Artificial Intelligence in Drug Design - Couverture souple

Couverture souple

ISBN 10 : 1071617893 ISBN 13 : 9781071617892

Editeur : Humana, 2022

Synopsis

1. Applications of Artificial Intelligence in Drug Design: Opportunities and Challenges

Morgan Thomas, Andrew Boardman, Miguel Garcia-Ortegon, Hongbin Yang, Chris de Graaf, and Andreas Bender

2. Machine Learning Applied to the Modeling of Pharmacological and ADMET Endpoints

Andreas H. Göller, Lara Kuhnke, Antonius ter Laak, Katharina Meier, and Alexander Hillisch

3. Fighting COVID-19 with Artificial Intelligence

Stefania Monteleone, Tahsin F. Kellici, Michelle Southey, Michael J. Bodkin, and Alexander Heifetz

4. Application of Artificial Intelligence and Machine Learning in Drug Discovery

Rishi R. Gupta

5. Deep Learning and Computational Chemistry

Tim James and Dimitar Hristozov

6. Has Drug Design Augmented by Artificial Intelligence Become a Reality?

Atanas Patronov, Kostas Papadopoulos, and Ola Engkvist

7. Network Driven Drug Discovery

Jonny Wray and Alan Whitmore

8. Predicting Residence Time of GPCR Ligands with Machine Learning

Andrew Potterton, Alexander Heifetz, and Andrea Townsend-Nicholson

9. De Novo Molecular Design with Chemical Language Models

Francesca Grisoni and Gisbert Schneider

10. Deep Neural Networks for QSAR

Yuting Xu

11. Deep Learning in Structure-Based Drug Design

Andrew Anighoro

12. Deep Learning Applied to Ligand-Based De Novo Drug Design

Ferruccio Palazzesi and Alfonso Pozzan

13. Ultra-High Throughput Protein-Ligand Docking with Deep Learning

Austin Clyde

14. Artificial Intelligence and Quantum Computing as the Next Pharma Disruptors

Tânia Cova, Carla Vitorino, Márcio Ferreira, Sandra Nunes, Paola Rondon-Villarreal, and Alberto Pais

15. Artificial Intelligence in Compound Design

Christoph Grebner, Hans Matter, and Gerhard Hessler

16. Artificial Intelligence, Machine Learning, and Deep Learning in Real Life Drug Design Cases

Christophe Muller, Obdulia Rabal Gracia, and Constantino Diaz Gonzalez

17. Artificial Intelligence-Enabled De Novo Design of Novel Compounds that are Synthesizable

Govinda Bhisetti and Cheng Fang

18. Machine Learning from Omics Data

René Rex

19. Deep Learning in Therapeutic Antibody Development

Détails de l'édition

• Éditeur: Humana
• Date d'édition: 2022
• Langue: anglais
• ISBN 10: 1071617893
• ISBN 13: 9781071617892
• Reliure: Broché
• Nombre de pages: 540
• Éditeur: Heifetz Alexander
• Coordonnées du fabricant: ProductSafety@springernature.com; ProductSafety@springernature.com; ; Poststr. 9; Darmstadt; 64293; Allemagne