Advances in Computational Techniques for Biomedical Image Analysis: Methods and Applications

ISBN-13: 9780128200247 / Angielski / Miękka / 2020 / 326 str.

Deepika Koundal; Savita Gupta

Spis treści

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