Advanced Machine Vision Paradigms for Medical Image Analysis

Advanced review of soft computing techniques and their applications in medical image analysis

Tapan K. Gandhi (Edited by), Siddhartha Bhattacharyya (Edited by), Sourav De (Edited by), Debanjan Konar (Edited by), Sandip Dey (Edited by)

9780128192955

Paperback, published 13 August 2020

308 pages
22.9 x 15.1 x 2 cm, 0.5 kg

Approx.290 pages

1. Computer Aided Decision Support System for symmetry based prenatal congenital heart defects 2. Morphological Extreme Learning Machines applied to the detection and classification of mammary lesions 3. 4D Medical Image Analysis: A Systematic Study on Applications, Challenges and Future Research Directions 4. Comparative Analysis of Hybrid Fusion Algorithms using Neurocysticercosis, Neoplastic, Alzheimer's and Astrocytoma Disease affected Multimodality Medical Images 5. Binary Descriptors Design for the Automatic Detection of Coronary Arteries using Metaheuristics 6. A Cognitive Perception on Content Based Image Retrieval using Advanced Soft Computing Paradigm 7. Early detection of Parkinson’s Disease Using Data Mining Techniques from Multi-Modal Clinical Data 8. Contrast Improvement of Medical Images Using Advanced Fuzzy Logic Based Technique 9. Intelligent Heart Disease Prediction On Physical and Mental Parameters: A ML Based IoT and Big Data Application & Analysis

Subject Areas: Machine learning [UYQM], Artificial intelligence [UYQ]