The book presents a list of modern approaches in systems biology with application to cancer research and beyond. It is structured in a didactic form such that the idea of each approach can easily be grasped from the short text and self-explanatory figures. The coverage of topics is diverse: from pathway resources, through methods for data analysis and single data analysis to drug response predictors, classifiers and image analysis using machine learning and artificial intelligence approaches.
Features
- Up to date using a wide range of approaches
- Applicationexample in each chapter
- Online resources with useful applications
Table of Contents
Chapter 1. Pathway Databases and Network Resources in Cancer
Chapter 2. Tumor Microenvironment Studies in Immuno-oncology Research
Chapter 3. Multi-level Data Analysis: Tools and Approaches
Chapter 4. Mathematical Modelling of Signalling Networks in Cancer
Chapter 5. Single Cell Analysis in Cancer
Chapter 6. Patient Stratification and Treatment Response Prediction
Valoraciones
No hay valoraciones aún.