CRC Press Machine Learning Deep Learning Medical Image Recognition

Machine Learning and Deep Learning Techniques for Medical Image Recognition is a comprehensive guide to deep learning algorithms applied in medical image analysis and processing. This advanced text covers semantic object detection and segmentation within medical image computing, explores large-scale radiology database mining strategies, and emphasises convolutional neural networks for semantic segmentation tasks. Designed for healthcare technology professionals and researchers, the book presents both theoretical foundations and practical applications of deep learning principles specifically tailored to medical imaging challenges, providing readers with the knowledge needed to implement these techniques in real-world diagnostic and clinical settings.