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Predictive Analytics using MATLAB(R) for Biomedical Applications
Hoofdkenmerken
Auteur: L. Ashok Kumar
Titel: Predictive Analytics using MATLAB(R) for Biomedical Applications
Uitgever: Elsevier S & T
ISBN: 9780443298899
ISBN boekversie: 9780443298882
Editie: 1
Prijs: € 201,42
Verschijningsdatum: 03-10-2024
Inhoudelijke kenmerken
Categorie: Biotechnology
Taal: English
Imprint: Academic Press
Technische kenmerken
Verschijningsvorm: E-book
 

Inhoudsopgave:

\u003ci\u003ePredictive Analytics using MATLAB(R) for Biomedical Applications\u003c/i\u003e is a comprehensive and practical guide for biomedical engineers, data scientists, and researchers on how to use predictive analytics techniques in MATLAB\u003ci\u003e(R) \u003c/i\u003efor solving real-world biomedical problems. The book offers a technical overview of various predictive analytics methods and covers the utilization of MATLAB\u003ci\u003e(R)\u003c/i\u003e for implementing these techniques. It includes several case studies that demonstrate how predictive analytics can be applied to real-world biomedical problems, such as predicting disease progression, analyzing medical imaging data, and optimizing treatment outcomes.\u003cbr\u003e\u003cbr\u003eWith a plethora of examples and exercises, this book is the ultimate tool for reinforcing one\u0026rsquo;s knowledge and skills.\u003cul\u003e\u003cli\u003eCovers various predictive analytics methods, including regression analysis, time series analysis, and machine learning algorithms, providing readers with a comprehensive understanding of the field\u003c/li\u003e\u003cli\u003eProvides a hands-on approach to learning predictive analytics, with a focus on practical applications in biomedical engineering\u003c/li\u003e\u003cli\u003eIncludes several case studies that demonstrate the practical application of predictive analytics in real-world biomedical problems, such as disease progression prediction, medical imaging analysis, and treatment optimization\u003c/li\u003e\u003c/ul\u003e
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