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@HMS-CardiacMR

Cardiovascular MR Center at Harvard

The BIDMC Cardiac Magnetic Resonance (CMR) Center is dedicated to the development and clinical application of CMR applications to the cardiovascular system.

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  1. MyoMapNet MyoMapNet Public

    We implemented a FC that uses pixel-wise T1-weighted signals and corresponding inversion time to estimate T1 values from a limited number of T1-weighted images. we studied how training the model us…

    Python 15 44

  2. DRAPR DRAPR Public

    We implemented a 3D (2D+time) convolutional neural network to suppress streaking artifacts from undersampled radial cine images. We trained the network using synthetic real-time radial cine images …

    Jupyter Notebook 7 47

  3. ImageSharpenessMeasurement ImageSharpenessMeasurement Public

    The repository contains a source code for measuring image sharpness. Image sharpness is defined as the absolute gradient of intensity profile extracted from the normalized image.

    Python 5 1

  4. Myocardial_Scar_Detection Myocardial_Scar_Detection Public

    Code for the paper "Gadolinium-Free Cardiac MRI Myocardial Scar Detection by 4D Convolution Factorization" MICCAI2023

    Python 5

  5. MyoMapUnet MyoMapUnet Public

    We implemented and tested three different classes of deep learning architectures for MyoMapNet: (a) a fully connected neural network (FC), (b) convolutional neural networks (VGG19, ResNet50), and (…

    Python 3

  6. ImprovingMyoMapNetT1Estimation ImprovingMyoMapNetT1Estimation Public

    Python 3

Repositories

Showing 10 of 22 repositories
  • SCR-DL Public

    Accelerated Cardiac Cine with Spatio-Coil Regularized Deep Learning Reconstruction

    HMS-CardiacMR/SCR-DL’s past year of commit activity
    Python 0 0 0 0 Updated Oct 21, 2024
  • Scar_enhancement Public

    Myocardial Scar Enhancement in LGE Cardiac MRI using Localized Diffusion

    HMS-CardiacMR/Scar_enhancement’s past year of commit activity
    Python 2 0 0 0 Updated Jul 8, 2024
  • NICM_ICD_Radiomics Public
    HMS-CardiacMR/NICM_ICD_Radiomics’s past year of commit activity
    Python 0 0 0 0 Updated Jun 20, 2024
  • FastCSE Public

    Accelerated Chemical Shift Encoded Cardiac MRI with Use of Resolution Enhancement Network

    HMS-CardiacMR/FastCSE’s past year of commit activity
    Python 0 0 0 0 Updated Jun 4, 2024
  • CRISPFlow Public

    Accelerated Phase Contrast MRI with Use of Resolution Enhancement Generative Adversarial Neural Network

    HMS-CardiacMR/CRISPFlow’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Mar 30, 2024
  • Radiomics_Histology_NIDCM Public
    HMS-CardiacMR/Radiomics_Histology_NIDCM’s past year of commit activity
    Python 0 0 0 0 Updated Mar 13, 2024
  • CineROI Public

    An open-source, flexible, plug-and-play inline CMR segmentation platform for the rapid deployment of ML models into the clinical workflow.

    HMS-CardiacMR/CineROI’s past year of commit activity
    Python 0 0 0 0 Updated Nov 12, 2023
  • Radiomics_Histology_PCA Public
    HMS-CardiacMR/Radiomics_Histology_PCA’s past year of commit activity
    Python 1 0 0 0 Updated Sep 8, 2023
  • Myocardial_Scar_Detection Public

    Code for the paper "Gadolinium-Free Cardiac MRI Myocardial Scar Detection by 4D Convolution Factorization" MICCAI2023

    HMS-CardiacMR/Myocardial_Scar_Detection’s past year of commit activity
    Python 5 MIT 0 0 0 Updated Jul 20, 2023
  • REGAIN Public

    The repository contains a source code for Resolution-Enhancement-Generative-Adversarial-Inline-Network (REGAIN). REGAIN is a generative adversarial neural network for REGAINing image sharpness and Spatial resolution. The trained network generates a resolution-enhanced image in the Phase-encoding (ky) direction in MRI.

    HMS-CardiacMR/REGAIN’s past year of commit activity
    Python 1 MIT 1 0 0 Updated May 9, 2023
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