GitHub - moucheng2017/MRes_individual_project: [Preprint] Attention Based Diagnosis Support in Neurosurgical Oncology Using Intraoperative Ultrasound Data

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[Preprint] Attention Based Diagnosis Support in Neurosurgical Oncology Using Intraoperative Ultrasound Data

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Name		Name	Last commit message	Last commit date
Latest commit History 15 Commits
ClearFiles.m		ClearFiles.m
CreateTrainingPatchesAllClasses.m		CreateTrainingPatchesAllClasses.m
CreateTrainingPatchesBinaryClasses.m		CreateTrainingPatchesBinaryClasses.m
Dice_coefficient_loss.m		Dice_coefficient_loss.m
Dice_coefficient_loss_v2.m		Dice_coefficient_loss_v2.m
Fb_loss.m		Fb_loss.m
Fb_loss_v2.m		Fb_loss_v2.m
Fb_loss_v3.m		Fb_loss_v3.m
Fb_loss_v4.m		Fb_loss_v4.m
PacthesLabelsGenerate_Semantic_Segmentation.m		PacthesLabelsGenerate_Semantic_Segmentation.m
Preprocessing_before_creating_patches.m		Preprocessing_before_creating_patches.m
Statistical_analysis_3classes.m		Statistical_analysis_3classes.m
Testing_semantic_segmentation.m		Testing_semantic_segmentation.m
Testing_semantic_segmentation_2.m		Testing_semantic_segmentation_2.m
Tversky_loss.m		Tversky_loss.m
add_attention_block_mixed_1.m		add_attention_block_mixed_1.m
add_attention_block_mixed_2.m		add_attention_block_mixed_2.m
add_attention_block_new.m		add_attention_block_new.m
add_attention_block_new_2.m		add_attention_block_new_2.m
add_attention_block_new_3.m		add_attention_block_new_3.m
add_attention_block_new_4.m		add_attention_block_new_4.m
add_attention_block_spatial_1.m		add_attention_block_spatial_1.m
add_attention_block_spatial_2.m		add_attention_block_spatial_2.m
attention_Unet_3stages.m		attention_Unet_3stages.m
attention_Unet_4stages.m		attention_Unet_4stages.m
attention_Unet_5stages.m		attention_Unet_5stages.m
attention_Unet_5stages_literature.m		attention_Unet_5stages_literature.m
attention_Unet_5stages_new.m		attention_Unet_5stages_new.m
attention_Unet_5stages_new_new.m		attention_Unet_5stages_new_new.m
attention_Unet_5stages_new_new_decoder.m		attention_Unet_5stages_new_new_decoder.m
attention_Unet_5stages_v1_2_new.m		attention_Unet_5stages_v1_2_new.m
attention_Unet_5stages_v1_2_new_new.m		attention_Unet_5stages_v1_2_new_new.m
attention_Unet_5stages_v1_3_new.m		attention_Unet_5stages_v1_3_new.m
attention_Unet_5stages_v1_3_new_new.m		attention_Unet_5stages_v1_3_new_new.m
attention_Unet_5stages_v1_4.m		attention_Unet_5stages_v1_4.m
attention_Unet_5stages_v1_4_new.m		attention_Unet_5stages_v1_4_new.m
attention_Unet_5stages_v1_4_new_new.m		attention_Unet_5stages_v1_4_new_new.m
attention_block.m		attention_block.m
attention_block_mixed_1.m		attention_block_mixed_1.m
attention_block_mixed_2.m		attention_block_mixed_2.m
attention_block_new.m		attention_block_new.m
attention_block_new_2.m		attention_block_new_2.m
attention_block_new_3.m		attention_block_new_3.m
attention_block_new_4.m		attention_block_new_4.m
attention_block_spatial_1.m		attention_block_spatial_1.m
attention_block_spatial_2.m		attention_block_spatial_2.m
binary_segmentation_comparison.m		binary_segmentation_comparison.m
blocks_windows.m		blocks_windows.m
classification_distribution_plot.m		classification_distribution_plot.m
classification_performance_analysis_5classes.m		classification_performance_analysis_5classes.m
classify_US.m		classify_US.m
compare_training.m		compare_training.m
compare_training_2.m		compare_training_2.m
connect_skip_connections.m		connect_skip_connections.m
connect_skip_connections_decoder.m		connect_skip_connections_decoder.m
convolutionalUnit.m		convolutionalUnit.m
convolutionalUnit_1.m		convolutionalUnit_1.m
convolutionalUnit_2.m		convolutionalUnit_2.m
convolutionalUnit_3.m		convolutionalUnit_3.m
createLgraphUsingConnections.m		createLgraphUsingConnections.m
createUnet.m		createUnet.m
data_analysis.m		data_analysis.m
decoder_attention.m		decoder_attention.m
decoder_block.m		decoder_block.m
decoder_block_attention.m		decoder_block_attention.m
depthConcatenation.m		depthConcatenation.m
dotproductLayer.m		dotproductLayer.m
dotproductLayer_new.m		dotproductLayer_new.m
fine_tuning_patches.m		fine_tuning_patches.m
freezeWeights.m		freezeWeights.m
generate_results.m		generate_results.m
googlenet_US.m		googlenet_US.m
histogram_different_structures.m		histogram_different_structures.m
images_processing.m		images_processing.m
inception_v2_resnet.m		inception_v2_resnet.m
inverse_attention_block.m		inverse_attention_block.m
large_patch_generation.m		large_patch_generation.m
leaky_relu_Unet.m		leaky_relu_Unet.m
mixup_augmentation.m		mixup_augmentation.m
normalisation_layer.m		normalisation_layer.m
overlay_attention.m		overlay_attention.m
overlay_images.m		overlay_images.m
patch_selection_method.m		patch_selection_method.m
patch_selection_visulization.m		patch_selection_visulization.m
pixel_classification.m		pixel_classification.m
pre_processing.m		pre_processing.m
residual_block.m		residual_block.m
residual_block_decoder.m		residual_block_decoder.m
resnet10_Unet.m		resnet10_Unet.m
resnet10_Unet_attention.m		resnet10_Unet_attention.m
resnet10_Unet_attention_v1_2.m		resnet10_Unet_attention_v1_2.m
resnet10_Unet_attention_v1_2_new.m		resnet10_Unet_attention_v1_2_new.m
resnet10_Unet_attention_v1_3.m		resnet10_Unet_attention_v1_3.m
resnet10_Unet_attention_v1_4.m		resnet10_Unet_attention_v1_4.m
resnet10_Unet_new.m		resnet10_Unet_new.m
resnet12_Unet.m		resnet12_Unet.m
resnet12_Unet_attention.m		resnet12_Unet_attention.m
resnet12_Unet_attention_v1_2.m		resnet12_Unet_attention_v1_2.m
resnet12_Unet_attention_v1_2_new.m		resnet12_Unet_attention_v1_2_new.m
resnet12_Unet_attention_v1_3.m		resnet12_Unet_attention_v1_3.m