5 datasets found

Tags: Deep Learning

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  • FastMRI

    Fast and accurate reconstruction of magnetic resonance (MR) images from under-sampled data is important in many clinical applications. In recent years, deep learning-based...
  • Self-Supervised MRI Reconstruction with Unrolled Diffusion Models

    Magnetic Resonance Imaging (MRI) produces excellent soft tissue contrast, albeit it is an inherently slow imaging modality. Promis- ing deep learning methods have recently been...
  • STAR-QSM dataset

    A dataset of QSM images reconstructed using the STAR-QSM method, used for comparison with the autoQSM method.
  • QSMnet dataset

    A dataset of QSM images reconstructed using the QSMnet method, used for comparison with the autoQSM method.
  • autoQSM dataset

    A dataset of 209 healthy subjects with ages ranging from 11 to 82 years old, used for training a deep neural network for QSM reconstruction without brain extraction.