- What are ways to reduce the current costs in drug development? What role can AI and machine learning play in optimizing drug development?

Calvin College

A multi-step process that aims to take a compound created from drug design and distribute it for public use.

Drug Development

U.S. Food and Drug Administration

- 1: Drug Discovery and Development
- 2: Preclinical Research
- 3: Clinical Research 
- 4: FDA Review
- 5: FDA Post-Market Safety Monitoring

Steps in The Drug Development Process

- Artificial intelligence to deep learning (Springer Link)
- Computer Aided Drug Design (CADD) slideshare
- PharmaEducation
- Promiscuous drugs compared to selective drugs (promiscuity can be a virtue)
- OMICS International 
- The Stages of Drug Discovery and Development Process
- U.S. Food and Drug Administration

Drug Development 1Cademy Sources

- What are some specific cases, if any, of these steps not being followed that have passed through FDA regulation anyway? What were the consequences?

- What steps are ignored in designing and marketing illegal drugs? Any steps followed?


Drug Development Steps Not Being Followed?

Refining Drug Development

- Time: 12-15 years
- Money: ~ 1 billion USD

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