DNA Microarrays and Gene Expression: From Experiments to Data Analysis and Modeling

ISBN-13: 9780521176354 / Angielski / Miękka / 2011 / 230 str.

Pierre Baldi; G. Wesley Hatfield

Opis

Massive data acquisition technologies--such as genome sequencing, high-throughput drug screening, and DNA arrays--are in the process of revolutionizing biology and medicine. This concise, user-friendly and interdisciplinary guide to DNA microarray technology is an introduction and a reference for both biologists and computational scientists. The authors describe the underlying technologies and offer an awareness of the "noise" and pitfalls present in the data generated. They also provide an idea of the different data mining techniques and algorithms that are available to interpret data, and the advantages and disadvantages of each in differing situations.