03236nam a22005295i 4500 978-3-031-64049-0 DE-He213 20251030112853.0 cr nn 008mamaa 240814s2024 sz | s |||| 0|eng d 9783031640490 978-3-031-64049-0 10.1007/978-3-031-64049-0 doi R895-920 MMP bicssc MED080000 bisacsh MKS thema Seeram, Euclid. author. aut http://id.loc.gov/vocabulary/relators/aut 82346 Artificial Intelligence in Medical Imaging Technology [electronic resource] : An Introduction / by Euclid Seeram, Vijay Kanade. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. XIX, 212 p. 93 illus., 85 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Chapter 1-Artificial Intelligence in Medical Imaging: A Brief Glance -- Chapter 2-AI Fundamentals -- Chapter 3-Principles of Machine Learning -- Chapter 4-Principles of Deep Learning -- Chapter 5-Image Processing and Analysis -- Chapter 6-AI in CT Image Reconstruction -- Chapter 7-AI Applications in Medical Imaging -- Chapter 8-Ethical and Regulatory Considerations -- Chapter 9-Future Trends and Challenges. This book covers the principles, concepts, and applications of artificial intelligence in medical imaging technologies, specifically in the context of diagnostic imaging, such as radiography and radiological technology. First, artificial intelligence and its subsets machine learning and deep learning are described followed by a discussion of applications of these AI principles in medical imaging technologies. Finally, ethical questions, regulatory aspects, and future trends and challenges are also reviewed in this textbook. This book is intended for both students and practitioners in radiological technology, radiography, radiation therapy, nuclear medicine technology, diagnostic medical sonography, and biomedical engineering technology. Furthermore, residents in radiology, and medical physics students and related healthcare personnel (administrators and managers for example) may find this book useful. . Radiology. Artificial intelligence. 58441 Imaging systems in biology. 68562 Radiology. Artificial Intelligence. 58441 Biological Imaging. 68563 Kanade, Vijay. author. aut http://id.loc.gov/vocabulary/relators/aut 82347 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031640483 Printed edition: 9783031640506 Printed edition: 9783031640513 https://doi.org/10.1007/978-3-031-64049-0 ZDB-2-SME ZDB-2-SXM 62468 62468