Predictive Modeling in Biomedical Data Mining and Analysis is popular PDF and ePub book, written by Sudipta Roy in 2022-08-28, it is a fantastic choice for those who relish reading online the Science genre. Let's immerse ourselves in this engaging Science book by exploring the summary and details provided below. Remember, Predictive Modeling in Biomedical Data Mining and Analysis can be Read Online from any device for your convenience.
Predictive Modeling in Biomedical Data Mining and Analysis Book PDF Summary
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. Includes predictive modeling algorithms for both Supervised Learning and Unsupervised Learning for medical diagnosis, data summarization and pattern identification Offers complete coverage of predictive modeling in biomedical applications, including data visualization, information retrieval, data mining, image pre-processing and segmentation, mathematical models and deep neural networks Provides readers with leading-edge coverage of biomedical data processing, including high dimension data, data reduction, clinical decision-making, deep machine learning in large data sets, multimodal, multi-task, and transfer learning, as well as machine learning with Internet of Biomedical Things applications
Detail Book of Predictive Modeling in Biomedical Data Mining and Analysis PDF
- Author : Sudipta Roy
- Release : 28 August 2022
- Publisher : Academic Press
- ISBN : 9780323914451
- Genre : Science
- Total Page : 346 pages
- Language : English
- PDF File Size : 10,5 Mb
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