Chapter 4: Modular design, image biomarkers, and radiomics
Abstract
This chapter introduces themes related to modular software design, bioimage processing, computer vision, and image-annotation, which we will return to in subsequent chapters. Our goal here is to conduct a fairly broad-ranging survey of image-processing and radiomics technologies in contexts such as cardiac care and immuno-oncology, so as to present an empirical background as a precursor to discussing image-annotations and radiomics in a more theoretical vein. We also consider a few examples of computational simulations applied to disease and prognostic models (such as tumor growth) and outline how cellular or tumor-scale simulations can be double-checked via cross-reference against ...
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