Concepedia

Image-based Heterogeneity Modeling

Image-Based Heterogeneity Modeling is a computational framework that characterizes spatial heterogeneity in imaging data by explicitly modeling local variations in image intensity, texture, or morphology to distinguish underlying biological or pathological states.

26

Publications

1.3K

Citations

138

Authors

74

Institutions

Publications per year

2017–2026

13

Parents

Publications

26

HYDRA: Revealing heterogeneity of imaging and genetic patterns through a multiple max-margin discriminative analysis framework

Erdem Varol, Aristeidis Sotiras, Christos Davatzikos · NeuroImage · 2016 · 214 citations

, , +12

Improved intravoxel incoherent motion analysis of diffusion weighted imaging by data driven Bayesian modeling

Matthew Orton, David J. Collins, Dow‐Mu Koh et al. · Magnetic Resonance in Medicine · 2013 · 134 citations

, , +16

Understanding Changes in Tumor Texture Indices in PET: A Comparison Between Visual Assessment and Index Values in Simulated and Patient Data

Fanny Orlhac, Christophe Nioche, Michaël Soussan et al. · Journal of Nuclear Medicine · 2016 · 118 citations · Full text

, , +15

Sensitivity Analysis of an Image-Based Solid Tumor Computational Model with Heterogeneous Vasculature and Porosity

Gregory L. Pishko, Garrett W. Astary, Thomas H. Mareci et al. · Annals of Biomedical Engineering · 2011 · 100 citations · Full text

, , +16

A comparative simulation study of bayesian fitting approaches to intravoxel incoherent motion modeling in diffusion‐weighted MRI

Peter T. While · Magnetic Resonance in Medicine · 2017 · 91 citations · Full text

, , +17

1–5 of 26

Authors

138

  1. VB
    Veerabhadran Baladandayuthapani

    The University of Texas MD Anderson Cancer Center, United States

    2 publications · 76 citations

    2

    h-index

  2. AR
    Arvind Rao

    The University of Texas MD Anderson Cancer Center, United States

    2 publications · 76 citations

    2

    h-index

  3. EW
    Eric Wolsztynski

    University College Cork, Ireland

    1 publications · 20 citations

    1

    h-index

  4. BP
    Benjamin P. Bowen

    Lawrence Berkeley National Laboratory, United States

    1 publications · 19 citations

    1

    h-index

  5. SM
    Shuangge Ma

    Yale University, United States

    1 publications · 18 citations

    1

    h-index

1–5 of 138

Institutions

74

  1. The University of Texas MD Anderson Cancer Center

    Houston, United States

    2 h-index

    10 publications

    356 citations

  2. National Cancer Institute

    Bethesda, United States

    2 h-index

    2 publications

    39 citations

  3. University of Waterloo

    Waterloo, Canada

    2 h-index

    7 publications

    329 citations

  4. University College Cork

    Cork, Ireland

    2 h-index

    5 publications

    150 citations

  5. Shanghai Jiao Tong University

    Shanghai, China

    1 h-index

    1 publications

    18 citations

  6. Engineering and Physical Sciences Research Council

    Swindon, United Kingdom

    1 h-index

    4 publications

    536 citations

  7. Cancer Research UK Cambridge Center

    Cambridge, United Kingdom

    1 h-index

    8 publications

    376 citations

  8. Universitat de Barcelona

    Barcelona, Spain

    1 h-index

    2 publications

    28 citations

1–8 of 74

Venues

  1. Magnetic Resonance in Medicine

    MRM · 2 publications · 225 citations

    2

    h-index

  2. NeuroImage

    1 publications · 214 citations

    1

    h-index

  3. Journal of Cardiovascular Magnetic Resonance

    1 publications · 12 citations

    1

    h-index

  4. Biometrics

    1 publications · 18 citations

    1

    h-index

  5. BMC Medical Imaging

    1 publications · 30 citations

    1

    h-index

1–5