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Predictive Modeling in Biomedical Data Mining and Analysis
Paperback
Medical ReferenceTechnology & EngineeringBiology
ISBN13: 9780323998642
Publisher: Academic Press
Published: Aug 26 2022
Pages: 344
Weight: 1.30
Height: 0.72 Width: 7.50 Depth: 9.25
Language: English
Predictive Modeling in Biomedical Data Mining and Analysis presents major technical advancements and research findings in the field of machine learning in biomedical image and data analysis. The book examines recent technologies and studies in preclinical and clinical practice in computational intelligence. The authors present leading-edge research in the science of processing, analyzing and utilizing all aspects of advanced computational machine learning in biomedical image and data analysis. As the application of machine learning is spreading to a variety of biomedical problems, including automatic image segmentation, image classification, disease classification, fundamental biological processes, and treatments, this is an ideal reference.
Machine Learning techniques are used as predictive models for many types of applications, including biomedical applications. These techniques have shown impressive results across a variety of domains in biomedical engineering research. Biology and medicine are data-rich disciplines, but the data are complex and often ill-understood, hence the need for new resources and information.
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