Concepedia

Model-based Reconstruction

Model-Based Reconstruction is a reconstruction methodology that employs a forward model of the imaging process to iteratively refine an image estimate by minimizing a cost function incorporating physical, statistical, or prior knowledge-based constraints.

608

Publications

32K

Citations

2.4K

Authors

796

Institutions

Publications per year

2017–2026

274

Parents

Publications

608

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

Image reconstruction from incomplete and noisy data

S. F. Gull, G.J. Daniell · Nature · 1978 · 965 citations

, , +13

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 608

Authors

2.4K

  1. CA
    Charles A. Bouman

    Purdue University West Lafayette, United States

    27 publications · 2.2K citations

    19

    h-index

  2. JW
    J. Webster Stayman

    Johns Hopkins University, United States

    21 publications · 586 citations

    15

    h-index

  3. JA
    Jeffrey A. Fessler

    University of Michigan, United States

    12 publications · 653 citations

    12

    h-index

  4. JH
    Jeffrey H. Siewerdsen

    Johns Hopkins University, United States

    12 publications · 354 citations

    11

    h-index

  5. WZ
    Wojciech Zbijewski

    Johns Hopkins University, United States

    8 publications · 212 citations

    8

    h-index

1–5 of 2.4K

Institutions

796

  1. Purdue University West Lafayette

    West Lafayette, United States

    20 h-index

    87 publications

    5.5K citations

  2. Johns Hopkins University

    Baltimore, United States

    19 h-index

    130 publications

    4K citations

  3. University of Michigan

    Ann Arbor, United States

    13 h-index

    50 publications

    2.2K citations

  4. The University of Tokyo

    Tokyo, Japan

    12 h-index

    61 publications

    5K citations

  5. University of Lausanne

    Lausanne, Switzerland

    11 h-index

    49 publications

    2.3K citations

  6. Tsinghua University

    Beijing, China

    10 h-index

    37 publications

    3K citations

  7. Massachusetts General Hospital

    Boston, United States

    10 h-index

    55 publications

    2.1K citations

  8. Chinese Academy of Sciences

    Beijing, China

    9 h-index

    36 publications

    1.2K citations

1–8 of 796

Venues

  1. IEEE Transactions on Medical Imaging

    27 publications · 2.6K citations

    21

    h-index

  2. American Journal of Roentgenology

    AJR · 19 publications · 938 citations

    18

    h-index

  3. Physics in Medicine and Biology

    26 publications · 1.2K citations

    17

    h-index

  4. European Radiology

    19 publications · 996 citations

    15

    h-index

  5. Journal of Computer Assisted Tomography

    JCAT · 12 publications · 318 citations

    11

    h-index

1–5