Data Mining for Biomarker Discovery

Data Mining for Biomarker Discovery

Panos M. Pardalos , Petros Xanthopoulos , Michalis Zervakis
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2014 · 영어 · 페이퍼백 · 4 editions
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설명

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.

책 세부 정보

형식 페이퍼백
페이지 260 페이지
언어 영어
출판됨 Apr 12, 2014
출판사 Springer
2012
ISBN-10 1489996435
ISBN-13 9781489996435
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