Concepedia

Segmentation Uncertainty

Segmentation Uncertainty is a type of geospatial uncertainty that arises from the inherent ambiguity and variability in delineating spatial entities or regions during image or spatial data partitioning, distinguishing it from other geospatial uncertainties by specifically reflecting the lack of confidence in boundary placement and class assignment within segmentation processes.

82

Publications

4K

Citations

410

Authors

218

Institutions

Publications per year

2017–2026

54

Parents

Publications

82

Uncertainty quantification using Bayesian neural networks in classification: Application to biomedical image segmentation

Yongchan Kwon, Joong‐Ho Won, Beom Joon Kim et al. · Computational Statistics & Data Analysis · 2019 · 424 citations

, , +16

Semi-supervised medical image segmentation via uncertainty rectified pyramid consistency

Xiangde Luo, Guotai Wang, Wenjun Liao et al. · Medical Image Analysis · 2022 · 372 citations

, , +13

Image Classification with Segmentation Graph Kernels

Zaïd Harchaoui, Francis Bach · 2007 · 237 citations

, , +16

Inconsistency-Aware Uncertainty Estimation for Semi-Supervised Medical Image Segmentation

IEEE Transactions on Medical Imaging · 2021 · 203 citations

, , +11

Bayesian QuickNAT: Model uncertainty in deep whole-brain segmentation for structure-wise quality control

Abhijit Guha Roy, Sailesh Conjeti, Nassir Navab et al. · NeuroImage · 2019 · 130 citations · Full text

, , +17

1–5 of 82

Authors

410

  1. YG
    Yarin Gal

    University of Oxford, United Kingdom

    2 publications · 66 citations

    2

    h-index

  2. QG
    Qiqi Gu

    Shanghai Jiao Tong University, China

    2 publications · 85 citations

    2

    h-index

  3. TL
    Tiger Lao

    Chan Zuckerberg Initiative (United States), United States

    2 publications · 39 citations

    2

    h-index

  4. SV
    Shruthi VijayKumar

    Chan Zuckerberg Initiative (United States), United States

    2 publications · 39 citations

    2

    h-index

  5. EH
    Eduardo Hirata-Miyasaki

    Chan Zuckerberg Initiative (United States), United States

    2 publications · 39 citations

    2

    h-index

1–5 of 410

Institutions

218

  1. University of Auckland

    Auckland, New Zealand

    3 h-index

    5 publications

    234 citations

  2. Imperial College London

    London, United Kingdom

    3 h-index

    11 publications

    601 citations

  3. Northeastern University

    Shenyang, China

    3 h-index

    13 publications

    441 citations

  4. Duke University

    Durham, United States

    3 h-index

    8 publications

    141 citations

  5. University of Oxford

    Oxford, United Kingdom

    3 h-index

    6 publications

    155 citations

  6. University Hospital of Bern

    Bern, Switzerland

    2 h-index

    8 publications

    586 citations

  7. Wuhan University

    Wuhan, China

    2 h-index

    5 publications

    130 citations

  8. Universidade Estadual de Campinas (UNICAMP)

    Campinas, Brazil

    2 h-index

    4 publications

    78 citations

1–8 of 218

Venues

  1. Medical Image Analysis

    6 publications · 519 citations

    6

    h-index

  2. IEEE Access

    5 publications · 188 citations

    5

    h-index

  3. Neural Computing and Applications

    2 publications · 93 citations

    2

    h-index

  4. Computers in Biology and Medicine

    2 publications · 75 citations

    2

    h-index

  5. Knowledge-Based Systems

    2 publications · 104 citations

    2

    h-index

1–5