From 72295c78323fefa3cdf93c4f11e8bd4ef3ccaabc Mon Sep 17 00:00:00 2001 From: Lucas Rouhier Date: Fri, 24 Jul 2020 13:43:19 -0400 Subject: [PATCH 01/19] upate with spine_generic subject converting to 1mm isotropic and float32 images --- bounding_box_dict.json | 21 +++++++ dataset_description.json | 6 ++ hyperparameter_opt.json | 5 ++ model_config.json | 132 +++++++++++++++++++++++++++++++++++++++ model_config_test.json | 122 ++++++++++++++++++++++++++++++++++++ participants.tsv | 2 + temporary_results.csv | 2 + 7 files changed, 290 insertions(+) create mode 100644 bounding_box_dict.json create mode 100755 dataset_description.json create mode 100644 hyperparameter_opt.json create mode 100644 model_config.json create mode 100644 model_config_test.json create mode 100755 participants.tsv create mode 100644 temporary_results.csv diff --git a/bounding_box_dict.json b/bounding_box_dict.json new file mode 100644 index 0000000..15fbcb7 --- /dev/null +++ b/bounding_box_dict.json @@ -0,0 +1,21 @@ +{ + "testing_data/sub-test001/anat/sub-test001_T1w.nii.gz": + [ + 7, + 386, + 113, + 231, + 1, + 16 + ], + + "testing_data/sub-test001/anat/sub-test001_T2w.nii.gz": + [ + 7, + 386, + 113, + 231, + 1, + 16 + ] +} \ No newline at end of file diff --git a/dataset_description.json b/dataset_description.json new file mode 100755 index 0000000..9a867c6 --- /dev/null +++ b/dataset_description.json @@ -0,0 +1,6 @@ +{ + "BIDSVersion": "1.0.1", + "Name": "Spine_generic_example", + "Researcher": "Julien Cohen-Adad", + "Study": "Spine_generic/sub-unf01" +} diff --git a/hyperparameter_opt.json b/hyperparameter_opt.json new file mode 100644 index 0000000..e1b4cb3 --- /dev/null +++ b/hyperparameter_opt.json @@ -0,0 +1,5 @@ +{ + "training_parameters": { + "batch_size": [2, 4] + } +} diff --git a/model_config.json b/model_config.json new file mode 100644 index 0000000..02029d3 --- /dev/null +++ b/model_config.json @@ -0,0 +1,132 @@ +{ + "command": "train", + "gpu": 7, + "log_directory": "testing_script", + "debugging": false, + "model_name": "unit_test", + "object_detection_params": { + "object_detection_path": null + }, + "loader_parameters": { + "target_suffix": ["_heatmap3"], + "roi_suffix": null, + "bids_path": "testing_data/", + "roi_params": { + "suffix": null, + "slice_filter_roi": null + }, + "contrast_params": { + "random_seed": 1313, + "training_validation": [ + "T1w_mid" + ], + "balance": {}, + "testing": [ + "T1w_mid" + ], + "center_test": [] + }, + "slice_filter_params": { + "filter_empty_mask": false, + "filter_empty_input": true + }, + "slice_axis": "sagittal", + "split_method": "per_patient", + "multichannel": false, + "soft_input": false + }, + "split_dataset": { + "fname_split": null, + "random_seed": 1313, + "method": "per_patient", + "train_fraction": 0.66, + "test_fraction": 0.33, + "center_test": [] + }, + "training_parameters": { + "batch_size": 32, + "loss": { + "name": "DiceLoss" + }, + "training_time": { + "num_epochs": 1, + "early_stopping_patience": 50, + "early_stopping_epsilon": 0.001 + }, + "scheduler": { + "initial_lr": 0.001, + "lr_scheduler": { + "name": "CosineAnnealingLR", + "base_lr": 1e-5, + "max_lr": 1e-2 + } + }, + "balance_samples": false, + "mixup_alpha": null, + "transfer_learning": { + "retrain_model": null, + "retrain_fraction": 1.0 + } + }, + "default_model": { + "name": "Unet", + "dropout_rate": 0.3, + "bn_momentum": 0.1, + "out_channel": 1, + "depth": 1 + }, + "FiLMedUnet": { + "applied": false, + "metadata": "contrasts", + "film_layers": [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] + }, + "missing_modality": false, + "attention_unet": false, + "mixup_bool": false, + "metadata": null, + "testing_parameters": { + "binarize_prediction": false, + "uncertainty": { + "epistemic": true, + "aleatoric": true, + "n_it": 2 + } + }, + "evaluation_parameters": { + "targetSize": { + "unit": "vox", + "thr": [ + 20, + 100 + ] + }, + "removeSmall": { + "unit": "vox", + "thr": 3 + }, + "overlap": { + "unit": "vox", + "thr": 3 + } + }, + "transformation": { + "Resample": { + "wspace": 0.75, + "hspace": 0.75 + }, + "ElasticTransform": { + "alpha_range": [28.0, 30.0], + "sigma_range": [3.5, 4.5], + "p": 0.1 + }, + "RandomAffine": { + "degrees": 4.6, + "translate": [0.03, 0.03], + "scale": [0.98, 1] + }, + "NumpyToTensor": {}, + "NormalizeInstance": { + "applied_to": ["im"] + } + } +} diff --git a/model_config_test.json b/model_config_test.json new file mode 100644 index 0000000..bbbaf0e --- /dev/null +++ b/model_config_test.json @@ -0,0 +1,122 @@ +{ + "command": "test", + "gpu": 0, + "log_directory": "testing_script", + "debugging": false, + "model_name": "model_unet_test", + "object_detection_params": { + "object_detection_path": null + }, + "loader_parameters": { + "target_suffix": ["_lesion-manual"], + "roi_suffix": null, + "bids_path": "testing_data/", + "roi_params": { + "suffix": null, + "slice_filter_roi": null + }, + "contrast_params": { + "random_seed": 1313, + "training_validation": [ + "T1w" + ], + "balance": {}, + "testing": [ + "T1w" + ], + "center_test": [] + }, + "slice_filter_params": { + "filter_empty_mask": false, + "filter_empty_input": true + }, + "slice_axis": "axial", + "split_method": "per_patient", + "multichannel": false, + "soft_input": false + }, + "split_dataset": { + "fname_split": null, + "random_seed": 1313, + "method": "per_patient", + "train_fraction": 0.66, + "test_fraction": 0.33, + "center_test": [] + }, + "training_parameters": { + "batch_size": 32, + "loss": { + "name": "DiceLoss" + }, + "training_time": { + "num_epochs": 1, + "early_stopping_patience": 50, + "early_stopping_epsilon": 0.001 + }, + "scheduler": { + "initial_lr": 0.001, + "lr_scheduler": { + "name": "CosineAnnealingLR", + "base_lr": 1e-5, + "max_lr": 1e-2 + } + }, + "balance_samples": false, + "mixup_alpha": null, + "transfer_learning": { + "retrain_model": null, + "retrain_fraction": 1.0 + } + }, + "default_model": { + "name": "Unet", + "dropout_rate": 0.3, + "bn_momentum": 0.1, + "out_channel": 1, + "depth": 1 + }, + "FiLMedUnet": { + "applied": false, + "metadata": "contrasts", + "film_layers": [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] + }, + "missing_modality": false, + "attention_unet": false, + "mixup_bool": false, + "metadata": null, + "testing_parameters": { + "binarize_prediction": true, + "uncertainty": { + "epistemic": true, + "aleatoric": true, + "n_it": 2 + } + }, + "evaluation_parameters": { + "targetSize": { + "unit": "vox", + "thr": [ + 20, + 100 + ] + }, + "removeSmall": { + "unit": "vox", + "thr": 3 + }, + "overlap": { + "unit": "vox", + "thr": 3 + } + }, + "transformation": { + "Resample": { + "wspace": 0.75, + "hspace": 0.75 + }, + "NumpyToTensor": {}, + "NormalizeInstance": { + "applied_to": ["im"] + } + } +} diff --git a/participants.tsv b/participants.tsv new file mode 100755 index 0000000..3eaead5 --- /dev/null +++ b/participants.tsv @@ -0,0 +1,2 @@ +participant_id sex age first_name last_name date_of_birth date_of_scan pathology data_id institution_id +sub-unf01 unknown - unknown unknown - unknwon unknwon unknown unknown diff --git a/temporary_results.csv b/temporary_results.csv new file mode 100644 index 0000000..7b4974c --- /dev/null +++ b/temporary_results.csv @@ -0,0 +1,2 @@ +,log_directory,best_training_dice,best_training_loss,best_validation_dice,best_validation_loss,test_dice +0,testing_script-batch_size=2,-0.00046536312783568827,-0.00046536312783568827,-0.0012548019207002574,-0.0012548019207002574,0.0008960758197644724 From 4913c1af8833b1036cf5a08f27b77141d4eeadba Mon Sep 17 00:00:00 2001 From: Lucas Rouhier Date: Mon, 27 Jul 2020 10:37:14 -0400 Subject: [PATCH 02/19] added content info --- README.md | 15 +++++++++++++++ 1 file changed, 15 insertions(+) diff --git a/README.md b/README.md index 749d339..dc5a6cb 100644 --- a/README.md +++ b/README.md @@ -1,2 +1,17 @@ # data-testing Light-weighted data for testing/tutorial + +# Content +model\_unet.pt --> .pt file for inference testing + +sub-unf01 --> Bids folder with multiple contrast (T2w,T2star and T1w). Original image from https://github.com/ivadomed/data\_example\_spinegeneric/releases/tag/r20200907 resampled to 1mm isotropic and converted to float32 + +derivatives/labels/sub-unf01 --> derivatives folder with seg-manual labels for all contrasts (from https://github.com/ivadomed/data\_example\_spinegeneric/releases/tag/r20200907), labels-disc-manual labels for T2w, lesion-manual label for all contrasts, which are manullay created dummy segmentation. All images were resampled to 1mm isotropic and converted to float 32 + +bounding\_box.json --> dictionnary to test certain function from ivadomed/scripts/bounding\_box.py + +dataset\_description.json --> needed file to descript dataset + +participants.csv --> table with subject names and potential metadata + +temporary\_results.csv --> Used to test ivadomed/scripts/compare\_models.py From ce918a4aa19902bb22af48fc6246bd6015e75d22 Mon Sep 17 00:00:00 2001 From: Lucas Rouhier Date: Mon, 27 Jul 2020 10:47:14 -0400 Subject: [PATCH 03/19] improve readmed readability --- README.md | 20 +++++++------------- 1 file changed, 7 insertions(+), 13 deletions(-) diff --git a/README.md b/README.md index dc5a6cb..8bcbb56 100644 --- a/README.md +++ b/README.md @@ -2,16 +2,10 @@ Light-weighted data for testing/tutorial # Content -model\_unet.pt --> .pt file for inference testing - -sub-unf01 --> Bids folder with multiple contrast (T2w,T2star and T1w). Original image from https://github.com/ivadomed/data\_example\_spinegeneric/releases/tag/r20200907 resampled to 1mm isotropic and converted to float32 - -derivatives/labels/sub-unf01 --> derivatives folder with seg-manual labels for all contrasts (from https://github.com/ivadomed/data\_example\_spinegeneric/releases/tag/r20200907), labels-disc-manual labels for T2w, lesion-manual label for all contrasts, which are manullay created dummy segmentation. All images were resampled to 1mm isotropic and converted to float 32 - -bounding\_box.json --> dictionnary to test certain function from ivadomed/scripts/bounding\_box.py - -dataset\_description.json --> needed file to descript dataset - -participants.csv --> table with subject names and potential metadata - -temporary\_results.csv --> Used to test ivadomed/scripts/compare\_models.py +* model\_unet.pt: .pt file for inference testing +* sub-unf01: Bids folder with multiple contrast (T2w,T2star and T1w). Original image from [ivadomed spine generic example repo](https://github.com/ivadomed/data_example_spinegeneric/releases/tag/r20200907) resampled to 1mm isotropic and converted to float32 +* derivatives/labels/sub-unf01: derivatives folder with seg-manual labels for all contrasts (from [ivadomed spine generic example repo] (https://github.com/ivadomed/data_example_spinegeneric/releases/tag/r20200907)), labels-disc-manual labels for T2w, lesion-manual label for all contrasts, which are manullay created dummy segmentation. All images were resampled to 1mm isotropic and converted to float 32 +* bounding\_box.json: dictionnary to test certain function from ivadomed/scripts/bounding\_box.py +* dataset\_description.json: needed file to descript dataset +* participants.csv: table with subject names and potential metadata +* temporary\_results.csv: Used to test ivadomed/scripts/compare\_models.py From 2f8bde518194c9ad67f2b1748e164fae530764a6 Mon Sep 17 00:00:00 2001 From: Lucas Rouhier Date: Mon, 27 Jul 2020 10:48:16 -0400 Subject: [PATCH 04/19] trailing whitespace --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 8bcbb56..2ae0cba 100644 --- a/README.md +++ b/README.md @@ -4,7 +4,7 @@ Light-weighted data for testing/tutorial # Content * model\_unet.pt: .pt file for inference testing * sub-unf01: Bids folder with multiple contrast (T2w,T2star and T1w). Original image from [ivadomed spine generic example repo](https://github.com/ivadomed/data_example_spinegeneric/releases/tag/r20200907) resampled to 1mm isotropic and converted to float32 -* derivatives/labels/sub-unf01: derivatives folder with seg-manual labels for all contrasts (from [ivadomed spine generic example repo] (https://github.com/ivadomed/data_example_spinegeneric/releases/tag/r20200907)), labels-disc-manual labels for T2w, lesion-manual label for all contrasts, which are manullay created dummy segmentation. All images were resampled to 1mm isotropic and converted to float 32 +* derivatives/labels/sub-unf01: derivatives folder with seg-manual labels for all contrasts (from [ivadomed spine generic example repo](https://github.com/ivadomed/data_example_spinegeneric/releases/tag/r20200907)), labels-disc-manual labels for T2w, lesion-manual label for all contrasts, which are manullay created dummy segmentation. All images were resampled to 1mm isotropic and converted to float 32 * bounding\_box.json: dictionnary to test certain function from ivadomed/scripts/bounding\_box.py * dataset\_description.json: needed file to descript dataset * participants.csv: table with subject names and potential metadata From cce460f96d6749ba68004f1b3337ff07c9a0491b Mon Sep 17 00:00:00 2001 From: lrouhier Date: Mon, 27 Jul 2020 10:48:51 -0400 Subject: [PATCH 05/19] Update dataset_description.json Co-authored-by: Julien Cohen-Adad --- dataset_description.json | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/dataset_description.json b/dataset_description.json index 9a867c6..b7b02a7 100755 --- a/dataset_description.json +++ b/dataset_description.json @@ -2,5 +2,6 @@ "BIDSVersion": "1.0.1", "Name": "Spine_generic_example", "Researcher": "Julien Cohen-Adad", - "Study": "Spine_generic/sub-unf01" + "Study": "https://spine-generic.readthedocs.io/" + "Version": "URL to distriploy version of the dataset" } From 3d1611f2ff9bc38107e233379410ee621f1e8066 Mon Sep 17 00:00:00 2001 From: Lucas Rouhier Date: Mon, 27 Jul 2020 15:43:07 -0400 Subject: [PATCH 06/19] added centercrop to ensure same sized image --- model_config.json | 11 +++++++---- 1 file changed, 7 insertions(+), 4 deletions(-) diff --git a/model_config.json b/model_config.json index 02029d3..5f35a5e 100644 --- a/model_config.json +++ b/model_config.json @@ -8,7 +8,7 @@ "object_detection_path": null }, "loader_parameters": { - "target_suffix": ["_heatmap3"], + "target_suffix": ["_lesion-manual"], "roi_suffix": null, "bids_path": "testing_data/", "roi_params": { @@ -18,11 +18,11 @@ "contrast_params": { "random_seed": 1313, "training_validation": [ - "T1w_mid" + "T2w" ], "balance": {}, "testing": [ - "T1w_mid" + "T2w" ], "center_test": [] }, @@ -30,7 +30,7 @@ "filter_empty_mask": false, "filter_empty_input": true }, - "slice_axis": "sagittal", + "slice_axis": "axial", "split_method": "per_patient", "multichannel": false, "soft_input": false @@ -124,6 +124,9 @@ "translate": [0.03, 0.03], "scale": [0.98, 1] }, + "CenterCrop":{ + "size": [128, 128], + "preprocessing": true}, "NumpyToTensor": {}, "NormalizeInstance": { "applied_to": ["im"] From 7b4b936b5aef0a6add4c20417cfc3819cc2ae3d3 Mon Sep 17 00:00:00 2001 From: Lucas Rouhier Date: Mon, 27 Jul 2020 16:28:24 -0400 Subject: [PATCH 07/19] removed unecessary description --- README.md | 1 - 1 file changed, 1 deletion(-) diff --git a/README.md b/README.md index 2ae0cba..29a8537 100644 --- a/README.md +++ b/README.md @@ -2,7 +2,6 @@ Light-weighted data for testing/tutorial # Content -* model\_unet.pt: .pt file for inference testing * sub-unf01: Bids folder with multiple contrast (T2w,T2star and T1w). Original image from [ivadomed spine generic example repo](https://github.com/ivadomed/data_example_spinegeneric/releases/tag/r20200907) resampled to 1mm isotropic and converted to float32 * derivatives/labels/sub-unf01: derivatives folder with seg-manual labels for all contrasts (from [ivadomed spine generic example repo](https://github.com/ivadomed/data_example_spinegeneric/releases/tag/r20200907)), labels-disc-manual labels for T2w, lesion-manual label for all contrasts, which are manullay created dummy segmentation. All images were resampled to 1mm isotropic and converted to float 32 * bounding\_box.json: dictionnary to test certain function from ivadomed/scripts/bounding\_box.py From e5e31ac2b3ca665abe7f5828549a19834b307448 Mon Sep 17 00:00:00 2001 From: Lucas Rouhier Date: Tue, 28 Jul 2020 10:56:45 -0400 Subject: [PATCH 08/19] forgotten comma --- dataset_description.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dataset_description.json b/dataset_description.json index b7b02a7..a79db06 100755 --- a/dataset_description.json +++ b/dataset_description.json @@ -2,6 +2,6 @@ "BIDSVersion": "1.0.1", "Name": "Spine_generic_example", "Researcher": "Julien Cohen-Adad", - "Study": "https://spine-generic.readthedocs.io/" + "Study": "https://spine-generic.readthedocs.io/", "Version": "URL to distriploy version of the dataset" } From 5d82782750009db92d9a07f4333ff16c291cb75e Mon Sep 17 00:00:00 2001 From: Lucas Rouhier Date: Tue, 28 Jul 2020 15:26:47 -0400 Subject: [PATCH 09/19] chenged test to use T2w as other --- model_config_test.json | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/model_config_test.json b/model_config_test.json index bbbaf0e..f651863 100644 --- a/model_config_test.json +++ b/model_config_test.json @@ -18,11 +18,11 @@ "contrast_params": { "random_seed": 1313, "training_validation": [ - "T1w" + "T2w" ], "balance": {}, "testing": [ - "T1w" + "T2w" ], "center_test": [] }, From cdf49cc42b9311fb6c812360ed45d170687538f5 Mon Sep 17 00:00:00 2001 From: lrouhier Date: Tue, 4 Aug 2020 16:18:32 -0400 Subject: [PATCH 10/19] changed files infos --- README.md | 12 ++++++------ dataset_description.json | 2 +- 2 files changed, 7 insertions(+), 7 deletions(-) diff --git a/README.md b/README.md index 29a8537..87dd099 100644 --- a/README.md +++ b/README.md @@ -2,9 +2,9 @@ Light-weighted data for testing/tutorial # Content -* sub-unf01: Bids folder with multiple contrast (T2w,T2star and T1w). Original image from [ivadomed spine generic example repo](https://github.com/ivadomed/data_example_spinegeneric/releases/tag/r20200907) resampled to 1mm isotropic and converted to float32 -* derivatives/labels/sub-unf01: derivatives folder with seg-manual labels for all contrasts (from [ivadomed spine generic example repo](https://github.com/ivadomed/data_example_spinegeneric/releases/tag/r20200907)), labels-disc-manual labels for T2w, lesion-manual label for all contrasts, which are manullay created dummy segmentation. All images were resampled to 1mm isotropic and converted to float 32 -* bounding\_box.json: dictionnary to test certain function from ivadomed/scripts/bounding\_box.py -* dataset\_description.json: needed file to descript dataset -* participants.csv: table with subject names and potential metadata -* temporary\_results.csv: Used to test ivadomed/scripts/compare\_models.py +* sub-unf01: Bids folder with multiple contrast (T2w,T2star and T1w). Original image from [ivadomed spine generic example repo](https://github.com/ivadomed/data_example_spinegeneric/releases/tag/r20200907) resampled to 1mm isotropic and converted to float32 to reduce repo size. Subject was randomly selected among the available subjects. +* derivatives/labels/sub-unf01: derivatives folder with seg-manual labels for all contrasts (from [ivadomed spine generic example repo](https://github.com/ivadomed/data_example_spinegeneric/releases/tag/r20200907)), labels-disc-manual labels for T2w (manually created with a dummy point), lesion-manual label for all contrasts, which are manullay created dummy segmentation. All images were resampled to 1mm isotropic and converted to float 32. +* bounding\_box.json: dictionnary to test certain function from ivadomed/scripts/bounding\_box.py. +* dataset\_description.json: needed file to descript dataset. +* participants.csv: table with subject names and potential metadata. +* temporary\_results.csv: Used to test ivadomed/scripts/compare\_models.py. diff --git a/dataset_description.json b/dataset_description.json index a79db06..eed203b 100755 --- a/dataset_description.json +++ b/dataset_description.json @@ -3,5 +3,5 @@ "Name": "Spine_generic_example", "Researcher": "Julien Cohen-Adad", "Study": "https://spine-generic.readthedocs.io/", - "Version": "URL to distriploy version of the dataset" + "Version": "https://github.com/spine-generic/data-multi-subject/archive/r20200722.zip" } From 6031107c5397df449fcfe2504e5ee0cd638795ad Mon Sep 17 00:00:00 2001 From: lrouhier Date: Tue, 4 Aug 2020 17:40:21 -0400 Subject: [PATCH 11/19] update readme --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 87dd099..0e187fb 100644 --- a/README.md +++ b/README.md @@ -2,8 +2,8 @@ Light-weighted data for testing/tutorial # Content -* sub-unf01: Bids folder with multiple contrast (T2w,T2star and T1w). Original image from [ivadomed spine generic example repo](https://github.com/ivadomed/data_example_spinegeneric/releases/tag/r20200907) resampled to 1mm isotropic and converted to float32 to reduce repo size. Subject was randomly selected among the available subjects. -* derivatives/labels/sub-unf01: derivatives folder with seg-manual labels for all contrasts (from [ivadomed spine generic example repo](https://github.com/ivadomed/data_example_spinegeneric/releases/tag/r20200907)), labels-disc-manual labels for T2w (manually created with a dummy point), lesion-manual label for all contrasts, which are manullay created dummy segmentation. All images were resampled to 1mm isotropic and converted to float 32. +* sub-unf01: Bids folder with multiple contrast (T2w,T2star and T1w). Original image from [ivadomed spine generic example repo](https://github.com/ivadomed/data_example_spinegeneric/releases/tag/r20200907) resampled to 1mm isotropic and converted to float32 to reduce repo size. Images were croped alongside the IS axis to keep slices between z=10 and z=20. Subject was randomly selected among the available subjects. +* derivatives/labels/sub-unf01: derivatives folder with seg-manual labels for all contrasts (from [ivadomed spine generic example repo](https://github.com/ivadomed/data_example_spinegeneric/releases/tag/r20200907)), labels-disc-manual labels for T2w (manually created with a dummy point), lesion-manual label for all contrasts, which are manullay created dummy segmentation. All images were resampled to 1mm isotropic and converted to float 32. Images were croped alongside the IS axis to keep slices between z=10 and z=20. * bounding\_box.json: dictionnary to test certain function from ivadomed/scripts/bounding\_box.py. * dataset\_description.json: needed file to descript dataset. * participants.csv: table with subject names and potential metadata. From 9bce745d22b6da572050a22468128b4365fcd10f Mon Sep 17 00:00:00 2001 From: lrouhier Date: Tue, 4 Aug 2020 17:41:09 -0400 Subject: [PATCH 12/19] changed file name --- bounding_box_dict.json | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/bounding_box_dict.json b/bounding_box_dict.json index 15fbcb7..dfe5a43 100644 --- a/bounding_box_dict.json +++ b/bounding_box_dict.json @@ -1,5 +1,5 @@ { - "testing_data/sub-test001/anat/sub-test001_T1w.nii.gz": + "testing_data/sub-unf01/anat/sub-unf01_T1w.nii.gz": [ 7, 386, @@ -9,7 +9,7 @@ 16 ], - "testing_data/sub-test001/anat/sub-test001_T2w.nii.gz": + "testing_data/sub-unf01/anat/sub-unf01_T2w.nii.gz": [ 7, 386, @@ -18,4 +18,4 @@ 1, 16 ] -} \ No newline at end of file +} From 01594652ad8eb5e1731216c24d2b16a52c389dc8 Mon Sep 17 00:00:00 2001 From: lrouhier Date: Wed, 5 Aug 2020 12:22:53 -0400 Subject: [PATCH 13/19] adding images. Verified with all tests. 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zZQAa~meDPEscbi{AA5*z7d2>hwu4j$wBn*#2h;^Wl;upCEV}<|iSaYTWmV%Aif02f zQTE?psh|BA;i$K6@&}!9HR5o&FjzJ^o?QZEXggd5Z(Tk7EAOaQxA< zZf2p0Ea>J~%G|E+EVdnUUOd~|n!~b!X<2fPcKIhbYgZCIrbO}Tu8F+ut3mbt3vk_c zHRM&^!Bx^H+M)-;(njFc-By@3vmJwtWRN z;-Y!vUn~c23Fk(W7(VG1MaNmLRKNKL{_V2hD9#}x?LMsby~VVzmoXya8gio_;mR&w w?CD{Q%sB@UrB;Wstx~RPvKljzG^nh59=pxvqw{^m|I;k|4{&kYLm&$h0FJy5qyPW_ literal 0 HcmV?d00001 From 2a55d35a69d0a28af970815d0fecb139ce6ea4a7 Mon Sep 17 00:00:00 2001 From: lrouhier Date: Wed, 5 Aug 2020 13:29:27 -0400 Subject: [PATCH 14/19] update croping infos --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 0e187fb..e27863e 100644 --- a/README.md +++ b/README.md @@ -2,8 +2,8 @@ Light-weighted data for testing/tutorial # Content -* sub-unf01: Bids folder with multiple contrast (T2w,T2star and T1w). Original image from [ivadomed spine generic example repo](https://github.com/ivadomed/data_example_spinegeneric/releases/tag/r20200907) resampled to 1mm isotropic and converted to float32 to reduce repo size. Images were croped alongside the IS axis to keep slices between z=10 and z=20. Subject was randomly selected among the available subjects. -* derivatives/labels/sub-unf01: derivatives folder with seg-manual labels for all contrasts (from [ivadomed spine generic example repo](https://github.com/ivadomed/data_example_spinegeneric/releases/tag/r20200907)), labels-disc-manual labels for T2w (manually created with a dummy point), lesion-manual label for all contrasts, which are manullay created dummy segmentation. All images were resampled to 1mm isotropic and converted to float 32. Images were croped alongside the IS axis to keep slices between z=10 and z=20. +* sub-unf01: Bids folder with multiple contrast (T2w,T2star and T1w). Original image from [ivadomed spine generic example repo](https://github.com/ivadomed/data_example_spinegeneric/releases/tag/r20200907) resampled to 1mm isotropic and converted to float32 to reduce repo size. Images were croped alongside the IS axis to keep slices between z=10 and z=20. Subject was randomly selected among the available subjects.Images are oriented according to RPI convention and were cropped with the following boynding box x=[50, 181], y=[60, 201], z=[10, 26]. +* derivatives/labels/sub-unf01: derivatives folder with seg-manual labels for all contrasts (from [ivadomed spine generic example repo](https://github.com/ivadomed/data_example_spinegeneric/releases/tag/r20200907)), labels-disc-manual labels for T2w (manually created with a dummy point), lesion-manual label for all contrasts, which are manullay created dummy segmentation. All images were resampled to 1mm isotropic and converted to float 32. Images are oriented according to RPI convention and were cropped with the following boynding box x=[50, 181], y=[60, 201], z=[10, 26]. * bounding\_box.json: dictionnary to test certain function from ivadomed/scripts/bounding\_box.py. * dataset\_description.json: needed file to descript dataset. * participants.csv: table with subject names and potential metadata. From 1770e28c53f3a508efb972ebec87676d8c489ee6 Mon Sep 17 00:00:00 2001 From: lrouhier Date: Wed, 5 Aug 2020 14:20:36 -0400 Subject: [PATCH 15/19] adding json files --- .../sub-unf01_T2w_labels-disc-manual.json | 1 + sub-unf01/anat/sub-unf01_T1w.json | 64 +++++++++++++++++ sub-unf01/anat/sub-unf01_T2star.json | 68 +++++++++++++++++++ sub-unf01/anat/sub-unf01_T2w.json | 67 ++++++++++++++++++ 4 files changed, 200 insertions(+) create mode 100644 derivatives/labels/sub-unf01/anat/sub-unf01_T2w_labels-disc-manual.json create mode 100755 sub-unf01/anat/sub-unf01_T1w.json create mode 100755 sub-unf01/anat/sub-unf01_T2star.json create mode 100755 sub-unf01/anat/sub-unf01_T2w.json diff --git a/derivatives/labels/sub-unf01/anat/sub-unf01_T2w_labels-disc-manual.json b/derivatives/labels/sub-unf01/anat/sub-unf01_T2w_labels-disc-manual.json new file mode 100644 index 0000000..0967ef4 --- /dev/null +++ b/derivatives/labels/sub-unf01/anat/sub-unf01_T2w_labels-disc-manual.json @@ -0,0 +1 @@ +{} diff --git a/sub-unf01/anat/sub-unf01_T1w.json b/sub-unf01/anat/sub-unf01_T1w.json new file mode 100755 index 0000000..f153a40 --- /dev/null +++ b/sub-unf01/anat/sub-unf01_T1w.json @@ -0,0 +1,64 @@ +{ + "Modality": "MR", + "MagneticFieldStrength": 3, + "Manufacturer": "Siemens", + "ManufacturersModelName": "Prisma_fit", + "InstitutionName": "IUGM", + "InstitutionAddress": "Chemin_Queen-Mary_4565_Montreal_District_CA_H3W_1W5", + "DeviceSerialNumber": "167006", + "StationName": "MRC35049", + "BodyPartExamined": "SPINE", + "PatientPosition": "HFS", + "ProcedureStepDescription": "spine_generic", + "SoftwareVersions": "syngo_MR_E11", + "MRAcquisitionType": "3D", + "SeriesDescription": "T1w", + "ProtocolName": "T1w", + "ScanningSequence": "GR_IR", + "SequenceVariant": "SK_SP_MP", + "ScanOptions": "IR", + "SequenceName": "_tfl3d1_16", + "ImageType": ["ORIGINAL", "PRIMARY", "M", "NORM", "DIS3D", "DIS2D"], + "SeriesNumber": 2, + "AcquisitionTime": "12:33:7.032500", + "AcquisitionNumber": 1, + "SliceThickness": 1, + "SAR": 0.0601922, + "EchoTime": 0.00372, + "RepetitionTime": 2, + "InversionTime": 1, + "FlipAngle": 9, + "PartialFourier": 1, + "BaseResolution": 320, + "ShimSetting": [ + 620, + -7194, + -9127, + 77, + 28, + -20, + -10, + -23 ], + "TxRefAmp": 266.247, + "PhaseResolution": 1, + "ReceiveCoilName": "HeadNeck_64", + "ReceiveCoilActiveElements": "HC1-7;NC1,2", + "PulseSequenceDetails": "%SiemensSeq%_tfl", + "ConsistencyInfo": "N4_VE11C_LATEST_20160120", + "PercentPhaseFOV": 81.25, + "PhaseEncodingSteps": 259, + "AcquisitionMatrixPE": 260, + "ReconMatrixPE": 320, + "ParallelReductionFactorInPlane": 2, + "PixelBandwidth": 150, + "ImageOrientationPatientDICOM": [ + 0, + 1, + 0, + -0.00523601, + 0, + -0.999986 ], + "InPlanePhaseEncodingDirectionDICOM": "ROW", + "ConversionSoftware": "dcm2niix", + "ConversionSoftwareVersion": "v1.0.20180622 (JP2:OpenJPEG) GCC6.1.0" +} diff --git a/sub-unf01/anat/sub-unf01_T2star.json b/sub-unf01/anat/sub-unf01_T2star.json new file mode 100755 index 0000000..39e8f95 --- /dev/null +++ b/sub-unf01/anat/sub-unf01_T2star.json @@ -0,0 +1,68 @@ +{ + "Modality": "MR", + "MagneticFieldStrength": 3, + "Manufacturer": "Siemens", + "ManufacturersModelName": "Prisma_fit", + "InstitutionName": "IUGM", + "InstitutionalDepartmentName": "Department", + "InstitutionAddress": "Chemin_Queen-Mary_4565_Montreal_District_CA_H3W_1W5", + "DeviceSerialNumber": "167006", + "StationName": "MRC35049", + "BodyPartExamined": "SPINE", + "PatientPosition": "HFS", + "ProcedureStepDescription": "spine_generic", + "SoftwareVersions": "syngo_MR_E11", + "MRAcquisitionType": "2D", + "SeriesDescription": "GRE-ME", + "ProtocolName": "GRE-ME", + "ScanningSequence": "GR", + "SequenceVariant": "SP", + "ScanOptions": "SAT1", + "SequenceName": "_me2d1r3", + "ImageType": ["ORIGINAL", "PRIMARY", "M", "NORM", "DIS2D"], + "SeriesNumber": 8, + "AcquisitionTime": "12:55:4.995000", + "AcquisitionNumber": 1, + "SliceThickness": 5, + "SpacingBetweenSlices": 5, + "SAR": 0.221731, + "EchoTime": 0.014, + "RepetitionTime": 0.6, + "FlipAngle": 30, + "PartialFourier": 1, + "BaseResolution": 448, + "ShimSetting": [ + 646, + -7447, + -9134, + -960, + -22, + 1948, + 967, + -33 ], + "TxRefAmp": 280.893, + "PhaseResolution": 1, + "ReceiveCoilName": "HeadNeck_64", + "ReceiveCoilActiveElements": "HC7;NC1,2", + "PulseSequenceDetails": "%SiemensSeq%_medic", + "ConsistencyInfo": "N4_VE11C_LATEST_20160120", + "PercentPhaseFOV": 100, + "EchoTrainLength": 3, + "PhaseEncodingSteps": 447, + "AcquisitionMatrixPE": 448, + "ReconMatrixPE": 448, + "ParallelReductionFactorInPlane": 2, + "PixelBandwidth": 260, + "DwellTime": 4.3e-06, + "PhaseEncodingDirection": "j-", + "ImageOrientationPatientDICOM": [ + 1, + -1.11898e-05, + 6.79104e-05, + 6.83363e-08, + 0.986856, + 0.161602 ], + "InPlanePhaseEncodingDirectionDICOM": "COL", + "ConversionSoftware": "dcm2niix", + "ConversionSoftwareVersion": "v1.0.20180622 (JP2:OpenJPEG) GCC6.1.0" +} diff --git a/sub-unf01/anat/sub-unf01_T2w.json b/sub-unf01/anat/sub-unf01_T2w.json new file mode 100755 index 0000000..5b41ea1 --- /dev/null +++ b/sub-unf01/anat/sub-unf01_T2w.json @@ -0,0 +1,67 @@ +{ + "Modality": "MR", + "MagneticFieldStrength": 3, + "Manufacturer": "Siemens", + "ManufacturersModelName": "Prisma_fit", + "InstitutionName": "IUGM", + "InstitutionalDepartmentName": "Department", + "InstitutionAddress": "Chemin_Queen-Mary_4565_Montreal_District_CA_H3W_1W5", + "DeviceSerialNumber": "167006", + "StationName": "MRC35049", + "BodyPartExamined": "SPINE", + "PatientPosition": "HFS", + "ProcedureStepDescription": "spine_generic", + "SoftwareVersions": "syngo_MR_E11", + "MRAcquisitionType": "3D", + "SeriesDescription": "T2w", + "ProtocolName": "T2w", + "ScanningSequence": "SE", + "SequenceVariant": "SK_SP_OSP", + "ScanOptions": "PFP", + "SequenceName": "_spcR_100", + "ImageType": ["ORIGINAL", "PRIMARY", "M", "NORM", "DIS3D", "DIS2D"], + "SeriesNumber": 3, + "AcquisitionTime": "12:39:2.805000", + "AcquisitionNumber": 1, + "SliceThickness": 0.8, + "SAR": 0.533389, + "EchoTime": 0.12, + "RepetitionTime": 1.5, + "FlipAngle": 120, + "PartialFourier": 1, + "BaseResolution": 320, + "ShimSetting": [ + 620, + -7194, + -9127, + 77, + 28, + -20, + -10, + -23 ], + "TxRefAmp": 283.131, + "PhaseResolution": 1, + "PhaseOversampling": 0.8, + "ReceiveCoilName": "Spine_32", + "ReceiveCoilActiveElements": "HC5-7;NC1,2;SP1", + "PulseSequenceDetails": "%SiemensSeq%_tse_vfl", + "ConsistencyInfo": "N4_VE11C_LATEST_20160120", + "PercentPhaseFOV": 100, + "EchoTrainLength": 76, + "PhaseEncodingSteps": 422, + "AcquisitionMatrixPE": 320, + "ReconMatrixPE": 320, + "ParallelReductionFactorInPlane": 3, + "PixelBandwidth": 625, + "DwellTime": 2.5e-06, + "ImageOrientationPatientDICOM": [ + 0, + 1, + 4.897e-12, + 0, + 4.897e-12, + -1 ], + "InPlanePhaseEncodingDirectionDICOM": "COL", + "ConversionSoftware": "dcm2niix", + "ConversionSoftwareVersion": "v1.0.20180622 (JP2:OpenJPEG) GCC6.1.0" +} From b021f8923d6085048175e088fd794b76c92451b9 Mon Sep 17 00:00:00 2001 From: lrouhier Date: Fri, 7 Aug 2020 14:49:13 -0400 Subject: [PATCH 16/19] typo and rm extra text --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index e27863e..8df8ace 100644 --- a/README.md +++ b/README.md @@ -2,7 +2,7 @@ Light-weighted data for testing/tutorial # Content -* sub-unf01: Bids folder with multiple contrast (T2w,T2star and T1w). Original image from [ivadomed spine generic example repo](https://github.com/ivadomed/data_example_spinegeneric/releases/tag/r20200907) resampled to 1mm isotropic and converted to float32 to reduce repo size. Images were croped alongside the IS axis to keep slices between z=10 and z=20. Subject was randomly selected among the available subjects.Images are oriented according to RPI convention and were cropped with the following boynding box x=[50, 181], y=[60, 201], z=[10, 26]. +* sub-unf01: Bids folder with multiple contrast (T2w,T2star and T1w). Original image from [ivadomed spine generic example repo](https://github.com/ivadomed/data_example_spinegeneric/releases/tag/r20200907) resampled to 1mm isotropic and converted to float32 to reduce repo size. Subject was randomly selected among the available subjects. Images are oriented according to RPI convention and were cropped with the following bounding box x=[50, 181], y=[60, 201], z=[10, 26]. * derivatives/labels/sub-unf01: derivatives folder with seg-manual labels for all contrasts (from [ivadomed spine generic example repo](https://github.com/ivadomed/data_example_spinegeneric/releases/tag/r20200907)), labels-disc-manual labels for T2w (manually created with a dummy point), lesion-manual label for all contrasts, which are manullay created dummy segmentation. All images were resampled to 1mm isotropic and converted to float 32. Images are oriented according to RPI convention and were cropped with the following boynding box x=[50, 181], y=[60, 201], z=[10, 26]. * bounding\_box.json: dictionnary to test certain function from ivadomed/scripts/bounding\_box.py. * dataset\_description.json: needed file to descript dataset. From 3003ee6e472cd47cee92485988eaf14902b57b43 Mon Sep 17 00:00:00 2001 From: Julien Cohen-Adad Date: Fri, 7 Aug 2020 15:23:12 -0400 Subject: [PATCH 17/19] Update README.md --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 8df8ace..5a7e47c 100644 --- a/README.md +++ b/README.md @@ -2,8 +2,8 @@ Light-weighted data for testing/tutorial # Content -* sub-unf01: Bids folder with multiple contrast (T2w,T2star and T1w). Original image from [ivadomed spine generic example repo](https://github.com/ivadomed/data_example_spinegeneric/releases/tag/r20200907) resampled to 1mm isotropic and converted to float32 to reduce repo size. Subject was randomly selected among the available subjects. Images are oriented according to RPI convention and were cropped with the following bounding box x=[50, 181], y=[60, 201], z=[10, 26]. -* derivatives/labels/sub-unf01: derivatives folder with seg-manual labels for all contrasts (from [ivadomed spine generic example repo](https://github.com/ivadomed/data_example_spinegeneric/releases/tag/r20200907)), labels-disc-manual labels for T2w (manually created with a dummy point), lesion-manual label for all contrasts, which are manullay created dummy segmentation. All images were resampled to 1mm isotropic and converted to float 32. Images are oriented according to RPI convention and were cropped with the following boynding box x=[50, 181], y=[60, 201], z=[10, 26]. +* sub-unf01: BIDS folder with multiple contrast (T2w, T2star and T1w). Original image from [ivadomed spine generic example repo](https://github.com/ivadomed/data_example_spinegeneric/releases/tag/r20200907) resampled to 1mm isotropic and converted to float32 to reduce repo size. Subject was randomly selected among the available subjects. Images are oriented according to RPI convention and were cropped with the following bounding box x=[50, 181], y=[60, 201], z=[10, 26]. +* `derivatives/labels/sub-unf01`: derivatives folder with `_seg-manual` segmentations for all contrasts (from [ivadomed spine generic example repo](https://github.com/ivadomed/data_example_spinegeneric/releases/tag/r20200907)), lesion-manual label for all contrasts, which are manullay created dummy segmentation. All images were resampled to 1mm isotropic and converted to float 32. Images are oriented according to RPI convention and were cropped with the following boynding box x=[50, 181], y=[60, 201], z=[10, 26]. * bounding\_box.json: dictionnary to test certain function from ivadomed/scripts/bounding\_box.py. * dataset\_description.json: needed file to descript dataset. * participants.csv: table with subject names and potential metadata. From 3ae4c1fcb90d66fb4fb3412c53c773a1458933e0 Mon Sep 17 00:00:00 2001 From: Julien Cohen-Adad Date: Fri, 7 Aug 2020 15:32:49 -0400 Subject: [PATCH 18/19] Clarified README --- README.md | 15 ++++++++++----- 1 file changed, 10 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index 5a7e47c..46dcbac 100644 --- a/README.md +++ b/README.md @@ -3,8 +3,13 @@ Light-weighted data for testing/tutorial # Content * sub-unf01: BIDS folder with multiple contrast (T2w, T2star and T1w). Original image from [ivadomed spine generic example repo](https://github.com/ivadomed/data_example_spinegeneric/releases/tag/r20200907) resampled to 1mm isotropic and converted to float32 to reduce repo size. Subject was randomly selected among the available subjects. Images are oriented according to RPI convention and were cropped with the following bounding box x=[50, 181], y=[60, 201], z=[10, 26]. -* `derivatives/labels/sub-unf01`: derivatives folder with `_seg-manual` segmentations for all contrasts (from [ivadomed spine generic example repo](https://github.com/ivadomed/data_example_spinegeneric/releases/tag/r20200907)), lesion-manual label for all contrasts, which are manullay created dummy segmentation. All images were resampled to 1mm isotropic and converted to float 32. Images are oriented according to RPI convention and were cropped with the following boynding box x=[50, 181], y=[60, 201], z=[10, 26]. -* bounding\_box.json: dictionnary to test certain function from ivadomed/scripts/bounding\_box.py. -* dataset\_description.json: needed file to descript dataset. -* participants.csv: table with subject names and potential metadata. -* temporary\_results.csv: Used to test ivadomed/scripts/compare\_models.py. +* `derivatives/labels/sub-unf01`: derivatives folder with the following labels: + * `_seg-manual`: spina cord segmentations for all contrasts, + * `_lesion-manual`: dummy labels which are supposed to represent lesion segmentation. WARNING: these are *not* actual lesion segmentations, but are only here for the purpose of testing the workflow of `ivadomed` codebase. + * `_labels-disc-manual`: dummy label (single voxel), which is supposed to represent disc label. WARNING: this is *not* an actual label that represent the anatomy, but is only here for the purpose of testing the workflow of `ivadomed` codebase. + +All images were resampled at 1mm isotropic and converted to Float32. Images were oriented according to RPI convention and were cropped with the following bounding box: x=[50, 181], y=[60, 201], z=[10, 26]. +* bounding\_box.json: dictionary to test a specific function from `ivadomed/scripts/bounding_box.py`. +* dataset\_description.json: this file is needed to described the dataset. +* participants.csv: table with subject name and potential metadata. +* temporary\_results.csv: Used to test `ivadomed/scripts/compare_models.py`. From 3496c764608f90ed25c7fc6f1fba74529adad2f2 Mon Sep 17 00:00:00 2001 From: Julien Cohen-Adad Date: Fri, 7 Aug 2020 15:35:53 -0400 Subject: [PATCH 19/19] Update README.md --- README.md | 8 +++----- 1 file changed, 3 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index 46dcbac..c06d402 100644 --- a/README.md +++ b/README.md @@ -2,13 +2,11 @@ Light-weighted data for testing/tutorial # Content -* sub-unf01: BIDS folder with multiple contrast (T2w, T2star and T1w). Original image from [ivadomed spine generic example repo](https://github.com/ivadomed/data_example_spinegeneric/releases/tag/r20200907) resampled to 1mm isotropic and converted to float32 to reduce repo size. Subject was randomly selected among the available subjects. Images are oriented according to RPI convention and were cropped with the following bounding box x=[50, 181], y=[60, 201], z=[10, 26]. +* sub-unf01: BIDS folder with multiple contrast (T2w, T2star and T1w). Original image and derivatives (see below) from [ivadomed spine generic example repo](https://github.com/ivadomed/data_example_spinegeneric/releases/tag/r20200907) were resampled to 1mm isotropic and converted to Float32 to reduce repo size. Subject was randomly selected among the available subjects. Images were oriented according to RPI convention and were cropped with the following bounding box: x=[50, 181], y=[60, 201], z=[10, 26]. * `derivatives/labels/sub-unf01`: derivatives folder with the following labels: - * `_seg-manual`: spina cord segmentations for all contrasts, - * `_lesion-manual`: dummy labels which are supposed to represent lesion segmentation. WARNING: these are *not* actual lesion segmentations, but are only here for the purpose of testing the workflow of `ivadomed` codebase. + * `_seg-manual`: spinal cord segmentations for all contrasts, + * `_lesion-manual`: dummy labels which are supposed to represent lesion segmentation. WARNING: these are *not* actual lesion segmentations, but are only here for the purpose of testing the workflow of `ivadomed` codebase. * `_labels-disc-manual`: dummy label (single voxel), which is supposed to represent disc label. WARNING: this is *not* an actual label that represent the anatomy, but is only here for the purpose of testing the workflow of `ivadomed` codebase. - -All images were resampled at 1mm isotropic and converted to Float32. Images were oriented according to RPI convention and were cropped with the following bounding box: x=[50, 181], y=[60, 201], z=[10, 26]. * bounding\_box.json: dictionary to test a specific function from `ivadomed/scripts/bounding_box.py`. * dataset\_description.json: this file is needed to described the dataset. * participants.csv: table with subject name and potential metadata.

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