Introduction to drug design
Drug development process
The role of computational methods in the discovery and optimization of drugs
Ligand-based approaches
- Molecular representation
- Property and descriptor calculation
- Similarity and diversity
- QSAR and Machine learning methods
- The pharmacophore model
Structure-based approaches
- 3D structure of macromolecules: the PDB
- Homology modeling and AI
- Docking and scoring
- Molecular dynamics
Virtual screening
- Screening approaches
- Virtual libraries
- Criteria for the compound selection
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Advanced methods in medicinal chemistry
- Fragment-based approaches
- DNA-encoded libraries
- PROTACs
Computer practice exercises on a case study