Artificial Intelligence in Medical Imaging PDF
By:Lia Morra,Silvia Delsanto,Loredana Correale
Published on 2019-11-25 by CRC Press
This book, written by authors with more than a decade of experience in the design and development of artificial intelligence (AI) systems in medical imaging, will guide readers in the understanding of one of the most exciting fields today. After an introductory description of classical machine learning techniques, the fundamentals of deep learning are explained in a simple yet comprehensive manner. The book then proceeds with a historical perspective of how medical AI developed in time, detailing which applications triumphed and which failed, from the era of computer aided detection systems on to the current cutting-edge applications in deep learning today, which are starting to exhibit on-par performance with clinical experts. In the last section, the book offers a view on the complexity of the validation of artificial intelligence applications for commercial use, describing the recently introduced concept of software as a medical device, as well as good practices and relevant considerations for training and testing machine learning systems for medical use. Open problematics on the validation for public use of systems which by nature continuously evolve through new data is also explored. The book will be of interest to graduate students in medical physics, biomedical engineering and computer science, in addition to researchers and medical professionals operating in the medical imaging domain, who wish to better understand these technologies and the future of the field. Features: An accessible yet detailed overview of the field Explores a hot and growing topic Provides an interdisciplinary perspective
This Book was ranked at 5 by Google Books for keyword medical imaging computer science.
Book ID of Artificial Intelligence in Medical Imaging's Books is IX3ADwAAQBAJ, Book which was written byLia Morra,Silvia Delsanto,Loredana Correalehave ETAG "wu97Ku6cEKo"
Book which was published by CRC Press since 2019-11-25 have ISBNs, ISBN 13 Code is 9781000753080 and ISBN 10 Code is 1000753085
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Book which have "152 Pages" is Printed at BOOK under CategoryScience
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