Workflows
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An example how ISCC codes can be used to verify image analysis steps
Associated Tutorial
This workflows is part of the tutorial Content Tracking and Verification in Galaxy Workflows with ISCC-SUM, available in the GTN
Features
- Includes Galaxy Workflow Tests
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This workflow is executing a BiaPy workflow using a YAML file where the model selection is predefined.
Associated Tutorial
This workflows is part of the tutorial Execute a BiaPy workflow in Galaxy, available in the GTN
Features
- Includes Galaxy Workflow Tests
...
Type: Snakemake
Creators: Luis F. Delgado, Júlia Ortís Sunyer, Paul Wilmes
Submitter: Júlia Ortís Sunyer
The workflow takes a trimmed long reads collection, and Forward/Reverse HiC reads to run Hifiasm in HiC phasing mode. It produces both Pri/Alt and Hap1/Hap2 assemblies, and runs all the QC analysis (gfastats, BUSCO, and Merqury). The default Hifiasm purge level is aggressive (l3).
The workflow takes a (trimmed) Long reads collection, runs Meryl to create a K-mer database, Genomescope2 to estimate genome properties and Smudgeplot to estimate ploidy (optional). The main results are K-mer database and genome profiling plots, tables, and values useful for downstream analysis. Default K-mer length and ploidy for Genomescope are 31 and 2, respectively.
Hep_Ploidy_protocol
This is the ploidy identification workflow from the article "Stereo-cell Deciphers the Spatial and Functional Heterogeneity of Polyploid Hepatocytes". The method employs deep learning techniques: Cellpose & StarDist to accurately identify DAPI fluorescence-stained images and brightfield images, respectively. It acquires detailed information on the morphological characteristics and spatial localization of nuclei and cells, which serves as the core process for hepatocyte ...
Type: Unrecognized workflow type
Creators: Jiahui Luo, Shijie Hao, Yongqing Yang, Zhi Huang
Submitter: Jiahui Luo