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Computational Systems Biology Approaches in Cancer Research

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85,80 81,52

Autor: Kuperstein
Editor: Taylor and Francis
Edición: 1
Páginas: 182
Año edición: 2020
SKU: 9780367344214 Categories ,

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

Peso 0.156 kg

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