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.

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

Science & Math

Baldi, Pierre

Hatfield, G. Wesley

Biological Sciences

Cambridge University Press

<p>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.</p>

See the best price to sell, buy, or rent books by Hatfield, G. Wesley. BookScouter helps to compare book prices from 25+ online bookstores and 30+ buyback vendors with a single search.

Books by Hatfield, G. Wesley

See the best price to sell, buy, or rent books by Hatfield, G. Wesley. BookScouter helps to compare book prices from 25+ online bookstores and 30+ buyback vendors with a single search.

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

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