Concepedia

Deformation Models

Deformation Models is a computational framework in image-guided intervention that characterizes the spatial transformation of anatomical structures over time or across imaging modalities by modeling tissue displacement, distinguishing it from rigid registration methods through its ability to account for non-rigid, often biomechanically constrained, deformations.

2.3K

Publications

133.6K

Citations

6.6K

Authors

1.9K

Institutions

Publications per year

2017–2026

469

Parents

Publications

2.3K

Nonrigid registration using free-form deformations: application to breast MR images

Daniel Rueckert, Luke Sonoda, Carmel Hayes et al. · IEEE Transactions on Medical Imaging · 1999 · 5.3K citations

, , +17

A pyramid approach to subpixel registration based on intensity

P. Thévenaz, Urs E. Ruttimann, Michaël Unser · IEEE Transactions on Image Processing · 1998 · 3.3K citations · Full text

, , +17

Evaluation of 14 nonlinear deformation algorithms applied to human brain MRI registration

Arno Klein, Jesper Andersson, Babak A. Ardekani et al. · NeuroImage · 2009 · 2.3K citations · Full text

, , +14

VoxelMorph: A Learning Framework for Deformable Medical Image Registration

IEEE Transactions on Medical Imaging · 2019 · 2K citations · Full text

, , +17

Deformable templates using large deformation kinematics

Gary E. Christensen, Richard D. Rabbitt, Michael I. Miller · IEEE Transactions on Image Processing · 1996 · 1.1K citations

, , +15

1–5 of 2.3K

Authors

6.6K

  1. CD
    Christos Davatzikos

    University of Pennsylvania, United States

    27 publications · 2.4K citations

    23

    h-index

  2. DJ
    David J. Hawkes

    University College London, United Kingdom

    24 publications · 7.7K citations

    20

    h-index

  3. NA
    Nicholas Ayache

    Institut national de recherche en sciences et technologies du numérique, France

    26 publications · 2.6K citations

    20

    h-index

  4. DS
    Dinggang Shen

    University of North Carolina at Chapel Hill, United States

    21 publications · 1.1K citations

    18

    h-index

  5. MI
    Michael I. Miga

    Vanderbilt University, United States

    20 publications · 1.2K citations

    16

    h-index

1–5 of 6.6K

Institutions

1.9K

  1. Institut national de recherche en sciences et technologies du numérique

    Le Chesnay-Rocquencourt, France

    35 h-index

    144 publications

    17.7K citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    35 h-index

    220 publications

    10.4K citations

  3. University of Pennsylvania

    Philadelphia, United States

    30 h-index

    120 publications

    12.4K citations

  4. Johns Hopkins University

    Baltimore, United States

    26 h-index

    138 publications

    7.7K citations

  5. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    25 h-index

    147 publications

    7.2K citations

  6. University College London

    London, United Kingdom

    25 h-index

    146 publications

    15.6K citations

  7. Imperial College London

    London, United Kingdom

    24 h-index

    104 publications

    8.3K citations

  8. Harvard University

    Cambridge, United States

    22 h-index

    95 publications

    5.3K citations

1–8 of 1.9K

Venues

  1. IEEE Transactions on Medical Imaging

    116 publications · 20.1K citations

    66

    h-index

  2. Medical Physics

    71 publications · 4.6K citations

    39

    h-index

  3. Medical Image Analysis

    59 publications · 3.8K citations

    38

    h-index

  4. ACM Transactions on Graphics

    TOG · 30 publications · 4.4K citations

    28

    h-index

  5. Physics in Medicine and Biology

    46 publications · 2.7K citations

    27

    h-index

1–5