Advances in computational techniques for biomedical image analysis : methods and applications /: methods and applications. (2020)

• Record Type: Book
• Further Information: Note: Edited by Deepika Koundal, Savita Gupta.
• Editors: Koundal, Deepika; Gupta, Savita
• Contents: SECTION I OVERVIEW 1. Computational techniques in biomedical image analysis: overview SECTION II IMAGE PREPROCESSING AND SEGMENTATION TECHNIQUES 2. Multimodal medical image fusion using deep learning 3. Medical image fusion framework for neuro brain analysis 4. Automated detection of intracranial hemorrhage in noncontrast head computed tomography 5. Segmentation techniques for the diagnosis of intervertebral disc diseases SECTION III MEDICAL IMAGE CLASSIFICATION AND ANALYSIS 6. Heartbeat sound classification using Melfrequency cepstral coefficients and deep convolutional neural network 7. Comparative analysis of classification techniques for brain magnetic resonance imaging images 8. Hybrid feature selection-based feature fusion for liver disease classification on ultrasound images SECTION IV BIOMEDICAL IMAGE COMPRESSION AND TRANSMISSION 9. Discrete cosine transform 10. Segmentation-based compression techniques for medical images 11. Systematic survey of compression algorithms in medical imaging SECTION V BIOMEDICAL IMAGE SECURITY 12. Multilevel medical image encryption for secure communication 13. A modified digital signature algorithm to improve the biomedical image integrity in cloud environment 14. Medical imaging security and forensics: a systematic literature review
• Publisher Details: Amsterdam : Academic Press
• Publication Date: 2020
• Extent: 1 online resource, illustrations (black and white, and colour)
• Subjects: 616.07540285; Diagnostic imaging -- Data processing; Image analysis
• Languages: English
• ISBNs: 9780128204115
• Related ISBNs: 9780128200247
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.