Modeling Cancer Progression and the Effects of Treatment
Mathematical, Statistical and Computational Methodologies with Clinical Perspectives
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Beschreibung
This book presents a heterodox approach to studying cancer progression in an individual patient and assessment of the effects of treatment. The book combines methodological, mathematical, statistical and computational sides of cancer modeling with biomedical and clinical insights. Understanding cancer-related processes through mathematical modeling reveals unobservable aspects of the natural history of cancer and unexpected effects of treatment. The book also gives an unvarnished account of what stands in the way of winning the war on cancer.
Autor*in
Leonid Hanin
Themen in »Modeling Cancer Progression and the Effects of Treatment«
Primäres Tumorwachstum Metastasierung Identifizierbarkeit stochastischer Modelle Maximale Wahrscheinlichkeit Cancer natural history primary tumor growth metastasis effects of cancer treatment mathematical statistical and computational methodology identifiability of stochastic models maximum likelihood clinical trials.