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Handbook of Research on Disease Prediction Through Data Analytics and Machine Learning (Hardcover)
Loot Price: R11,335
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Handbook of Research on Disease Prediction Through Data Analytics and Machine Learning (Hardcover)
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By applying data analytics techniques and machine learning
algorithms to predict disease, medical practitioners can more
accurately diagnose and treat patients. However, researchers face
problems in identifying suitable algorithms for pre-processing,
transformations, and the integration of clinical data in a single
module, as well as seeking different ways to build and evaluate
models. The Handbook of Research on Disease Prediction Through Data
Analytics and Machine Learning is a pivotal reference source that
explores the application of algorithms to making disease
predictions through the identification of symptoms and information
retrieval from images such as MRIs, ECGs, EEGs, etc. Highlighting a
wide range of topics including clinical decision support systems,
biomedical image analysis, and prediction models, this book is
ideally designed for clinicians, physicians, programmers, computer
engineers, IT specialists, data analysts, hospital administrators,
researchers, academicians, and graduate and post-graduate students.
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