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@comp-imaging-sci

Computational Imaging Science Lab @ UIUC

The Computational Imaging Science Lab led by Prof. Mark Anastasio performs research in computational and theoretical image science and emerging imaging methods.

Popular repositories Loading

  1. pic-recon pic-recon Public

    Code associated with the paper "Prior Image-Constrained Reconstruction using Style-Based Generative Models" accepted to ICML 2021.

    Python 11 2

  2. MVG-CNN MVG-CNN Public

    Codes related to paper "Automated sleep stage classification of wide-field calcium imaging data via multiplex visibility graphs and deep learning"

    Python 11 1

  3. usct-breast-phantom usct-breast-phantom Public

    Three dimensional acoustic breast phantoms for USCT studies

    Python 9 4

  4. hallucinations-tomo-recon hallucinations-tomo-recon Public

    Codes related to the paper "On hallucinations in tomographic imaging"

    Python 5 4

  5. null-space-projection-operators null-space-projection-operators Public

    Python 5

  6. optical-fluence-normalization_3d-functional-oat_breast optical-fluence-normalization_3d-functional-oat_breast Public

    Codes related to the paper "Normalization of optical fluence distribution for three-dimensional functional optoacoustic tomography of the breast"

    MATLAB 4

Repositories

Showing 10 of 19 repositories
  • RedoxSegNet Public

    Label-free Segmentation of Mitochondria for Simultaneous Morphological and Metabolic Studies

    comp-imaging-sci/RedoxSegNet’s past year of commit activity
    Python 0 0 0 0 Updated Mar 14, 2026
  • qPACT_assessment_via_VI_studies Public
    comp-imaging-sci/qPACT_assessment_via_VI_studies’s past year of commit activity
    Python 0 0 0 0 Updated Jan 12, 2026
  • PACT-DL-Recon-Bench Public

    Benchmarking framework for deep learning-based photoacoustic computed tomography reconstruction, comprising clinically relevant synthetic breast datasets and image quality evaluation strategies

    comp-imaging-sci/PACT-DL-Recon-Bench’s past year of commit activity
    0 GPL-3.0 0 0 0 Updated Dec 14, 2025
  • Self-interpretable-classifier-for-medical-image-classification-task Public

    A Test Statistic Estimation-Based Approach for Establishing Self-Interpretable CNN-Based Binary Classifiers

    comp-imaging-sci/Self-interpretable-classifier-for-medical-image-classification-task’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Aug 1, 2025
  • scms-dgm-evaluation Public

    Code for post-hoc analyses for DGM evaluation based on stochastic context models (SCM). Accompanies the benchmark datasets publicly available on Harvard Dataverse.

    comp-imaging-sci/scms-dgm-evaluation’s past year of commit activity
    Python 0 0 0 0 Updated Apr 4, 2025
  • attention-based-bilstm-sleep-scoring Public

    Codes related to the paper "Attention-Based CNN-BiLSTM for Sleep States Classification of Spatiotemporal Wide-Field Calcium Imaging Data"

    comp-imaging-sci/attention-based-bilstm-sleep-scoring’s past year of commit activity
    Jupyter Notebook 4 MIT 0 0 0 Updated Aug 3, 2024
  • lanet-bus Public
    comp-imaging-sci/lanet-bus’s past year of commit activity
    0 MIT 0 2 0 Updated Jan 18, 2024
  • ambientflow Public

    Learning invertible generative models from lossy measurements

    comp-imaging-sci/ambientflow’s past year of commit activity
    Python 1 MIT 1 1 0 Updated Jan 2, 2024
  • breast-phantom-oat Public Forked from DIDSR/breastPhantom

    BreastPhantom: modified branch for OAT virtual imaging studies

    comp-imaging-sci/breast-phantom-oat’s past year of commit activity
    C++ 1 CC0-1.0 11 0 0 Updated Jun 26, 2023
  • soa-nbp Public
    comp-imaging-sci/soa-nbp’s past year of commit activity
    3 GPL-3.0 1 0 0 Updated May 31, 2023
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