Название: Applications of Artificial Intelligence in Medical Imaging
Автор: Abdulhamit Subasi
Издательство: Academic Press/Elsevier
Год: 2023
Страниц: 381
Язык: английский
Формат: pdf (true)
Размер: 15.3 MB
Artificial Intelligence (AI) plays an important role in the field of medical image analysis, including computer-aided diagnosis, image-guided therapy, image registration, image segmentation, image annotation, image fusion, and retrieval of image databases. With advances in medical imaging, new imaging methods and techniques are needed in the field of medical imaging, such as cone-beam/multi-slice CT, MRI, positron emission tomography (PET)/CT, 3D ultrasound imaging, diffuse optical tomography, and electrical impedance tomography, as well as new AI algorithms/applications. This book offers advanced or up-to-date medical image analysis methods through the use of algorithms/techniques for AI, Machine Learning (ML), and IR. Data/information can be learned through AI, IR, and ML in the form of an image, that is, a collection of pixels, as it is impossible to recruit experts for Big Data. The author of this book has a lot of hands-on experience using Python and MATLAB to solve real-world problems in the context of the ML ecosystem. Applications of Artificial Intelligence in Medical Imaging aims to provide the readers of various skill levels with the knowledge and experience necessary to develop useful AI solutions. Additionally, this book serves as a solution manual for creating sophisticated real-world systems.