🦠 Model Request: AntiMalarial activity

[GemmaTuron]

Model Name

Antimalarial activity (MMV)

Model Description

Prediction of the in vitro antimalarial potential of small molecules. This model has been developed by Ersilia thanks to experimental data provided by MMV. The model provides the probability of inhibition of the malaria parasite (NF54) measured both as percentage of inhibition (with luminescence and LDH) and IC50. 5-fold crossvalidation of the models shows AUROC>0.75 in all models.

Slug

malaria-mmv

Tag

Malaria,P.falciparum,IC50

Publication

https://ersilia.io

Source Code

https://github.com/ersilia-os/lazy-qsar

License

GPL-3.0

[GemmaTuron]

/approve

[github-actions[bot]]

New Model Repository Created! 🎉

@GemmaTuron ersilia model respository has been successfully created and is available at:

🔗 ersilia-os/eos4rta

Next Steps ⭐

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Note: Many of the bullet points below will have extra links if this is your first time contributing to a GitHub repository

• 🍴 Get started by creating a fork of your new model repository - docs
• 👯 Clone your forked repository - docs
• ✏️ Make edits to your new forked model repository - docs - Edits might include:
  • Updating the README.md file to accurately describe your model
  • Add source code for your model
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• 🚀 Open a Pull Request from your forked repository to the original repository. This will allow you to bring your local changes into the new ersilia model repository that was just created! - docs

Additional Resources 📚

• CONTRIBUTING.md
• About Pull Requests
• About Forks

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[GemmaTuron]

this model is incorporated!