Frontiers of Artificial Intelligence in Medical Imaging (eBook)

Advancements in Artificial Intelligence have become powerful tools used in clinical settings to diagnose various diseases accurately. Recently, due to increasing occurrence rates, some automated and semi-automated detection procedures are being proposed and implemented to examine a range of medical image modalities. Artificial Intelligence has emerged as a powerful tool to provide accurate results in the diagnosis of various disease cases, and its use in medical image assessment is becoming increasingly essential for accurate diagnosis.

This book is designed to consider the recent advancements in hospitals to diagnose various diseases accurately using AI-supported detection procedures. This work examines recent AI-supported disease detection techniques from prominent researchers and clinicians working in the medical imaging processing domain. Within this book, the integration of various AI methods, such as soft computing, machine learning, deep learning, and other related works will be presented. Real clinical images utilizing AI are incorporated. The book also includes several chapters on machine learning, convoluted neural networks, segmentation, and deep learning-assisted two-class and multi-class classification.