Segmentation of Anatomical Structures in Medical Images
1.0

Workflow Type: Galaxy

Associated Tutorial

This workflows is part of the tutorial Segmentation of Anatomical Structures in Medical 3-D Images, available in the GTN

Features

Thanks to...

Workflow Author(s): Leonid Kostrykin

Tutorial Author(s): Leonid Kostrykin

Tutorial Contributor(s): Diana Chiang Jurado, Beatriz Serrano-Solano, Leonid Kostrykin, Saskia Hiltemann

Funder(s): German Network for Bioinformatics Infrastructure Service, Training, Cooperations & Cloud Computing

gtn star logo followed by the word workflows

Inputs

ID Name Description Type
bones_threshold_huv bones_threshold_huv Bones Threshold Value (HU)
  • float
dicom_series dicom_series DICOM Series
  • File[]
y_tol_bones_px y_tol_bones_px Y-Tolerance for Bones Segmentation (pixel)
  • float

Steps

ID Name Description
3 Create header toolshed.g2.bx.psu.edu/repos/bgruening/text_processing/tp_text_file_with_recurring_lines/9.5+galaxy2
4 Compose text parameter value toolshed.g2.bx.psu.edu/repos/iuc/compose_text_param/compose_text_param/0.1.1
5 Convert DICOM to TIFF toolshed.g2.bx.psu.edu/repos/imgteam/highdicom_dicom2tiff/highdicom_dicom2tiff/0.27.0+galaxy0
6 Add "centroid_y" rule Add row toolshed.g2.bx.psu.edu/repos/bgruening/add_line_to_file/add_line_to_file/0.1.0
7 Add "label" rule toolshed.g2.bx.psu.edu/repos/bgruening/add_line_to_file/add_line_to_file/0.1.0
8 Concatenate images or channels toolshed.g2.bx.psu.edu/repos/imgteam/concat_channels/ip_concat_channels/0.5
9 Convert Convert characters1
10 Convert Convert characters1
11 Scale image toolshed.g2.bx.psu.edu/repos/imgteam/scale_image/ip_scale_image/0.25.2+galaxy0
12 Clip image intensities toolshed.g2.bx.psu.edu/repos/imgteam/clip_image/clip_image/0.7.3+galaxy0
13 Threshold image toolshed.g2.bx.psu.edu/repos/imgteam/2d_auto_threshold/ip_threshold/0.25.2+galaxy0
14 Apply ridge filter toolshed.g2.bx.psu.edu/repos/imgteam/ridge_filter/ridge_filter_skimage/0.22.0+galaxy2
15 Convert binary image to label map toolshed.g2.bx.psu.edu/repos/imgteam/binary2labelimage/ip_binary_to_labelimage/0.7.3+galaxy0
16 Threshold image toolshed.g2.bx.psu.edu/repos/imgteam/2d_auto_threshold/ip_threshold/0.25.2+galaxy0
17 Extract image features toolshed.g2.bx.psu.edu/repos/imgteam/2d_feature_extraction/ip_2d_feature_extraction/0.25.2+galaxy1
18 Convert binary image to label map toolshed.g2.bx.psu.edu/repos/imgteam/binary2labelimage/ip_binary_to_labelimage/0.7.3+galaxy0
19 Query Tabular toolshed.g2.bx.psu.edu/repos/iuc/query_tabular/query_tabular/3.3.2
20 Extract image features toolshed.g2.bx.psu.edu/repos/imgteam/2d_feature_extraction/ip_2d_feature_extraction/0.25.2+galaxy1
21 Compute toolshed.g2.bx.psu.edu/repos/devteam/column_maker/Add_a_column1/2.1
22 Query Tabular toolshed.g2.bx.psu.edu/repos/iuc/query_tabular/query_tabular/3.3.2
23 Parse parameter value param_value_from_file
24 Parse parameter value param_value_from_file
25 Replace Text toolshed.g2.bx.psu.edu/repos/bgruening/text_processing/tp_replace_in_line/9.5+galaxy2
26 Replace Text toolshed.g2.bx.psu.edu/repos/bgruening/text_processing/tp_replace_in_line/9.5+galaxy2
27 Filter label map by rules toolshed.g2.bx.psu.edu/repos/imgteam/2d_filter_segmentation_by_features/ip_2d_filter_segmentation_by_features/0.7.3+galaxy1
28 Filter label map by rules toolshed.g2.bx.psu.edu/repos/imgteam/2d_filter_segmentation_by_features/ip_2d_filter_segmentation_by_features/0.7.3+galaxy1

Outputs

ID Name Description Type
segm_bones segm_bones n/a
  • File
segm_aorticbif segm_aorticbif n/a
  • File

Version History

1.0 (earliest) Created 9th Mar 2026 at 13:26 by GTN Bot

Added/updated 4 files


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Created: 9th Mar 2026 at 13:26

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