17. Leveraging Artificial Intelligence in Drug Development Flashcards
1
Q
Machine learning
A
a “thing-labeler” & categorizes new things (input: the description of something–> output: what label that that thing should get)
2
Q
Ineffable
A
too extreme to be described in words
- Machine learning and AI “automates the ineffable” & is good at finding patterns in data
3
Q
Found ____ protein-protein interactions in COVID
A
332
4
Q
Humans have about ______different proteins and ______ interactions between them
A
20,000
200 million
5
Q
AI pharmacokinetic inputs
A
- physiology variables (blood flow, body fat composition, etc)
- Drug’s chemical properties
- Drug-specific preclinical information
6
Q
AI pharmacokinetic outputs
A
- Absorption
- Distribution
- Metabolism
- Elimination
7
Q
HumMod
A
“the most complete mathematical model of human physiology ever created”
8
Q
in silico clinical trials
A
clinical trials inside a computer
