Biopharmaceutical Informatics
portes grátis
Biopharmaceutical Informatics
Learning to Discover Developable Biotherapeutics
Nixon, Andrew; Kumar, Sandeep
Taylor & Francis Ltd
01/2025
370
Dura
9781032291673
Pré-lançamento - envio 15 a 20 dias após a sua edição
Descrição não disponível.
Foreword
Preface
About the editors
List of contributors
1. Biopharmaceutical Informatics: An Introduction
2. Digital transformation in the biopharmaceutical industry: rebuilding the way we discover complex therapeutics
3. Computational protein design strategies for optimization of antigen generation to drive antibody discovery
4. Bioinformatic Analyses of Antibody Repertoires and Their Roles in Modern Antibody Drug Discovery
5. Applications of Artificial Intelligence and Machine Learning Towards Antibody Discovery and Development
6. From Deep Generative Models to Structure-Based Simulations: Computational Approaches for Antibody Design
7. Computational biophysical analyses of antibody structure-function relationships with emphasis on therapeutic antibody-based biologics
8. Use of molecular simulations to understand structural dynamics of antibodies
9. Considerations of developability during the early stages of antibody drug discovery and design
10. In Silico Approaches to Deliver Better Antibodies by Design - The Past, the Present and the Future
11. Use of systems biology approaches towards target discovery, validation, and drug development
12. Recent advances in PK/PD and Quantitative Systems Pharmacology (QSP) models for biopharmaceuticals
13. The Artificial Intelligence Revolution: Transforming the Design and Optimization of Multispecific Antibodies
Index.
Preface
About the editors
List of contributors
1. Biopharmaceutical Informatics: An Introduction
2. Digital transformation in the biopharmaceutical industry: rebuilding the way we discover complex therapeutics
3. Computational protein design strategies for optimization of antigen generation to drive antibody discovery
4. Bioinformatic Analyses of Antibody Repertoires and Their Roles in Modern Antibody Drug Discovery
5. Applications of Artificial Intelligence and Machine Learning Towards Antibody Discovery and Development
6. From Deep Generative Models to Structure-Based Simulations: Computational Approaches for Antibody Design
7. Computational biophysical analyses of antibody structure-function relationships with emphasis on therapeutic antibody-based biologics
8. Use of molecular simulations to understand structural dynamics of antibodies
9. Considerations of developability during the early stages of antibody drug discovery and design
10. In Silico Approaches to Deliver Better Antibodies by Design - The Past, the Present and the Future
11. Use of systems biology approaches towards target discovery, validation, and drug development
12. Recent advances in PK/PD and Quantitative Systems Pharmacology (QSP) models for biopharmaceuticals
13. The Artificial Intelligence Revolution: Transforming the Design and Optimization of Multispecific Antibodies
Index.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Biopharmaceuticals;Artificial Intelligence and machine learning in drug discovery;Structure-based affinity maturation;Computational methodologies and biophysical techniques;Cost effective drug discovery and development of biotherapeutics;Computational protein design strategies
Foreword
Preface
About the editors
List of contributors
1. Biopharmaceutical Informatics: An Introduction
2. Digital transformation in the biopharmaceutical industry: rebuilding the way we discover complex therapeutics
3. Computational protein design strategies for optimization of antigen generation to drive antibody discovery
4. Bioinformatic Analyses of Antibody Repertoires and Their Roles in Modern Antibody Drug Discovery
5. Applications of Artificial Intelligence and Machine Learning Towards Antibody Discovery and Development
6. From Deep Generative Models to Structure-Based Simulations: Computational Approaches for Antibody Design
7. Computational biophysical analyses of antibody structure-function relationships with emphasis on therapeutic antibody-based biologics
8. Use of molecular simulations to understand structural dynamics of antibodies
9. Considerations of developability during the early stages of antibody drug discovery and design
10. In Silico Approaches to Deliver Better Antibodies by Design - The Past, the Present and the Future
11. Use of systems biology approaches towards target discovery, validation, and drug development
12. Recent advances in PK/PD and Quantitative Systems Pharmacology (QSP) models for biopharmaceuticals
13. The Artificial Intelligence Revolution: Transforming the Design and Optimization of Multispecific Antibodies
Index.
Preface
About the editors
List of contributors
1. Biopharmaceutical Informatics: An Introduction
2. Digital transformation in the biopharmaceutical industry: rebuilding the way we discover complex therapeutics
3. Computational protein design strategies for optimization of antigen generation to drive antibody discovery
4. Bioinformatic Analyses of Antibody Repertoires and Their Roles in Modern Antibody Drug Discovery
5. Applications of Artificial Intelligence and Machine Learning Towards Antibody Discovery and Development
6. From Deep Generative Models to Structure-Based Simulations: Computational Approaches for Antibody Design
7. Computational biophysical analyses of antibody structure-function relationships with emphasis on therapeutic antibody-based biologics
8. Use of molecular simulations to understand structural dynamics of antibodies
9. Considerations of developability during the early stages of antibody drug discovery and design
10. In Silico Approaches to Deliver Better Antibodies by Design - The Past, the Present and the Future
11. Use of systems biology approaches towards target discovery, validation, and drug development
12. Recent advances in PK/PD and Quantitative Systems Pharmacology (QSP) models for biopharmaceuticals
13. The Artificial Intelligence Revolution: Transforming the Design and Optimization of Multispecific Antibodies
Index.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
