How to use Machine Learning to explain how drugs work

In this video, I will talk about how machine learning can be used to explain how drugs work.

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#bioinformatics #machinelearning #dataprofessor

[DataProfessor]

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[anjalisetiya]

I wanted to know if we want to apply feature selection on our data, should it be done on the whole data or on training dataset.

[AdityaDebnath-dz]

Thank you sir I absolutely love you work helped me a lot in my research

[saeedr]

Hello professor,
Are ML models addressing ADMET poroperties? My second question is about feature importance. Suppose we find feature importance of a molecules using ML model. How to interpret features that are important, as we know only features in terms of finger prints(because padelpy produces features that are hard to interpret) thank you

[nandinisarker]

Since I have started following your work, it has been very beneficial and learned some interesting application of machine learning. Would it be possible to apply machine learning on cell or gene based therapeutic drug discovery research?

[louislane]

Could you share a video on the writing and publishing steps you and your team will go through?

[Shxshnag]

Thanks for this.. Appreciate.. I would like to know if pubchem id and chembl id the same

[harshitabhargava]

I am studying drug target interactions as my phd topic .using machine learning models as predictors.

[khanhnguyentan]

Hi Professor,
Could you share a video about a machine learning model in drug discovery by using molecular graph ?

[skvali]

Hi professor myself Shaik. Is it possible to work with you