Title: Good Machine Learning Practices (GMLP)  
Owner: Vladimir Makarov
Creator: Vladimir Makarov Sept 08, 2019
Last Changed by: Vladimir Makarov Jun 14, 2023
Tiny Link: (useful for email) https://pistoiaalliance.atlassian.net/wiki/x/HwBmQg
Export As: Word · PDF  
Labels
There are no labels assigned to this page.
Outgoing Links
External Links (33)
    https://www.sas.com/en_us/software/model-manager.html
    https://pistoiaalliance.atlassian.net/wiki/spaces/PUB/pages…
    https://www.healthcareproducts.org/ai/working-teams/gmlp/
    https://www.healthcareproducts.org/bias-in-healthcare-artif…
    https://pistoiaalliance.atlassian.net/wiki/spaces/PUB/pages…
    https://mlflow.org/
    https://pistoiaalliance.atlassian.net/wiki/spaces/PUB/pages…
    https://www.fda.gov/media/145022/download
    https://doi.org/10.1038/s41592-021-01205-4
    https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6526255/
    https://pistoiaalliance.atlassian.net/wiki/spaces/PUB/pages…
    https://pistoiaalliance.atlassian.net/wiki/spaces/PUB/pages…
    https://pistoiaalliance.atlassian.net/wiki/spaces/PUB/pages…
    https://www.healthcareproducts.org/ai/working-teams/gmlp/da…
    https://doi.org/10.1016/j.drudis.2021.01.017
    https://pistoiaalliance.atlassian.net/wiki/spaces/PUB/pages…
    https://www.consilium.europa.eu/en/press/press-releases/202…
    https://www.sciencedirect.com/science/article/pii/S13596446…
    https://pistoiaalliance.atlassian.net/wiki/spaces/PUB/pages…
    https://pistoiaalliance.atlassian.net/wiki/spaces/PUB/pages…
    https://www.fda.gov/medical-devices/software-medical-device…
    https://pistoiaalliance.atlassian.net/wiki/spaces/PUB/pages…
    https://pistoiaalliance.atlassian.net/wiki/spaces/PUB/pages…
    https://www.fda.gov/medical-devices/software-medical-device…
    https://pubmed.ncbi.nlm.nih.gov/34108105/
    https://www.gov.uk/government/publications/software-and-ai-…
    https://pistoiaalliance.atlassian.net/wiki/spaces/PUB/pages…
    https://www.federalregister.gov/documents/2020/12/08/2020-2…
    https://pistoiaalliance.atlassian.net/wiki/spaces/PUB/pages…
    https://drive.google.com/drive/u/0/folders/1nGyPGw7N1sDIc-J…
    https://www.fda.gov/science-research/science-and-research-s…
    https://osf.io/eqm9j/
    https://www.healthcareproducts.org/wp-content/uploads/2022/…
Public (2)     Page: FAIR4Clin
    Page: Good Machine Learning Practices (GMLP)