Restoration using DRug for targeting Unbalanced Gene
Prediction of effect complementation (anti-symmetricity) of drug and disease using transcriptome
Database with hundreds of disease cohorts and tens of thousands of chemical data
ONCO 3D scoring system
Accurate gene expression alteration scoring system for drug or disease, using various metrics
Scoring anti-symmetricity of diseases and drugs using various algorithms, and integrating them to search optimal disease or drug.
Cell-tissue similarity-based fine-tuning
Scoring anti-symmetricity with integrating various cell line-based experimental results via cell-tissue similarity. Cell-tissue similarity-based integration method is necessary for accurate prediction, as drug effect data are derived by cell line and disease effect data are from human tissue.
Combinatorial drug screening
Prediction of the best synergetic effect of two drugs and searching the optimal combinatorial ratio.
Oncocross AI platform identifies the optimal disease indications and drugs.