Computational Methods in Cell Biology
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Cell biology is the study of cells, the basic building blocks of life. Cell structure, functions, and processes, such as metabolism, signaling, growth, and division, are some of the areas investigated by cell biology. Computational methods help gain a better understanding of cell biology. These methods take advantage of the modern algorithms, and models to understand and predict cellular behaviors. These methods include bioinformatics for genomic and proteomic data analysis for studying protein interactions. The large scale data from experiments is integrated using machine learning and statist...
Cell biology is the study of cells, the basic building blocks of life. Cell structure, functions, and processes, such as metabolism, signaling, growth, and division, are some of the areas investigated by cell biology. Computational methods help gain a better understanding of cell biology. These methods take advantage of the modern algorithms, and models to understand and predict cellular behaviors. These methods include bioinformatics for genomic and proteomic data analysis for studying protein interactions. The large scale data from experiments is integrated using machine learning and statistical techniques to discover patterns and generate hypotheses. Computational methods are important for interpreting the vast amounts of biological data, offering insights that are often unattainable through experimental techniques alone. This book aims to shed light on some of the unexplored aspects of cell biology and the recent researches in this field. The topics herein cover new techniques and the applications of the various computational methods being used in cell biology. This book will prove to be immensely beneficial to students and researchers in this field.
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