Workflows
What is a Workflow?Filters
The HumanâAI Ledger (HAIL) defines a structured, repeatable workflow for humanâAI collaboration. Through standardized checkpoints and a session ledger, HAIL documents ethical, creative, and procedural context across both human and AI contributions. While AI-generated outputs are inherently non-deterministic, HAIL supports process reproducibility by providing a consistent framework for recording collaboration, facilitating auditability, transparency, and ethical accountability in co-creative AI ...
Type: Unrecognized workflow type
Creators: Evan P. Troendle, BioFAIR Fellowship Programme
Submitter: Evan P. Troendle
Summary
This notebook shows how to integrate genomic and image data resources. This notebook looks at the question Which diabetes related genes are expressed in the pancreas?
Steps:
- Query humanmine.org, an integrated database of Homo sapiens genomic data using the intermine API to find the genes.
- Using the list of found genes, search in the Image Data Resource (IDR) for images linked to the genes, tissue and disease.
We use the intermine Python API ...
POLY_PIPELINE
A data analysis pipeline for STOmics data tailored to polyploid organisms.
Contributing
Contributions are welcome! Please fork the repository and submit a pull request.
See the CONTRIBUTING.md for details.
Main Pipeline (Cluster Execution)
The core scripts are optimized for SGE and PBS clusters execution. They use relative paths and must be run from the POLY_PIPELINE main directory.
Data Input
The input file must be the ...
Type: Snakemake
Creators: Luis F. Delgado, JĂșlia OrtĂs Sunyer, Paul Wilmes
Submitter: JĂșlia OrtĂs Sunyer
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
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