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@mrphys UCL Institute of Cardiovascular Science

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    23 repositories

    • im2sim

      Public
      Python
      •0•0•0•1•Updated Mar 26, 2026Mar 26, 2026

    • 3D-Cine

      Public
      Python
      •1•2•0•0•Updated Mar 25, 2026Mar 25, 2026

    • Roundel

      Public
      Python
      •0•0•0•0•Updated Mar 23, 2026Mar 23, 2026

    • publications

      Public
      Institute of Cardiovascular Science Publications
      HTML
      •0•0•0•0•Updated Mar 22, 2026Mar 22, 2026

    • homepage

      Public
      HTML
      •0•0•0•0•Updated Mar 22, 2026Mar 22, 2026

    • Image_Reconstruction_Fractal

      Public
      Training deep learning based dynamic MR image reconstruction using synthetic fractals
      Python
      •4•0•0•0•Updated Feb 27, 2026Feb 27, 2026

    • UNet4D-PyTorch

      Public
      PyTorch Implementation of a 4D (3D+time) UNet
      Python
      •0•0•0•0•Updated Feb 25, 2026Feb 25, 2026

    • Open-Source_Pre-Clinical_Segmentation

      Public
      Open-Source Pre-Clinical Segmentation: Cardiac mouse MRI dataset (consisting of 130 SAX cines) with deep-learning segmentation framework
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Nov 26, 2025Nov 26, 2025

    • tensorflow-nufft

      Public
      Fast, Native Non-Uniform Fast Fourier Transform for TensorFlow
      pythonmachine-learningcpp
      pythonmachine-learningcpptensorflowmlnufftnon-uniform-fast-fourier-transform
      C++
      •
      Apache License 2.0
      •4•24•4•1•Updated Sep 22, 2025Sep 22, 2025

    • tensorflow-manylinux

      Public
      A build environment for TensorFlow ops
      Python
      •1•0•0•0•Updated Sep 19, 2025Sep 19, 2025

    • tensorflow-mri

      Public
      A Library of TensorFlow Operators for Computational MRI
      pythonmachine-learningtensorflow
      pythonmachine-learningtensorflowmlmrimagnetic-resonance-imaging
      Jupyter Notebook
      •
      Apache License 2.0
      •6•47•6•5•Updated Jun 2, 2025Jun 2, 2025

    • UCL_ICS_researchProjects

      Public
      This is the code used for the UCL ICS iBSc and MSc to optimally match all students to their desired projects
      Jupyter Notebook
      •3•1•0•0•Updated Aug 30, 2024Aug 30, 2024

    • sodium_MRI_DnCNN

      Public
      Example code for training a denoising convolutional neural network (DnCNN) for MRI
      Jupyter Notebook
      •0•3•0•0•Updated Apr 11, 2024Apr 11, 2024

    • Image_Reconstruction_Inter4k

      Public
      Investigating the use of publicly available natural videos to learn Dynamic MR image reconstruction
      Jupyter Notebook
      •4•4•0•0•Updated Nov 23, 2023Nov 23, 2023

    • HyperSLICE

      Public
      Jupyter Notebook
      •3•0•0•0•Updated Nov 21, 2023Nov 21, 2023

    • torch-nufft

      Public
      C++
      •
      Apache License 2.0
      •0•0•0•0•Updated Nov 11, 2022Nov 11, 2022

    • MLinCHD_Workshop

      Public
      SCMR Series of Hands-on Workshops on Machine Learning
      Jupyter Notebook
      •4•6•0•0•Updated Oct 27, 2022Oct 27, 2022

    • keras-declarative

      Public
      A Declarative Keras Interface
      Python
      •
      Apache License 2.0
      •0•1•0•1•Updated Oct 25, 2022Oct 25, 2022

    • gadgetron

      Public
      Gadgetron - Medical Image Reconstruction Framework
      C++
      •
      Other
      •167•1•0•0•Updated Jul 26, 2022Jul 26, 2022

    • spiral-waveform

      Public
      Calculation of spiral gradient and trajectory waveforms for MRI
      C++
      •
      Apache License 2.0
      •0•3•0•0•Updated Jun 26, 2022Jun 26, 2022

    • pymapvbvd

      Public
      Python port of mapVBVD
      Python
      •
      MIT License
      •24•0•0•0•Updated Sep 22, 2021Sep 22, 2021

    • cufinufft

      Public
      Nonuniform fast Fourier transforms of types 1 and 2, in 2D and 3D, on the GPU
      Cuda
      •22•1•0•0•Updated Aug 18, 2021Aug 18, 2021

    • finufft

      Public
      Non-uniform fast Fourier transform library of types 1,2,3 in dimensions 1,2,3
      C++
      •
      Other
      •100•0•0•0•Updated Aug 6, 2021Aug 6, 2021
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