Predictive Modeling in Biomedical Data Mining and Analysis
Predictive Modeling in Biomedical Data Mining and Analysis
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Predictive Modeling in Biomedical Data Mining and Analysis is a comprehensive book that explores recent technologies and studies in computational intelligence for biomedical image and data analysis. It covers machine learning techniques, their applications, and their impact on biomedical engineering research, making it an ideal reference for researchers and practitioners in the field.
Format: Paperback / softback
Length: 344 pages
Publication date: 26 August 2022
Publisher: Elsevier Science & Technology
Predictive Modeling in Biomedical Data Mining and Analysis delves into significant technical advancements and groundbreaking research findings in the realm of machine learning applied to biomedical image and data analysis. This comprehensive book explores cutting-edge technologies and studies in preclinical and clinical practice within the field of computational intelligence. The authors present pioneering research in the science of processing, analyzing, and harnessing the full potential of advanced computational machine learning in biomedical image and data analysis. With the widespread application of machine learning to diverse biomedical problems such as automatic image segmentation, image classification, disease classification, fundamental biological processes, and treatments, this book serves as an invaluable reference for experts and practitioners in the field.
Machine Learning techniques have emerged as powerful predictive models for a wide range of applications, including biomedical domains. These techniques have demonstrated remarkable performance across various biomedical engineering research areas. Given the wealth of data in biology and medicine, there is a pressing need for new resources and information to unravel the complexities of these fields.
In conclusion, Predictive Modeling in Biomedical Data Mining and Analysis is a vital resource for researchers, practitioners, and students seeking to stay at the forefront of this rapidly evolving field. By presenting cutting-edge technologies, research findings, and practical applications, this book empowers individuals to leverage machine learning for biomedical image and data analysis, driving innovation and progress in healthcare.
Weight: 724g
Dimension: 191 x 236 x 25 (mm)
ISBN-13: 9780323998642
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