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portada Machine Learning for Biomedical Engineers
Type
Physical Book
Publisher
Year
2026
Language
English
Pages
344
Format
Hardcover
Dimensions
25.4x17.8 cm
ISBN13
9781041067948

Machine Learning for Biomedical Engineers

Vijay Jeyakumar (Author) · CRC Press · Hardcover

Machine Learning for Biomedical Engineers - Vijay Jeyakumar

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Synopsis "Machine Learning for Biomedical Engineers"

This book combines machine learning and biomedical engineering to address practical issues in healthcare and biomedical research concentrating on real-world applications including bioinformatics, customized medicine, medical imaging analysis, disease detection, and health monitoring. It contains case studies and examples that show how various machine learning algorithms are used on biomedical data sets. The ethical issues and difficulties unique to using machine learning in biomedical settings, such as data privacy, algorithm bias, and regulatory compliance are also covered.

Provides a broad introduction to machine learning in biomedicine and biomedical engineering Discusses ethical considerations and explainability pertinent to machine learning in bioengineering Explores step-by-step tutorials, coding examples, and real-world case studies Reviews feature selection, training and evaluating models, preprocessing data, validation techniques tailored to biomedical data Includes MATLAB and Python coding programs

This book is aimed at graduate students and researchers in bioengineering and machine learning.

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All books in our catalog are Original.
The book is written in English.
The binding of this edition is Hardcover.

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