Concepedia

Segmentation Validation

Segmentation Validation is a methodological process in medical image analysis that assesses the accuracy and reliability of segmented volumetric regions by quantitatively comparing them against reference standards or ground truth data.

288

Publications

23.2K

Citations

2K

Authors

765

Institutions

Publications per year

2017–2026

128

Parents

Publications

288

A validity measure for fuzzy clustering

Xiao‐Zhu Xie, G. Beni · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1991 · 3.4K citations

, , +15

Simultaneous Truth and Performance Level Estimation (STAPLE): An Algorithm for the Validation of Image Segmentation

Simon K. Warfield, Kelly H. Zou, William M. Wells · IEEE Transactions on Medical Imaging · 2004 · 2.1K citations · Full text

, , +15

Statistical validation of image segmentation quality based on a spatial overlap index1

Kelly H. Zou, Simon K. Warfield, Aditya Bharatha et al. · Academic Radiology · 2004 · 1.9K citations · Full text

, , +15

Design and validation of Segment - freely available software for cardiovascular image analysis

Einar Heiberg, Jane Sjögren, Martin Ugander et al. · BMC Medical Imaging · 2010 · 924 citations · Full text

, , +12

An experimental comparison of range image segmentation algorithms

Adam Hoover, G. Jean-Baptiste, Xiaoyi Jiang et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1996 · 784 citations

, , +16

1–5 of 288

Authors

2K

  1. SK
    Simon K. Warfield

    Harvard University, United States

    9 publications · 4.2K citations

    9

    h-index

  2. KH
    Kelly H. Zou

    Brigham and Women's Hospital, United States

    6 publications · 4.1K citations

    6

    h-index

  3. WM
    William M. Wells

    Brigham and Women's Hospital, United States

    5 publications · 4.1K citations

    5

    h-index

  4. GB
    Giovanni B. Frisoni

    Centro San Giovanni di Dio Fatebenefratelli, Italy

    5 publications · 292 citations

    5

    h-index

  5. MB
    Michael Blumenstein

    Griffith University, Australia

    4 publications · 112 citations

    4

    h-index

1–5 of 2K

Institutions

765

  1. Harvard University

    Cambridge, United States

    13 h-index

    33 publications

    20.7K citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    12 h-index

    46 publications

    3.2K citations

  3. Brigham and Women's Hospital

    Boston, United States

    11 h-index

    30 publications

    18.6K citations

  4. Inserm

    Paris, France

    11 h-index

    47 publications

    2.7K citations

  5. Mayo Clinic

    Rochester, United States

    7 h-index

    57 publications

    1.8K citations

  6. University College London

    London, United Kingdom

    7 h-index

    31 publications

    1.7K citations

  7. Stanford University

    Stanford, United States

    7 h-index

    22 publications

    618 citations

  8. Heidelberg University

    Heidelberg, Germany

    7 h-index

    49 publications

    2.6K citations

1–8 of 765

Venues

  1. 10

    h-index

  2. Medical Image Analysis

    10 publications · 1.2K citations

    10

    h-index

  3. IEEE Transactions on Medical Imaging

    10 publications · 3.5K citations

    10

    h-index

  4. Journal of Magnetic Resonance Imaging

    JMRI · 9 publications · 563 citations

    9

    h-index

  5. Scientific Reports

    8 publications · 290 citations

    8

    h-index

1–5