| Classification in Bioapps: Automation of Decision Making Softcover Repri Edition Contributor(s): Dey, Nilanjan (Editor), Ashour, Amira S. (Editor), Borra, Surekha (Editor) |
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ISBN: 3319881426 ISBN-13: 9783319881423 Publisher: Springer OUR PRICE: $104.49 Product Type: Paperback - Other Formats Published: August 2018 |
| Additional Information |
| BISAC Categories: - Technology & Engineering | Engineering (general) - Computers | Computer Vision & Pattern Recognition - Medical | Pharmacy |
| Dewey: 006.6 |
| Series: Lecture Notes in Computational Vision and Biomechanics |
| Physical Information: 447 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: This book on classification in biomedical image applications presents original and valuable research work on advances in this field, which covers the taxonomy of both supervised and unsupervised models, standards, algorithms, applications and challenges. Further, the book highlights recent scientific research on artificial neural networks in biomedical applications, addressing the fundamentals of artificial neural networks, support vector machines and other advanced classifiers, as well as their design and optimization. In addition to exploring recent endeavours in the multidisciplinary domain of sensors, the book introduces readers to basic definitions and features, signal filters and processing, biomedical sensors and automation of biomeasurement systems. The target audience includes researchers and students at engineering and medical schools, researchers and engineers in the biomedical industry, medical doctors and healthcare professionals. |