Deep Learning in Medical Image Analysis: Recent Advances and Future Trends (Artificial Intelligence in Smart Healthcare Systems)

This book is designed as a reference text and provides a comprehensive overview of conceptual and practical knowledge about deep learning in medical image processing techniques.The post-pandemic situation teaches us the importance of doctors, medical analysis, and diagnosis of diseases in a rapid manner.This book provides a snapshot of the state of current research between deep learning, medical image processing, and health care with special emphasis on saving human life.The chapters cover a range of advanced technologies related to patient health monitoring, predicting diseases from genomic data, detecting artefactual events in vital signs monitoring data, and managing chronic diseases.This bookDelivers an ideal introduction to image processing in medicine, emphasizing the clinical relevance and special requirements of the fieldPresents key principles by implementing algorithms from scratch and using simple MATLAB®/Octave scripts with image dataProvides an overview of the physics of m