Concepedia

Model-based Image Reconstruction

Model-Based Image Reconstruction is a computational methodology in acoustic imaging that employs a physical or mathematical model of the wave propagation and measurement process to iteratively refine and solve for the underlying tissue or medium properties, distinguishing it from non-model-based or heuristic reconstruction techniques by explicitly incorporating prior knowledge of the system's physics into the inversion process.

270

Publications

16.8K

Citations

910

Authors

360

Institutions

Publications per year

2017–2026

104

Parents

Publications

270

Image reconstruction algorithms for electrical capacitance tomography

Wuqiang Yang, Lihui Peng · Measurement Science and Technology · 2002 · 1.1K citations

, , +16

Plug-and-Play priors for model based reconstruction

Singanallur Venkatakrishnan, Charles A. Bouman, Brendt Wohlberg · 2013 · 1.1K citations

, , +17

MoDL: Model-Based Deep Learning Architecture for Inverse Problems

IEEE Transactions on Medical Imaging · 2018 · 1K citations · Full text

, , +16

Mechanisms for Noncontact Anterior Cruciate Ligament Injuries

Hideyuki Koga, Atsuo Nakamae, Yosuke Shima et al. · The American Journal of Sports Medicine · 2010 · 922 citations

, , +16

A clinical prototype for active microwave imaging of the breast

Keith D. Paulsen, Steven P. Poplack, Dun Li et al. · IEEE Transactions on Microwave Theory and Techniques · 2000 · 770 citations

, , +17

1–5 of 270

Authors

910

  1. DR
    Daniel Razansky

    Helmholtz Zentrum München, Germany

    13 publications · 1.2K citations

    13

    h-index

  2. VN
    Vasilis Ntziachristos

    Helmholtz Zentrum München, Germany

    11 publications · 1K citations

    11

    h-index

  3. JA
    Jeffrey A. Fessler

    University of Michigan, United States

    10 publications · 609 citations

    10

    h-index

  4. XL
    Xosé Luís Deán‐Ben

    Helmholtz Zentrum München, Germany

    10 publications · 719 citations

    10

    h-index

  5. AH
    Andreas H. Hielscher

    Columbia University, United States

    7 publications · 515 citations

    7

    h-index

1–5 of 910

Institutions

360

  1. Technical University of Munich

    Munich, Germany

    13 h-index

    49 publications

    4K citations

  2. Helmholtz Zentrum München

    Munich, Germany

    13 h-index

    49 publications

    3.4K citations

  3. University of Michigan

    Ann Arbor, United States

    10 h-index

    32 publications

    1.3K citations

  4. University of Manchester

    Manchester, United Kingdom

    9 h-index

    27 publications

    2.7K citations

  5. Purdue University West Lafayette

    West Lafayette, United States

    9 h-index

    25 publications

    4.4K citations

  6. Johns Hopkins University

    Baltimore, United States

    9 h-index

    51 publications

    1.7K citations

  7. Indian Institute of Science Bangalore

    Bengaluru, India

    9 h-index

    23 publications

    675 citations

  8. University College London

    London, United Kingdom

    8 h-index

    25 publications

    2K citations

1–8 of 360

Venues

  1. IEEE Transactions on Medical Imaging

    22 publications · 2.5K citations

    19

    h-index

  2. Physics in Medicine and Biology

    11 publications · 655 citations

    10

    h-index

  3. Optics Express

    9 publications · 632 citations

    9

    h-index

  4. Medical Physics

    9 publications · 463 citations

    9

    h-index

  5. IEEE Transactions on Computational Imaging

    7 publications · 344 citations

    7

    h-index

1–5