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Systems immunology : an introduction to modeling methods for scientists /
"New experimental techniques in immunology have produced large and complex data sets that require quantitative modeling for analysis. This book provides a complete overview of computational immunology, from basic concepts to mathematical modeling at the single molecule, cellular, organism, and...
| Awduron Eraill: | , |
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| Fformat: | Printed Book |
| Iaith: | English |
| Cyfres: | Foundations of biochemistry and biophysics.
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| Pynciau: |
Tabl Cynhwysion:
- Introduction to basic concepts in immunology / Roxana Khazen and Salvatore Valitutti
- Overview of mechanistic modeling: techniques, approximations, and assumptions / Steven M. Abel
- The fundamentals of statistical data analysis / William C.L. Stewart
- Using data to guide model construction: application of principal component analysis and related methods in immunology research / Kathryn Miller-Jensen
- An introduction to rule-based modeling of immune receptor signaling / John A.P. Sekar, James R. Faeder
- Boolean models in immunology / Reinhard Laubenbacher and Elena Dimitrova
- From evolutionary computation to phenotypic spandrels: inverse problem for immune ligand recognition / Paul François and Mathieu Hemery
- Zen and the art of parameter estimation in systems biology / Christopher R. Myers
- Spatial kinetics in immunological modeling / Daniel Coombs and Byron Goldstein
- Analysis and modeling of single cell data / Derya Altintan, Jascha Diemer, and Heinz Koeppl
- Quantifying lymphocyte receptor diversity / Thierry Mora and Aleksandra M. Walczak
- Antigen receptor diversification during immune responses / Miri Michaeli and Ramit Mehr
- Quantitative modeling of mast cell signaling / Lily A. Chylek, David A. Holowka, Barbara A. Baird, and William S. Hlavacek
- Physical models in immune signaling / Jayajit Das
- Population dynamics of host and pathogens / Amber M. Smith, Ruy M. Ribeiro, and Alan S. Perelson
- Viral fitness landscapes: a physical sciences perspective / Gregory R. Hart and Andrew L. Ferguson
- A wish-list for modeling immunological synapses / Michael L. Dustin.