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Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis

1st Edition - July 31, 2019

Author: Nilanjan Dey

Language: English
Paperback ISBN:
9 7 8 - 0 - 1 2 - 8 1 8 0 0 4 - 4
eBook ISBN:
9 7 8 - 0 - 1 2 - 8 1 8 0 0 5 - 1

Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis covers the most current advances on how to apply classification techniques to a wide variety o… Read more

Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis

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Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis covers the most current advances on how to apply classification techniques to a wide variety of clinical applications that are appropriate for researchers and biomedical engineers in the areas of machine learning, deep learning, data analysis, data management and computer-aided diagnosis (CAD) systems design. The book covers several complex image classification problems using pattern recognition methods, including Artificial Neural Networks (ANN), Support Vector Machines (SVM), Bayesian Networks (BN) and deep learning. Further, numerous data mining techniques are discussed, as they have proven to be good classifiers for medical images.