invitation to biomathematics raina robeva, james kirkwood [pdf]
An Invitation to Biomathematics by Raina Stefanova Robeva, James R. Kirkwood, Robin Lee Davies, Leon Farhy, Boris P. Kovatchev, Martin Straume, Michael L Johnson
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About this book :-
An Invitation to Biomathematics written by
Raina Stefanova Robeva, James R. Kirkwood, Robin Lee Davies, Leon Farhy, Boris P. Kovatchev, Martin Straume, Michael L Johnson .
This book is essential for all biology and biomathematics courses, this textbook provides students with a fresh perspective of quantitative techniques in biology in a field where virtually any advance in the life sciences requires a sophisticated mathematical approach. An Invitation to Biomathematics, expertly written by a team of experienced educators, offers students a solid understanding of solving biological problems with mathematical applications. This text succeeds in enabling students to truly experience advancements made in biology through mathematical models by containing computer-based hands-on laboratory projects with emphasis on model development, model validation, and model refinement.
The book provides a complete guide for development of quantification skills crucial for applying mathematical methods to biological problems. Includes well-known examples from across disciplines in the life sciences including modern biomedical research. Explains how to use data sets or dynamical processes to build mathematical models. Offers extensive illustrative materials. Written in clear and easy-to-follow language without assuming a background in math or biology. A laboratory manual is available for hands-on, computer-assisted projects based on material covered in the text
Book Detail :-
Title: An Invitation to Biomathematics
Author(s): Raina Stefanova Robeva, James R. Kirkwood, Robin Lee Davies, Leon Farhy, Boris P. Kovatchev, Martin Straume, Michael L Johnson
Publisher: Academic Press
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About Author :-
Raina Stefanova Robeva was born in Sofia, Bulgaria. She holds a PhD in Mathematics from the University of Virginia and has broad research interests spanning theoretical mathematics, applied probability, and systems biology. Robeva is the founding Chief Editor of the journal Frontiers in Systems Biology and the lead author/editor of the books An Invitation to Biomathematics (2008), Mathematical Concepts and Methods in Modern Biology: Using Modern Discrete Models (2013), and Algebraic and Discrete Mathematical Methods for Modern Biology (2015), all published by Academic Press. She is Professor of Mathematical Sciences and Director of the Center for Science and Technology in Society at Sweet Briar College.
Dr. Boris Kovatchev is Professor at the University of Virginia ,Charlottesville, Virginia, United States, School of Medicine and School of Engineering, and founding director of the Center for Diabetes Technology. He has a 30-year track record in mathematical modeling, biosimulation, and algorithm development. Currently, he is Principal Investigator of several projects dedicated to Diabetes Data Science and the development of artificial pancreas and decision support systems, including the large-scale NIH International Diabetes Closed-Loop Trial and the UVA Strategic Investment Fund project "Precision Individualized Medicine for Diabetes". Dr. Kovatchev is author of over 200 peer-reviewed publications and holds 85 patents.
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Book Contents :-
An Invitation to Biomathematics written by
Raina Stefanova Robeva, James R. Kirkwood, Robin Lee Davies, Leon Farhy, Boris P. Kovatchev, Martin Straume, Michael L Johnson
cover the following topics.
Part I—Core Concepts
1. Processes that Change with Time: Introduction to Dynamical Systems
2. Complex Dynamics Emerging from Interacting Dynamical Systems
3. Mathematics in Genetics
4. Quantitative Genetics and Statistics
Part II—Let’s Do Research!
5. Risk Analysis of Blood Glucose Data
6. Predicting Septicemia in Neonates
7. Cooperative Binding: How Your Blood Transports Oxygen
8. Ligand Binding, Data Fitting, and Least-Squares Estimates of Model Parameters
9. Endocrinology and Hormone Pulsatility
10. Endocrine Network Modeling: Feedback Loops and Hormone Oscillations
11. Detecting Rhythms in Confounded Data
12. Using Microarrays to Study Gene Expression Patterns
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