From 79238343ceb6fc240d6eabc99fb9d14e0bd0682f Mon Sep 17 00:00:00 2001 From: Leonid Kostrykin Date: Thu, 29 Feb 2024 15:55:54 +0100 Subject: [PATCH 1/6] Add `fluorescence-nuclei-segmentation-and-counting` workflow --- .../.dockstore.yml | 0 .../CHANGELOG.md | 0 .../README.md | 0 .../segmentation-and-counting-tests.yml | 0 .../segmentation-and-counting.ga | 342 ++++++++++++++++++ .../test-data/input.tiff | Bin 0 -> 2752773 bytes 6 files changed, 342 insertions(+) create mode 100644 workflows/imaging/fluorescence-nuclei-segmentation-and-counting/.dockstore.yml create mode 100644 workflows/imaging/fluorescence-nuclei-segmentation-and-counting/CHANGELOG.md create mode 100644 workflows/imaging/fluorescence-nuclei-segmentation-and-counting/README.md create mode 100644 workflows/imaging/fluorescence-nuclei-segmentation-and-counting/segmentation-and-counting-tests.yml create mode 100644 workflows/imaging/fluorescence-nuclei-segmentation-and-counting/segmentation-and-counting.ga create mode 100644 workflows/imaging/fluorescence-nuclei-segmentation-and-counting/test-data/input.tiff diff --git a/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/.dockstore.yml b/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/.dockstore.yml new file mode 100644 index 000000000..e69de29bb diff --git a/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/CHANGELOG.md b/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/CHANGELOG.md new file mode 100644 index 000000000..e69de29bb diff --git a/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/README.md b/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/README.md new file mode 100644 index 000000000..e69de29bb diff --git a/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/segmentation-and-counting-tests.yml b/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/segmentation-and-counting-tests.yml new file mode 100644 index 000000000..e69de29bb diff --git a/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/segmentation-and-counting.ga b/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/segmentation-and-counting.ga new file mode 100644 index 000000000..8f05bd8b3 --- /dev/null +++ b/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/segmentation-and-counting.ga @@ -0,0 +1,342 @@ +{ + "a_galaxy_workflow": "true", + "annotation": "This workflow performs segmentation and counting of cell nuclei using fluorescence microscopy images. 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a/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/.dockstore.yml b/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/.dockstore.yml index e69de29bb..e51c75ebe 100644 --- a/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/.dockstore.yml +++ b/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/.dockstore.yml @@ -0,0 +1,12 @@ +version: 1.2 +workflows: +- name: main + subclass: Galaxy + publish: true + primaryDescriptorPath: /segmentation-and-counting.ga + testParameterFiles: + - /segmentation-and-counting-tests.yml + authors: + - name: Leonid Kostrykin + orcid: 0000-0003-1323-3762 + url: https://github.com/kostrykin/ From 62141f5c98160470836c13495ab04ede60d5fa7d Mon Sep 17 00:00:00 2001 From: Leonid Kostrykin Date: Thu, 29 Feb 2024 16:58:20 +0100 Subject: [PATCH 4/6] Add README.md --- .../README.md | 13 +++++++++++++ .../segmentation-and-counting.ga | 3 ++- 2 files changed, 15 insertions(+), 1 deletion(-) diff --git a/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/README.md b/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/README.md index e69de29bb..0893f299a 100644 --- a/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/README.md +++ b/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/README.md @@ -0,0 +1,13 @@ +# Segmentation and counting of cell nuclei in fluorescence microscopy images + +This workflow performs segmentation and counting of cell nuclei using fluorescence microscopy images. The segmentation step is performed using Otsu thresholding (Otsu, 1979). The workflow is based on the tutorial: https://training.galaxyproject.org/training-material/topics/imaging/tutorials/imaging-introduction/tutorial.html + +## Inputs + +1. `input_image`: The fluorescence microscopy images to be segmented. Must be the single image channel, which contains the cell nuclei. + +## Outputs + +1. `overlay_image`: An overlay of the original image and the outlines of the segmentated objects, each also annotated with a unique number. +2. `objects_count`: Table with a single column `objects` and a single row (the actual number of objects). +3. `label_image`: The segmentation result (label map, which contains a unique label for each segmented object). diff --git a/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/segmentation-and-counting.ga b/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/segmentation-and-counting.ga index 8f05bd8b3..962daf4de 100644 --- a/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/segmentation-and-counting.ga +++ b/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/segmentation-and-counting.ga @@ -11,6 +11,7 @@ ], "format-version": "0.1", "license": "MIT", + "release": "0.1", "name": "Segmentation and counting of cell nuclei in fluorescence microscopy images", "steps": { "0": { @@ -339,4 +340,4 @@ "tags": [], "uuid": "8c2d765b-2764-4b66-8542-adc2109c24f2", "version": 10 -} \ No newline at end of file +} From 03f85427f0c01bd4ce4208931235c4f7ebb136bf Mon Sep 17 00:00:00 2001 From: Leonid Kostrykin Date: Thu, 29 Feb 2024 17:01:25 +0100 Subject: [PATCH 5/6] Update README.md --- .../README.md | 12 ++++++++---- 1 file changed, 8 insertions(+), 4 deletions(-) diff --git a/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/README.md b/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/README.md index 0893f299a..60d0a1234 100644 --- a/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/README.md +++ b/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/README.md @@ -2,12 +2,16 @@ This workflow performs segmentation and counting of cell nuclei using fluorescence microscopy images. The segmentation step is performed using Otsu thresholding (Otsu, 1979). The workflow is based on the tutorial: https://training.galaxyproject.org/training-material/topics/imaging/tutorials/imaging-introduction/tutorial.html +![](test-data/overlay_image.png) + ## Inputs -1. `input_image`: The fluorescence microscopy images to be segmented. Must be the single image channel, which contains the cell nuclei. +**`input_image`:** The fluorescence microscopy images to be segmented. Must be the single image channel, which contains the cell nuclei. ## Outputs -1. `overlay_image`: An overlay of the original image and the outlines of the segmentated objects, each also annotated with a unique number. -2. `objects_count`: Table with a single column `objects` and a single row (the actual number of objects). -3. `label_image`: The segmentation result (label map, which contains a unique label for each segmented object). +**`overlay_image`:** An overlay of the original image and the outlines of the segmentated objects, each also annotated with a unique number. + +**`objects_count`:** Table with a single column `objects` and a single row (the actual number of objects). + +**`label_image`:** The segmentation result (label map, which contains a unique label for each segmented object). From f90e0877ff71352294699299808c948336e30fd9 Mon Sep 17 00:00:00 2001 From: Leonid Kostrykin Date: Thu, 29 Feb 2024 17:03:04 +0100 Subject: [PATCH 6/6] Add CHANGELOG.md --- .../CHANGELOG.md | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/CHANGELOG.md b/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/CHANGELOG.md index e69de29bb..2169bdc88 100644 --- a/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/CHANGELOG.md +++ b/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/CHANGELOG.md @@ -0,0 +1,5 @@ +# Changelog + +## [0.1] - 2024-02-29 + +- Creation of workflow for segmentation and counting of cell nuclei in fluorescence microscopy images.

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bytes 6 files changed, 21 insertions(+) delete mode 100644 workflows/imaging/fluorescence-nuclei-segmentation-and-counting/test-data/input.tiff create mode 100644 workflows/imaging/fluorescence-nuclei-segmentation-and-counting/test-data/input_image.tiff create mode 100644 workflows/imaging/fluorescence-nuclei-segmentation-and-counting/test-data/label_image.tiff create mode 100644 workflows/imaging/fluorescence-nuclei-segmentation-and-counting/test-data/objects_count.tabular create mode 100644 workflows/imaging/fluorescence-nuclei-segmentation-and-counting/test-data/overlay_image.png diff --git a/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/segmentation-and-counting-tests.yml b/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/segmentation-and-counting-tests.yml index e69de29bb..35facddc5 100644 --- a/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/segmentation-and-counting-tests.yml +++ b/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/segmentation-and-counting-tests.yml @@ -0,0 +1,19 @@ +- doc: Test outline for segmentation-and-counting.ga + job: + input_image: + class: File + path: test-data/input_image.tiff + filetype: tiff + outputs: + overlay_image: + path: test-data/overlay_image.png + compare: sim_size + delta: 100 + objects_count: + path: test-data/objects_count.tabular + compare: diff + lines_diff: 0 + label_image: + path: test-data/label_image.tiff + compare: sim_size + delta: 100 diff --git a/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/test-data/input.tiff b/workflows/imaging/fluorescence-nuclei-segmentation-and-counting/test-data/input.tiff deleted file mode 100644 index 69e6edee4068b623ba9b54a4700091e36d61784c..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2752773 zcmXt>34B$>^~bgU+S+QZ)z+@IR$HyseP2)!5M)sl5ygdFb_fYsAOy&rn}h^H5<*DW 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