Theoretical part (based on 4 lectures): 1. 3 phases of drug action 2. Basic directions of computer-aided drug design (RI and RD) 3. 1D-4D drug models 4. Types of molecular surfaces... Theoretical part (based on 4 lectures): 1. 3 phases of drug action 2. Basic directions of computer-aided drug design (RI and RD) 3. 1D-4D drug models 4. Types of molecular surfaces 5. Receptor theories in molecular modeling 6. Agonist, antagonist, reverse antagonist 7. Receptor and drug databases 8. Pharmacophore, 0D and 1D-QSAR 9. Drug lipophilicity as a molecular descriptor 10. Partition coefficient P 11. Lipophilicity constant 12. Construction of an artificial neuron 13. Types of neural networks 14. Supervised learning method (delta rule) 15. Unsupervised learning method (Hebb's rule) 16. Kohonen network characteristics 17. Goals of telemedicine 18. Telecardiology – goals and methods of implementation 19. Measurement scales in statistics for qualitative and quantitative data 20. The concepts of population and statistical sample 21. Characteristics of a representative sample 22. Types of measurement errors in statistics 23. Accuracy vs. precision 24. Measures of location (central tendency) used in statistics 25. Dispersion measures used in statistics 26. Data preprocessing (scaling, centering, standardization) 27. Statistical hypothesis testing steps 28. Determination of the arithmetic mean, weighted arithmetic mean, mode, median for a given medical data vector 29. Comparison of standard deviations in two samples 30. Normal distribution characteristics, 3 sigma rule 31. Confidence interval for the arithmetic mean determination 32. Student's t-distribution characteristics 33. Error of type I and II comparison 34. Statistical tests, Statistics calculations, critical areas specification 35. Correlation coefficient value range and interpretation 36. Regression analysis method basics.
Understand the Problem
The question presents a comprehensive list of topics related to drug action, computer-aided drug design, molecular modeling, telemedicine, and statistics. It appears to be an outline for theoretical study or review, likely part of a homework assignment or academic preparation.
Answer
Theoretical lectures cover drug action phases, CAD directions, drug models, molecular surfaces, receptor theories, drug databases, pharmacophore, lipophilicity, neural networks, telemedicine, statistics, hypothesis testing, distribution, and errors.
The theoretical part of the lectures covers the following topics: phases of drug action, computer-aided drug design directions, 1D-4D drug models, molecular surfaces, receptor theories, types of drug interactions, databases, pharmacophore, QSAR, lipophilicity concepts, neural networks, telemedicine, statistical methods, hypothesis testing, distribution characteristics, correlation, regression, and measurement errors.
Answer for screen readers
The theoretical part of the lectures covers the following topics: phases of drug action, computer-aided drug design directions, 1D-4D drug models, molecular surfaces, receptor theories, types of drug interactions, databases, pharmacophore, QSAR, lipophilicity concepts, neural networks, telemedicine, statistical methods, hypothesis testing, distribution characteristics, correlation, regression, and measurement errors.
More Information
This extensive list of topics provides a comprehensive overview of key concepts in pharmacology, computer-aided drug design, bioinformatics, and statistics, aimed at students or professionals looking to deepen their understanding of drug-related processes and analysis.
AI-generated content may contain errors. Please verify critical information
