Mathematical Biology I by J.D. Murray
It has been over a decade since the release of the now classic original edition of Murray's Mathematical Biology.

Modeling in the Neurosciences: From Ionic Channels to Neural Networks
Focusing on new mathematical and computer models, techniques and methods, this monograph represents a cohesive and comprehensive treatment of various aspects of the neurosciences from the biophysical, cellular, and network levels.

Mathematical Models in Biology by L. Edelstein-Keshet
Mathematical Models in Biology is an introductory book for readers interested in biological applications of mathematics and modeling in biology.

Generalized Linear Models
This volume describes how to conceptualize, perform, and critique traditional generalized linear models (GLMs) from a Bayesian perspective and how to use modern computational methods to summarize inferences using simulation.

Mathematical Physiology by J. Keener & J. Sneyd
Mathematical Physiology provides an introduction into physiology using the tools and perspectives of mathematical modeling and analysis.

Occupancy Estimation and Modeling: Inferring Patterns and Dynamics of Species Occurrence by D.I. MacKenzie
Occupancy Estimation and Modeling is the first book to examine the latest methods in analyzing presence/absence data surveys.

Spiking Neuron Models by W. Gerstner & W.M. Kistler
This introduction to spiking neurons can be used in advanced-level courses in computational neuroscience, theoretical biology, neural modeling, biophysics, or neural networks.

An Introduction to Systems Biology (Chapman & Hall/Crc Mathematical and Computational Biology Series)
This book presents recently discovered design principles that govern the structure and behavior of biological networks such as gene circuits, highlighting simple, recurring circuit elements that make up the network.

Calculus for Biology and Medicine 2nd Ed. by C. Neuhauser
This volume teaches calculus in the biology context without compromising the level of regular calculus.