How does AICpred work?
AICpred uses machine learning models trained on experimentally-tested TLR4-MyD88 inhibitors to predict the inhibitive capacity of small anti-inflammatory molecules against the TLR4 receptor.”
AICpred uses machine learning models trained on experimentally-tested TLR4-MyD88 inhibitors to predict the inhibitive capacity of small anti-inflammatory molecules against the TLR4 receptor.”
Yes. This web app is completely free.
No personal data is collected. Users only need to provide data on the compound.
No. Anyone can use this web app as long as they have their data.
The XGBoost model was able to predict all experimentally validated inhibitors of TLR4 as active with a confidence range of 0.83-1.00.
In case of any feedback or issues, please contact any member of the team at cskakafia@st.ug.edu.gh, skkwofie@ug.edu.gh, oagyapomg@gmail.com, lfry-nartey@st.ug.edu.gh