Common MRI collection

• Callbacks
  • Exponential Moving Average (EMA)
• Common MRI Data Classes
  • MRIDataset
    • MRIDataset.get_consecutive_slices()
  • MaskFunc
    • MaskFunc.choose_acceleration()
  • Equispaced1DMaskFunc
  • Equispaced2DMaskFunc
  • Gaussian1DMaskFunc
    • Gaussian1DMaskFunc.gaussian_coordinates()
    • Gaussian1DMaskFunc.gaussian_kernel()
    • Gaussian1DMaskFunc.gaussian_kspace()
  • Gaussian2DMaskFunc
    • Gaussian2DMaskFunc.gaussian_coordinates()
    • Gaussian2DMaskFunc.gaussian_kernel()
    • Gaussian2DMaskFunc.gaussian_kspace()
  • Poisson2DMaskFunc
    • Poisson2DMaskFunc.centered_circle()
    • Poisson2DMaskFunc.generate_poisson_mask()
  • Random1DMaskFunc
  • create_masker()
• Common MRI Losses
  • AggregatorLoss
    • AggregatorLoss.__init__()
    • AggregatorLoss.forward()
    • AggregatorLoss.input_types
    • AggregatorLoss.output_types
  • SinkhornDistance
    • SinkhornDistance.M()
    • SinkhornDistance.__init__()
    • SinkhornDistance.ave()
    • SinkhornDistance.forward()
• Common MRI Metrics
  • GlobalAverageLossMetric
    • GlobalAverageLossMetric.__init__()
    • GlobalAverageLossMetric.compute()
    • GlobalAverageLossMetric.full_state_update
    • GlobalAverageLossMetric.update()
• Common MRI Neural Networks
• Common MRI Parts
  • Coil Sensitivity Maps
    • MaximumEigenvaluePowerMethod
      • MaximumEigenvaluePowerMethod.__init__()
      • MaximumEigenvaluePowerMethod.done()
      • MaximumEigenvaluePowerMethod.fit()
      • MaximumEigenvaluePowerMethod.update()
    • EspiritCalibration
      • EspiritCalibration.__init__()
      • EspiritCalibration.calculate_sensitivity_map()
      • EspiritCalibration.forward()
  • FFT
    • fft2()
    • ifft2()
    • fftshift()
    • ifftshift()
    • roll()
    • roll_one_dim()
  • Common MRI Transforms
    • Composer
      • Composer.__init__()
    • Cropper
      • Cropper.__init__()
      • Cropper.forward()
    • EstimateCoilSensitivityMaps
      • EstimateCoilSensitivityMaps.__init__()
      • EstimateCoilSensitivityMaps.calculate_acs_mask()
      • EstimateCoilSensitivityMaps.estimate_acs_image()
      • EstimateCoilSensitivityMaps.forward()
    • GeometricDecompositionCoilCompression
      • GeometricDecompositionCoilCompression.__init__()
      • GeometricDecompositionCoilCompression.align_compressed_coils()
      • GeometricDecompositionCoilCompression.calculate_gcc()
      • GeometricDecompositionCoilCompression.crop()
      • GeometricDecompositionCoilCompression.forward()
      • GeometricDecompositionCoilCompression.rotate_and_compress()
    • N2R
      • N2R.__init__()
      • N2R.forward()
    • NoisePreWhitening
      • NoisePreWhitening.__init__()
      • NoisePreWhitening.find_optimal_patch_size()
      • NoisePreWhitening.forward()
    • Normalizer
      • Normalizer.__init__()
      • Normalizer.forward()
    • SNREstimator
      • SNREstimator.__init__()
    • SSDU
      • SSDU.__init__()
      • SSDU.forward()
    • ZeroFillingPadding
      • ZeroFillingPadding.__init__()
      • ZeroFillingPadding.forward()
    • MRIDataTransforms
      • MRIDataTransforms.__init__()
  • Common MRI Utils
    • add_coil_dim_if_singlecoil()
    • apply_mask()
    • batched_mask_center()
    • center_crop()
    • center_crop_to_smallest()
    • check_stacked_complex()
    • coil_combination_method()
    • complex_abs()
    • complex_abs_sq()
    • complex_center_crop()
    • complex_conj()
    • complex_mul()
    • crop_to_acs()
    • expand_op()
    • is_none()
    • mask_center()
    • normalize_inplace()
    • parse_list_and_keep_last()
    • reshape_fortran()
    • rnn_weights_init()
    • rss()
    • rss_complex()
    • save_predictions()
    • sense()
    • to_tensor()
    • unnormalize()
    • zero_nan_inf()