Concepedia

Segmentation Model Evaluation

Segmentation Model Evaluation is a methodological framework within the field of data analytics that systematically assesses the performance, accuracy, and robustness of segmentation models by applying quantitative metrics and validation techniques to determine their effectiveness in partitioning data into meaningful and distinct groups.

386

Publications

25.8K

Citations

2K

Authors

804

Institutions

Publications per year

2017–2026

256

Parents

Publications

386

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

TotalSegmentator: Robust Segmentation of 104 Anatomic Structures in CT Images

Jakob Wasserthal, Hanns‐Christian Breit, Manfred T. Meyer et al. · Radiology Artificial Intelligence · 2023 · 1.3K citations

, , +17

A survey on evaluation methods for image segmentation

Y.J. Zhang · Pattern Recognition · 1996 · 1.1K citations

, , +13

Image segmentation evaluation: A survey of unsupervised methods

Hui Zhang, Jason E. Fritts, Sally A. Goldman · Computer Vision and Image Understanding · 2007 · 949 citations

, , +12

Issues and Advances in Segmentation Research

Yoram Wind · Journal of Marketing Research · 1978 · 801 citations

, , +9

1–5 of 386

Authors

2K

  1. SK
    Simon K. Warfield

    Harvard University, United States

    5 publications · 2.3K citations

    5

    h-index

  2. SB
    Shunxing Bao

    Vanderbilt University, United States

    3 publications · 183 citations

    3

    h-index

  3. AK
    Arjan Kuijper

    Fraunhofer Institute for Computer Graphics Research, Germany

    3 publications · 93 citations

    3

    h-index

  4. KH
    Kelly H. Zou

    Brigham and Women's Hospital, United States

    3 publications · 1.9K citations

    3

    h-index

  5. YH
    Yuankai Huo

    Vanderbilt University, United States

    3 publications · 183 citations

    3

    h-index

1–5 of 2K

Institutions

804

  1. Centre National de la Recherche Scientifique

    Paris, France

    12 h-index

    45 publications

    5.8K citations

  2. University of Pennsylvania

    Philadelphia, United States

    7 h-index

    22 publications

    2K citations

  3. Harvard University

    Cambridge, United States

    7 h-index

    18 publications

    13.4K citations

  4. Tsinghua University

    Beijing, China

    7 h-index

    22 publications

    1.8K citations

  5. University of Electronic Science and Technology of China

    Chengdu, China

    5 h-index

    13 publications

    341 citations

  6. Inserm

    Paris, France

    5 h-index

    23 publications

    4.1K citations

  7. Johns Hopkins University

    Baltimore, United States

    5 h-index

    19 publications

    1.5K citations

  8. University of Oxford

    Oxford, United Kingdom

    5 h-index

    8 publications

    250 citations

1–8 of 804

Venues

  1. arXiv (Cornell University)

    Repository · 15 publications · 581 citations

    14

    h-index

  2. Scientific Reports

    10 publications · 730 citations

    10

    h-index

  3. IEEE Access

    9 publications · 473 citations

    9

    h-index

  4. Pattern Recognition Letters

    7 publications · 744 citations

    7

    h-index

  5. Pattern Recognition

    7 publications · 1.6K citations

    7

    h-index

1–5