E-Books →Data Driven Approaches on Medical Imaging

Free Download Data Driven Approaches on Medical Imaging by Bin Zheng, Stefan Andrei, Md Kamruzzaman Sarker, Kishor Datta Gupta
English | PDF EPUB (True) | 2024 | 236 Pages | ISBN : 3031477715 | 25.4 MB
This book deals with the recent advancements in computer vision techniques such as active learning, few-shot learning, zero shot learning, explainable and interpretable ML, online learning, AutoML etc. and their applications in medical domain. Moreover, the key challenges which affect the design, development, and performance of medical imaging systems are addressed. In addition, the state-of-the-art medical imaging methodologies for efficient, interpretable, explainable, and practical implementation of computer imaging techniques are discussed. At present, there are no textbook resources that address the medical imaging technologies. There are ongoing and novel research outcomes which would be useful for the development of novel medical imaging technologies/processes/equipment which can improve the current state of the art.