Concepedia

Normalized Mutual Information

Normalized Mutual Information is a normalized variant of mutual information that quantifies the statistical dependence between two random variables by scaling their mutual information to a unit interval, thereby enabling comparison across different variable pairs or datasets.

283

Publications

19.1K

Citations

885

Authors

383

Institutions

Publications per year

2017–2026

109

Variants

Nmi

Parents

Publications

283

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

Normalized Mutual Information Feature Selection

P. A. Estévez, M. Tesmer, Carlos A. Perez et al. · IEEE Transactions on Neural Networks · 2009 · 1.3K citations · Full text

, , +17

Normalized (pointwise) mutual information in collocation extraction

Gosse Bouma · 2009 · 819 citations

, , +7

Automatic construction of 3-D statistical deformation models of the brain using nonrigid registration

Daniel Rueckert, Alejandro F. Frangi, Julia A. Schnabel · IEEE Transactions on Medical Imaging · 2003 · 414 citations

, , +17

An Approach to Multimodal Biomedical Image Registration Utilizing Particle Swarm Optimization

Mark P. Wachowiak, R. Smolikova, Yufeng Zheng et al. · IEEE Transactions on Evolutionary Computation · 2004 · 392 citations

, , +17

1–5 of 283

Authors

885

  1. DR
    Daniel Rueckert

    Imperial College London, United Kingdom

    5 publications · 6K citations

    5

    h-index

  2. MA
    Md. Ali Hossain

    Rajshahi University of Engineering and Technology, Bangladesh

    4 publications · 134 citations

    4

    h-index

  3. DJ
    David J. Hawkes

    University College London, United Kingdom

    4 publications · 5.4K citations

    4

    h-index

  4. MR
    Md. Rashedul Islam

    Hajee Mohammad Danesh Science and Technology University, Bangladesh

    3 publications · 67 citations

    3

    h-index

  5. BA
    Boshir Ahmed

    Rajshahi University of Engineering and Technology, Bangladesh

    3 publications · 67 citations

    3

    h-index

1–5 of 885

Institutions

383

  1. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    12 publications

    358 citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    6 h-index

    12 publications

    719 citations

  3. University of California, San Francisco

    San Francisco, United States

    5 h-index

    10 publications

    277 citations

  4. University of Louisville

    Louisville, United States

    4 h-index

    17 publications

    3.6K citations

  5. University of Waterloo

    Waterloo, Canada

    4 h-index

    13 publications

    391 citations

  6. University of Toronto

    Toronto, Canada

    4 h-index

    7 publications

    245 citations

  7. UNSW Sydney

    Sydney, Australia

    4 h-index

    8 publications

    321 citations

  8. Radboud University Nijmegen

    Nijmegen, The Netherlands

    4 h-index

    10 publications

    637 citations

1–8 of 383

Venues

  1. 10

    h-index

  2. IEEE Transactions on Medical Imaging

    6 publications · 6.1K citations

    6

    h-index

  3. PLoS ONE

    4 publications · 282 citations

    5

    h-index

  4. arXiv (Cornell University)

    Repository · 5 publications · 322 citations

    5

    h-index

  5. Magnetic Resonance in Medicine

    MRM · 4 publications · 154 citations

    4

    h-index

1–5