| Autore |
Satoh Hiroko
|
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa |
Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024
|
| Descrizione fisica |
1 online resource (XII, 357 p. 181 illus., 171 illus. in color.)
|
| Disciplina |
615.19
|
| Soggetto topico |
Medicinal chemistry
Pharmacy
Chemoinformatics
Bioinformatics
Medical informatics
Machine learning
Medicinal Chemistry
Cheminformatics
Health Informatics
Machine Learning
|
| ISBN |
981-9748-28-3
|
| Formato |
Materiale a stampa  |
| Livello bibliografico |
Monografia |
| Lingua di pubblicazione |
eng
|
| Nota di contenuto |
The AI Trends in Chemical Space for Drug Discovery -- Screening Methods for Drugs Using Chemoinformatics Methods for Beginners -- Data-driven Molecular Structure Generation for Inverse QSPR/QSAR Problem -- Materials Informatics with Limited Data -- Primer on Graph Machine Learning -- Subgraph-based Molecular Graph Generation -- Language Models in Molecular Discovery -- Transformers and Large Language Models for Chemistry and Drug Discovery -- Drug Discovery and Drug Repositioning Using Computational Methods -- Two and Three-dimensional Molecular Representations in Ligand-based Approaches -- Electronic-Structure Informatics for Drug Development -- Data-Driven Chemistry for Developing Organic Synthesis Routes for Functional Chemicals -- “Quantum-Chemoinformatics” for Design and Discovery of New Molecules and Reactions -- Toxicity Prediction System for Chemical Substances Based on Toxicity Expression Mechanisms - AI-SHIPS -- Data Assimilation to Integrate High-speed Atomic Force Microscopy with Biomolecular Simulations: Characterization of Drug Target Functions -- Potential of High-Spatiotemporal Resolution Live Cell Imaging for Drug Discovery and Development -- Design of Biomaterials Using Informatics -- Monitoring and Controlling in Continuous Manufacturing Process -- Formulation using Hansen Solubility Parameters.
|
| Record Nr. | UNINA-9910897975903321 |
Info
Drug Development Supported by Informatics / / by Hiroko Satoh ; edited by Kimito Funatsu, Hiroshi Yamamoto
