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This book provides a unified framework for various currently
available mathematical models that are used to analyze progression
and regression in cancer development, and to predict its dynamics
with respect to therapeutic interventions. Accurate and reliable
model representations of cancer dynamics are milestones in the
field of cancer research. Mathematical modeling approaches are
becoming increasingly common in cancer research, as these
quantitative approaches can help to validate hypotheses concerning
cancer dynamics and thus elucidate the complexly interlaced
mechanisms involved. Even though the related conceptual and
technical information is growing at an exponential rate, the
application of said information and realization of useful
healthcare devices are lagging behind. In order to remedy this
discrepancy, more interdisciplinary research works and course
curricula need to be introduced in academic, industrial, and
clinical organizations alike. To that end, this book reformulates
most of the existing mathematical models as special cases of a
general model, allowing readers to easily get an overall idea of
cancer dynamics and its modeling. Moreover, the book will help
bridge the gap between biologists and engineers, as it brings
together cancer dynamics, the main steps involved in mathematical
modeling, and control strategies developed for cancer management.
This also allows readers in both medical and engineering fields to
compare and contrast all the therapy-based models developed to date
using a single source, and to identify unexplored research
directions.
This book provides a unified framework for various currently
available mathematical models that are used to analyze progression
and regression in cancer development, and to predict its dynamics
with respect to therapeutic interventions. Accurate and reliable
model representations of cancer dynamics are milestones in the
field of cancer research. Mathematical modeling approaches are
becoming increasingly common in cancer research, as these
quantitative approaches can help to validate hypotheses concerning
cancer dynamics and thus elucidate the complexly interlaced
mechanisms involved. Even though the related conceptual and
technical information is growing at an exponential rate, the
application of said information and realization of useful
healthcare devices are lagging behind. In order to remedy this
discrepancy, more interdisciplinary research works and course
curricula need to be introduced in academic, industrial, and
clinical organizations alike. To that end, this book reformulates
most of the existing mathematical models as special cases of a
general model, allowing readers to easily get an overall idea of
cancer dynamics and its modeling. Moreover, the book will help
bridge the gap between biologists and engineers, as it brings
together cancer dynamics, the main steps involved in mathematical
modeling, and control strategies developed for cancer management.
This also allows readers in both medical and engineering fields to
compare and contrast all the therapy-based models developed to date
using a single source, and to identify unexplored research
directions.
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