Predictive Modeling in Biomedical Data Mining and Analysis

Predictive Modeling in Biomedical Data Mining and Analysis

Sudipta Roy , Lalit Mohan Goyal , Valentina Emilia Balas
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Sep 9, 2022 · 영어 · 페이퍼백 (344 페이지)
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책 세부 정보

형식 페이퍼백
페이지 344
언어 영어
출판됨 Sep 9, 2022
출판사 Academic Press
ISBN-10 032399864X
ISBN-13 9780323998642

설명

In the realm of biomedical research, the quest for deeper insights into complex data sets is ever-growing. This book serves as a comprehensive guide, shedding light on the significant strides made in predictive modeling techniques tailored specifically for biomedical data mining and analysis. The authors, with their diverse expertise, delve into how predictive analytics can unveil hidden patterns and trends, ultimately enhancing the understanding of health-related phenomena.

The text not only explores the theoretical frameworks behind these advanced methodologies but also illustrates practical applications in real-world scenarios. Through well-researched case studies and examples, the authors present a blend of statistical and computational approaches that drive innovation in healthcare solutions. Readers will find insightful discussions about the role of machine learning and data science in interpreting vast amounts of biological data, giving them the tools to navigate this evolving landscape.

As the healthcare industry moves towards data-driven decision-making, this work emphasizes the importance of accuracy and reliability in predictive modeling. It serves as an indispensable resource for researchers, practitioners, and students eager to explore the intersection of technology and health, guiding them through the complexities of data analytics with clarity and precision.

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