├── 3Dircadb1 └── empty.rtf ├── LICENSE ├── README.md ├── data_preprocessing ├── .idea │ ├── data_preprocessing.iml │ ├── misc.xml │ ├── modules.xml │ └── workspace.xml ├── __pycache__ │ └── recon_proj_parameters.cpython-36.pyc ├── ct_preprocessing.py ├── fdk_back_projection.py ├── forward_projection.py ├── normalized_ct_phantoms │ └── empty.rtf ├── recon_145 │ └── empty.rtf ├── recon_180 │ └── empty.rtf ├── recon_360 │ └── empty.rtf ├── recon_proj_parameters.py └── sinograms │ └── empty.rtf ├── presentation └── oral.pdf └── train_models ├── .idea ├── misc.xml ├── modules.xml ├── train_models.iml └── workspace.xml ├── Models_Performance ├── __pycache__ ├── geometry_parameters.cpython-36.pyc ├── load_data.cpython-36.pyc └── train_models.cpython-36.pyc ├── cnn_projection_model ├── __pycache__ │ └── model_cnn_projection.cpython-36.pyc ├── eval_recon │ └── empty.rtf ├── eval_result │ └── metrics_result.txt ├── model_cnn_projection.py └── saved_session │ ├── checkpoint │ ├── sess-08_13_17:15.ckpt-799.data-00000-of-00001 │ ├── sess-08_13_17:15.ckpt-799.index │ └── sess-08_13_17:15.ckpt-799.meta ├── cnn_reconstruction_model ├── __pycache__ │ └── model_cnn_reconstruction.cpython-36.pyc ├── eval_recon │ └── empty.rtf ├── eval_result │ └── metrics_result.txt ├── model_cnn_reconstruction.py └── saved_session │ ├── checkpoint │ ├── sess-08_13_20:39.ckpt-799.data-00000-of-00001 │ ├── sess-08_13_20:39.ckpt-799.index │ └── sess-08_13_20:39.ckpt-799.meta ├── combined_projection_reconstruction_model ├── __pycache__ │ └── model_combined_proj_recon.cpython-36.pyc ├── eval_recon │ └── empty.rtf ├── eval_result │ └── metrics_result.txt ├── model_combined_proj_recon.py └── saved_session │ ├── checkpoint │ ├── sess-08_14_22:09.ckpt-799.data-00000-of-00001 │ ├── sess-08_14_22:09.ckpt-799.index │ └── sess-08_14_22:09.ckpt-799.meta ├── compare_results_figures ├── compare_cnn │ ├── Figure_1.png │ └── Figure_2.png ├── compare_cnn_unet │ ├── Figure_1.png │ ├── Figure_2.png │ ├── Figure_3.png │ ├── Figure_4.png │ └── Figure_5.png ├── compare_fdk_nn_recon0 │ ├── Figure_1.png │ ├── Figure_2.png │ ├── Figure_3.png │ ├── Figure_4.png │ ├── Figure_5.png │ ├── Figure_6.png │ └── Figure_7.png ├── compare_fdk_nn_recon1 │ ├── Figure_1.png │ ├── Figure_2.png │ ├── Figure_3.png │ ├── Figure_4.png │ ├── Figure_5.png │ ├── Figure_6.png │ └── Figure_7.png ├── compare_proj_recon │ ├── Figure_1.png │ ├── Figure_2.png │ ├── Figure_3.png │ ├── Figure_4.png │ ├── Figure_5.png │ └── Figure_6.png ├── compare_pure_fdk │ ├── Figure_1.png │ ├── Figure_2.png │ ├── Figure_3.png │ ├── Figure_4.png │ ├── Figure_5.png │ ├── Figure_6.png │ ├── Figure_7.png │ └── Figure_8.png ├── compare_unet │ ├── Figure_1.png │ └── Figure_2.png └── losses_trend │ ├── Figure_1.png │ ├── train_losses.npy │ └── valid_losses.npy ├── dense_cnn_reconstruction_model ├── __pycache__ │ └── model_dense_cnn_reconstruction.cpython-36.pyc ├── eval_recon │ └── empty.rtf ├── eval_result │ └── metrics_result.txt ├── model_dense_cnn_reconstruction.py └── saved_session │ ├── checkpoint │ ├── sess-08_14_00:46.ckpt-799.data-00000-of-00001 │ ├── sess-08_14_00:46.ckpt-799.index │ └── sess-08_14_00:46.ckpt-799.meta ├── evaluation.py ├── fdk_nn_model ├── __pycache__ │ └── model_fdk_nn.cpython-36.pyc ├── eval_recon │ └── empty.rtf ├── eval_result │ └── metrics_result.txt ├── model_fdk_nn.py └── saved_session │ ├── checkpoint │ ├── sess-08_12_17:56.ckpt-799.data-00000-of-00001 │ ├── sess-08_12_17:56.ckpt-799.index │ └── sess-08_12_17:56.ckpt-799.meta ├── geometry_parameters.py ├── load_data.py ├── pure_fdk_model ├── eval_recon │ └── empty.rtf └── eval_result │ └── metrics_result.txt ├── train_models.py ├── train_slices_model.py ├── unet_projection_model ├── __pycache__ │ └── model_unet_projection.cpython-36.pyc ├── eval_recon │ └── empty.rtf ├── eval_result │ └── metrics_result.txt ├── model_unet_projection.py └── saved_session │ ├── checkpoint │ ├── sess-08_14_08:16.ckpt-799.data-00000-of-00001 │ ├── sess-08_14_08:16.ckpt-799.index │ └── sess-08_14_08:16.ckpt-799.meta ├── unet_proposed_reconstruction_model ├── __pycache__ │ └── model_unet_proposed_reconstruction.cpython-36.pyc ├── eval_recon │ └── empty.rtf ├── eval_result │ └── metrics_result.txt ├── model_unet_proposed_reconstruction.py └── saved_session │ ├── checkpoint │ ├── sess-08_14_16:33.ckpt-799.data-00000-of-00001 │ ├── sess-08_14_16:33.ckpt-799.index │ └── sess-08_14_16:33.ckpt-799.meta └── unet_reconstruction_model ├── __pycache__ ├── model_unet_reconstruction.cpython-36.pyc └── model_unet_slices.cpython-36.pyc ├── eval_recon ├── generation_recons │ └── empty.rtf └── slices_batch_10_lev4_bott256 │ ├── metrics_result.txt │ ├── sess-08_16_22:24.ckpt-424.data-00000-of-00001 │ ├── sess-08_16_22:24.ckpt-424.index │ └── sess-08_16_22:24.ckpt-424.meta ├── eval_result └── metrics_result.txt ├── model_unet_reconstruction.py ├── model_unet_slices.py └── saved_session ├── checkpoint ├── 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