Data Mining for Biomarker Discovery

Data Mining for Biomarker Discovery

Panos M. Pardalos , Petros Xanthopoulos , Michalis Zervakis
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2014 · Inglese · Brossura · 4 editions
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Descrizione

In the realm of biomedical research, the quest for reliable biomarkers is pivotal for advancing diagnostics and treatment strategies. This work delves into data mining techniques, offering a comprehensive exploration of how these methodologies can be applied to uncover significant biomarkers. The author, Panos M. Pardalos, draws from his extensive background to guide readers through sophisticated algorithms and statistical approaches, demonstrating their effectiveness in sifting through vast datasets.

The narrative emphasizes the intersection of computer science and biology, illustrating how modern technology can illuminate patterns that were previously obscured by complexity. By presenting real-world examples and case studies, Pardalos not only showcases the practical applications of data mining but also emphasizes its transformative potential in medical research. The blend of theory and practice equips readers with valuable insights into the innovative techniques driving forward the frontier of biomarker discovery.

Overall, this work serves as both a reference for researchers and a resource for practitioners seeking to harness data mining capabilities. The rich discussions and methodologies presented ensure that readers are well-prepared to tackle the challenges of biomarker identification in their own work.

Dettagli del libro

Formato Brossura
Pagine 260
Lingua Inglese
Pubblicato Apr 12, 2014
Editore Springer
Edizione 2012
Edizioni 4 editions
ISBN-10 1489996435
ISBN-13 9781489996435
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