Branching Process Models of Cancer Branching Process Models of Cancer

Branching Process Models of Cancer

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وصف الناشر

This volume develops results on continuous time branching processes and applies them to study rate of tumor growth, extending classic work on the Luria-Delbruck distribution. As a consequence, the authors calculate the probability that mutations that confer resistance to treatment are present at detection and quantify the extent of tumor heterogeneity. As applications, the authors evaluate ovarian cancer screening strategies and give rigorous proofs for results of Heano and Michor concerning tumor metastasis. These notes should be accessible to students who are familiar with Poisson processes and continuous time. Richard Durrett is mathematics professor at Duke University, USA. He is the author of 8 books, over 200 journal articles, and has supervised more than 40 Ph.D.

students. Most of his current research concerns the applications of probability to biology: ecology, genetics, and most recently cancer.

النوع
علم وطبيعة
تاريخ النشر
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٢٠ يونيو
اللغة
EN
الإنجليزية
عدد الصفحات
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الناشر
Springer International Publishing
البائع
Springer Nature B.V.
الحجم
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‫م.ب.‬
Stochastic Models With Applications To Genetics, Cancers, Aids And Other Biomedical Systems (Second Edition) Stochastic Models With Applications To Genetics, Cancers, Aids And Other Biomedical Systems (Second Edition)
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Trends in Biomathematics: Modeling Cells, Flows, Epidemics, and the Environment Trends in Biomathematics: Modeling Cells, Flows, Epidemics, and the Environment
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Modeling and Differential Equations in Biology Modeling and Differential Equations in Biology
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Statistical Bioinformatics Statistical Bioinformatics
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The Basic Approach to Age-Structured Population Dynamics The Basic Approach to Age-Structured Population Dynamics
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Modeling Evolution of Heterogeneous Populations Modeling Evolution of Heterogeneous Populations
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Essentials of Stochastic Processes Essentials of Stochastic Processes
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Stochastic Calculus Stochastic Calculus
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Essentials of Stochastic Processes Essentials of Stochastic Processes
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Probability Models for DNA Sequence Evolution Probability Models for DNA Sequence Evolution
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