Concepedia

Multi-modal Image Reconstruction

Multi-Modal Image Reconstruction is a computational methodology in hybrid imaging instrumentation that integrates and jointly processes complementary data from multiple imaging modalities to produce a single, enhanced image representation with improved accuracy, resolution, or diagnostic value compared to reconstructions from individual modalities alone.

55

Publications

2.2K

Citations

297

Authors

177

Institutions

Publications per year

2017–2026

37

Parents

Publications

55

CASToR: a generic data organization and processing code framework for multi-modal and multi-dimensional tomographic reconstruction

Thibaut Merlin, Simon Stute, Didier Benoit et al. · Physics in Medicine and Biology · 2018 · 223 citations

, , +17

Deep-Learning-Based Multi-Modal Fusion for Fast MR Reconstruction

Lei Xiang, Yong Chen, Wei‐Tang Chang et al. · IEEE Transactions on Biomedical Engineering · 2018 · 162 citations · Full text

, , +17

Is Synthesizing MRI Contrast Useful for Inter-modality Analysis?

Juan Eugenio Iglesias, Ender Konukoğlu, Darko Zikic et al. · Lecture notes in computer science · 2013 · 135 citations · Full text

, , +11

Joint MR-PET Reconstruction Using a Multi-Channel Image Regularizer

Florian Knöll, Martin Höller, Thomas Koesters et al. · IEEE Transactions on Medical Imaging · 2016 · 130 citations · Full text

, , +17

Discrete Cosine Transform Network for Guided Depth Map Super-Resolution

Zixiang Zhao, Jiangshe Zhang, Shuang Xu et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 125 citations

, , +16

1–5 of 55

Authors

297

  1. LX
    Lei Xiang

    University of North Carolina at Chapel Hill, United States

    2 publications · 205 citations

    2

    h-index

  2. JZ
    Jiangshe Zhang

    Xi'an Jiaotong University, China

    2 publications · 138 citations

    2

    h-index

  3. QW
    Qian Wang

    Shanghai Jiao Tong University, China

    2 publications · 205 citations

    2

    h-index

  4. KL
    Katherine L. Bouman

    Massachusetts Institute of Technology, United States

    2 publications · 54 citations

    2

    h-index

  5. ZZ
    Zixiang Zhao

    Xi'an Jiaotong University, China

    2 publications · 138 citations

    2

    h-index

1–5 of 297

Institutions

177

  1. Athinoula A. Martinos Center for Biomedical Imaging

    Boston, United States

    4 h-index

    13 publications

    779 citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    4 h-index

    6 publications

    653 citations

  3. Shanghai Jiao Tong University

    Shanghai, China

    4 h-index

    9 publications

    669 citations

  4. Harvard University

    Cambridge, United States

    3 h-index

    8 publications

    669 citations

  5. United Imaging Healthcare (China)

    Shanghai, China

    3 h-index

    5 publications

    165 citations

  6. Heidelberg University

    Heidelberg, Germany

    3 h-index

    6 publications

    132 citations

  7. University College London

    London, United Kingdom

    2 h-index

    4 publications

    114 citations

  8. KU Leuven

    Leuven, Belgium

    2 h-index

    4 publications

    90 citations

1–8 of 177

Venues

  1. IEEE Access

    3 publications · 50 citations

    3

    h-index

  2. Physics in Medicine and Biology

    3 publications · 260 citations

    3

    h-index

  3. 2

    h-index

  4. 2

    h-index

  5. arXiv (Cornell University)

    Repository · 2 publications · 29 citations

    2

    h-index

1–5