[Modeling and Simulation in Science, Engineering and Technology] Mathematical Modeling of Biological Systems || Predicting Gene Expression from Combined Expression and Promoter Profile Similarity with Application to Missing Value Imputation
✍ Scribed by Deutsch, Andreas; Brusch, Lutz; Byrne, Helen; Vries, Gerda de; Herzel, Hanspeter
- Book ID
- 120493278
- Publisher
- Birkhäuser Boston
- Year
- 2007
- Tongue
- English
- Weight
- 207 KB
- Edition
- 2007
- Category
- Article
- ISBN
- 0817645578
No coin nor oath required. For personal study only.
✦ Synopsis
This two-volume, interdisciplinary work is a unified presentation of a broad range of state-of-the-art topics in the rapidly growing field of mathematical modeling in the biological sciences. Highlighted throughout both works are mathematical and computational approaches to examine central problems in the life sciences, ranging from the organizational principles of individual cells to the dynamics of large populations.
Volume I covers a number of areas, including:
* Cellular Biophysics
* Regulatory Networks
* Developmental Biology
* Biomedical Applications
* Data Analysis and Model Validation
Volume II examines a diverse range of subjects, including:
* Epidemiology
* Evolution and Ecology
* Immunology
* Neural Systems and the Brain
* Innovative Mathematical Methods and Education
Both volumes will be excellent reference texts for a broad audience of researchers, practitioners, and advanced students in this rapidly growing field at the intersection of applied mathematics, experimental biology and medicine, computational biology, biochemistry, computer science, and physics.