| Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis Contributor(s): Dey, Nilanjan (Author) |
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ISBN: 0128180048 ISBN-13: 9780128180044 Publisher: Academic Press OUR PRICE: $148.50 Product Type: Paperback Published: July 2019 |
| Additional Information |
| BISAC Categories: - Science | Biotechnology - Technology & Engineering | Biomedical |
| LCCN: 2019940220 |
| Series: Advances in Ubiquitous Sensing Applications for Healthcare |
| Physical Information: 0.46" H x 7.5" W x 9.25" (0.85 lbs) 218 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: 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. |
