +8

Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images

Sérgio Pereira, Adriano Pinto, Victor Alves et al. · IEEE Transactions on Medical Imaging · 2016 · 2.7K citations

, , +17

FEEDBACK ON A PUBLICLY DISTRIBUTED IMAGE DATABASE: THE MESSIDOR DATABASE

Étienne Decencière, Xiwei Zhang, Guy Cazuguel et al. · Image Analysis & Stereology · 2014 · 1.4K citations · Full text

, , +17

Deep Neural Networks Segment Neuronal Membranes in Electron Microscopy Images

Dan Cireşan, Alessandro Giusti, Luca Maria Gambardella et al. · Neural Information Processing Systems · 2012 · 1.3K citations

, , +17

Measuring the Objectness of Image Windows

Bogdan Alexe, Thomas Deselaers, Vittorio Ferrari · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2012 · 1.2K citations · Full text

, , +16

1–5 of 5.1K

Authors

19.8K

  1. BV
    Bram van Ginneken

    Radboud University Nijmegen, Netherlands

    28 publications · 2.2K citations

    23

    h-index

  2. BM
    Benoît M. Dawant

    Vanderbilt University, United States

    21 publications · 1.4K citations

    19

    h-index

  3. MA
    Max A. Viergever

    University Medical Center Utrecht, Netherlands

    25 publications · 2.3K citations

    19

    h-index

  4. DS
    Dinggang Shen

    University of North Carolina at Chapel Hill, United States

    21 publications · 1.9K citations

    18

    h-index

  5. DR
    Daniel Rueckert

    Imperial College London, United Kingdom

    23 publications · 3.2K citations

    17

    h-index

1–5 of 19.8K

Institutions

4.1K

  1. Centre National de la Recherche Scientifique

    Paris, France

    39 h-index

    321 publications

    12.3K citations

  2. Inserm

    Paris, France

    38 h-index

    266 publications

    14.4K citations

  3. Harvard University

    Cambridge, United States

    37 h-index

    187 publications

    19.1K citations

  4. Chinese Academy of Sciences

    Beijing, China

    37 h-index

    230 publications

    13.8K citations

  5. University Medical Center Utrecht

    Utrecht, The Netherlands

    35 h-index

    234 publications

    22.2K citations

  6. Imperial College London

    London, United Kingdom

    31 h-index

    172 publications

    15.5K citations

  7. University College London

    London, United Kingdom

    31 h-index

    273 publications

    31.1K citations

  8. University of Pennsylvania

    Philadelphia, United States

    30 h-index

    188 publications

    20.1K citations

1–8 of 4.1K

Venues

  1. IEEE Transactions on Medical Imaging

    127 publications · 25.1K citations

    75

    h-index

  2. Medical Physics

    135 publications · 8.4K citations

    52

    h-index

  3. Medical Image Analysis

    55 publications · 5.2K citations

    41

    h-index

  4. Scientific Reports

    73 publications · 4.7K citations

    41

    h-index

  5. NeuroImage

    50 publications · 7.6K citations

    40

    h-index

1–5