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AI in DDI - Coggle Diagram
AI in DDI
Types
Drug-Drug interactions
Drug-Food
Drug-Disease
Drug-Allergy
Drug-Gene
Problems
Hard to predict
millions of different potential interactions
enhanced or new side effects
drop of medication's effect
Overreaction
Beneficiaries
patients
Doctors
pharma companies
hospitals
Market
U.S. health-care system $4.5 billion per year (2005)
4.8% of the admissions in the elderly population
1.7 million reports on serious health outcomes from drug-drug interactions
Risks
databases are not accessible
already established competitors in the market
AI still not capable to solve the problem
Solution
AI prediction of DDI
Assessment of side effects change
Assessment of Medication effect change
Prediction of new side effect
Drug repurposing
Evaluation of drug compatility and doses