Machine Learning for Drug Discovery (Explained in 2 minutes)

Опубликовано: 03 Декабрь 2024
на канале: Data Professor

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In a little over 2 minutes, I will be explaining how Machine Learning can be used for Drug Discovery. I'll be providing a high-level explanation of this field which is known as Quantitative Structure-Activity Relationship (QSAR). Particularly, chemical structures of compounds are correlated to their biological activity (constituting the action of drugs).

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👇 Selected Papers I've written on QSAR
✅ A practical overview of quantitative structure-activity relationship https://eldorado.tu-dortmund.de/handl...
✅ Best Practices for Constructing Reproducible QSAR Models https://link.springer.com/protocol/10...
✅ Towards the Revival of Interpretable QSAR Models https://link.springer.com/chapter/10....

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