fastmri-reproducible-benchmark:尝试在fastmri数据集上进行MRI重建的几种方法。 XPDNet的所在地，2020年fastMRI挑战赛的亚军 （316个子文件） 
mpmd_pdnet_n_samples.conf 396B n_params_model.csv 335B updnet_learning_curves.csv 223B singularity_recipe.def 866B .gitignore 1KB kikinet_sep_I2_af4_oasis_1572552792-50.hdf5 7.41MB kikinet_sep_I2_af4_1570049560-50.hdf5 7.41MB unet_af4_oasis_1570619888-300.hdf5 5.65MB unet_af4_1569210349-300.hdf5 5.65MB cascadenet_af4_oasis_1569491836-300.hdf5 1.75MB cascadenet_af4_1568926824-300.hdf5 1.75MB pdnet_af4_1568384763-300.hdf5 1.52MB pdnet_af4_oasis_1570722239-300.hdf5 1.52MB qualitative_validation_for_net.ipynb 2.8MB qualitative_validation_for_net_oasis.ipynb 2.16MB Figures.ipynb 540KB pysap_cascade_comparison.ipynb 160KB kiki_approach.ipynb 106KB cascading_approach_oasis.ipynb 89KB cascading_approach.ipynb 42KB kiki_sep_approach.ipynb 33KB unet_approach.ipynb 28KB pdnet_approach.ipynb 27KB unet_approach_oasis.ipynb 26KB gan_unet_approach.ipynb 24KB gan_unet_approach_random.ipynb 21KB validation_for_net_oasis.ipynb 20KB validation_for_net.ipynb 17KB Models_for_denoising_n_params.ipynb 12KB LICENSE 1KB ex7.m 3KB single_slice_reco.m 2KB ex8.m 2KB preprocess_kspaces.m 954B reco.m 752B gen_mask.m 728B val_metrics.m 687B crop_center.m 301B T2_single_channel.mat 801KB README.md 5KB gt_kspace.npy 1.8MB gt_image.npy 400KB grappa_eval_random.pbs 372B xpdnet_train.py 18KB cross_domain.py 16KB fastmri_sequences.py 16KB fastmri_pyfunc.py 15KB conftest.py 14KB nc_train.py 13KB generic_dask.py 12KB oasis_sequences.py 11KB focnet.py 11KB nc_eval.py 10KB fourier.py 10KB mwcnn.py 9KB fastmri_pyfunc.py 9KB qualitative_validation.py 9KB mwcnn.py 9KB didn.py 8KB adversarial_training.py 8KB vnet.py 8KB unet.py 8KB xpdnet_eval.py 7KB updnet_train.py 7KB paper_eval_oasis.py 7KB paper_eval.py 7KB updnet_sense_eval.py 7KB h5.py 7KB xpdnet_inference.py 7KB tfrecords.py 7KB preprocessing.py 6KB non_cartesian.py 6KB fastmri_pyfunc_non_cartesian.py 6KB preprocessing.py 6KB proposed_params.py 6KB old_unet.py 6KB fourier_test.py 6KB xpdnet.py 6KB updnet_sense_inference.py 5KB multicoil_nc_tf_records_generation.py 5KB plug_and_play_train_eval.py 5KB xpdnet_train_test.py 5KB pdnet.py 5KB kiki_sep.py 4KB dealiasing_train_eval.py 4KB multiscale_complex.py 4KB smap_extract.py 4KB denoising_train_eval.py 4KB fastmri_pyfunc_multicoil_test.py 4KB dealias_train.py 4KB unet.py 4KB gen_mask_tf.py 4KB unet.py 4KB proposed_params.py 4KB pdnet_sense_eval.py 4KB kikinet_sep_approach_af4_oasis.py 4KB pdnet_approach.py 4KB postprocess_train.py 3KB wavelets.py 3KB h5_test.py 3KB共 316 条
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