Author: Xin Huang
Publisher: Frontiers Media SA
ISBN: 2832536107
Category : Science
Languages : en
Pages : 202

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Author: Andrzej Grzybowski
Publisher: Springer Nature
ISBN: 3030786013
Category : Medical
Languages : en
Pages : 280

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Book Description
This book provides a wide-ranging overview of artificial intelligence (AI), machine learning (ML) and deep learning (DL) algorithms in ophthalmology. Expertly written chapters examine AI in age-related macular degeneration, glaucoma, retinopathy of prematurity and diabetic retinopathy screening. AI perspectives, systems and limitations are all carefully assessed throughout the book as well as the technical aspects of DL systems for retinal diseases including the application of Google DeepMind, the Singapore algorithm, and the Johns Hopkins algorithm. Artificial Intelligence in Ophthalmology meets the need for a resource that reviews the benefits and pitfalls of AI, ML and DL in ophthalmology. Ophthalmologists, optometrists, eye-care workers, neurologists, cardiologists, internal medicine specialists, AI engineers and IT specialists with an interest in how AI can help with early diagnosis and monitoring treatment in ophthalmic patients will find this book to be an indispensable guide to an evolving area of healthcare technology.

Author: Erik R. Ranschaert
Publisher: Springer
ISBN: 3319948784
Category : Medical
Languages : en
Pages : 369

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Book Description
This book provides a thorough overview of the ongoing evolution in the application of artificial intelligence (AI) within healthcare and radiology, enabling readers to gain a deeper insight into the technological background of AI and the impacts of new and emerging technologies on medical imaging. After an introduction on game changers in radiology, such as deep learning technology, the technological evolution of AI in computing science and medical image computing is described, with explanation of basic principles and the types and subtypes of AI. Subsequent sections address the use of imaging biomarkers, the development and validation of AI applications, and various aspects and issues relating to the growing role of big data in radiology. Diverse real-life clinical applications of AI are then outlined for different body parts, demonstrating their ability to add value to daily radiology practices. The concluding section focuses on the impact of AI on radiology and the implications for radiologists, for example with respect to training. Written by radiologists and IT professionals, the book will be of high value for radiologists, medical/clinical physicists, IT specialists, and imaging informatics professionals.

Author: Josef F. Bille
Publisher: Springer
ISBN: 3030166384
Category : Medical
Languages : en
Pages : 411

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Book Description
This open access book provides a comprehensive overview of the application of the newest laser and microscope/ophthalmoscope technology in the field of high resolution imaging in microscopy and ophthalmology. Starting by describing High-Resolution 3D Light Microscopy with STED and RESOLFT, the book goes on to cover retinal and anterior segment imaging and image-guided treatment and also discusses the development of adaptive optics in vision science and ophthalmology. Using an interdisciplinary approach, the reader will learn about the latest developments and most up to date technology in the field and how these translate to a medical setting. High Resolution Imaging in Microscopy and Ophthalmology – New Frontiers in Biomedical Optics has been written by leading experts in the field and offers insights on engineering, biology, and medicine, thus being a valuable addition for scientists, engineers, and clinicians with technical and medical interest who would like to understand the equipment, the applications and the medical/biological background. Lastly, this book is dedicated to the memory of Dr. Gerhard Zinser, co-founder of Heidelberg Engineering GmbH, a scientist, a husband, a brother, a colleague, and a friend.

Author: Wei Chi
Publisher: Frontiers Media SA
ISBN: 2832548393
Category : Science
Languages : en
Pages : 365

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Book Description
With the acceleration of urbanization and aging processes, chronic ocular diseases have become a critical threat to the vision health of the global population . Chronic ocular diseases include a series of disorders and conditions that involve long-term defects in both anterior and posterior segments of the eye, such as cataract, glaucoma, keratoconus (KC), diabetic retinopathy (DR), and age-related macular degeneration (AMD). However, it is still challenging to understand the mechanisms of these diseases and to discover new and reliable biomarkers to identify the diseases and their severities. Moreover, conventional methods in clinical societies are not as effective or efficient as expected, especially in the era of artificial intelligence.

Author: Peng Xiao
Publisher: Frontiers Media SA
ISBN: 2832508928
Category : Medical
Languages : en
Pages : 222

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Author: Sandeep Saxena
Publisher: Springer Nature
ISBN: 9811973075
Category : Medical
Languages : en
Pages : 227

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Book Description
The book focuses on diabetic macular edema and provides comprehensive practical knowledge on the subject. This timely book summarizes all the aspects of diabetic macular edema. The book is edited by leading authorities of vitreoretinal diseases having expertise in diabetic macular edema. It comprises over dozen chapters, authored by a subject authority in the world. Chapters provide diagnostic, medical and surgical approach. The book is clinically relevant, covers application of the latest clinical trials as well as application of novel imaging technologies. It includes uniquely structured chapters for easy learning. The book is beneficial to ophthalmic resident doctors, retina fellows and practicing retina specialists throughout the world.

Author: Bolakale Aremu
Publisher: AB Publisher LLC
ISBN:
Category : Health & Fitness
Languages : en
Pages : 133

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Book Description
This book offers a groundbreaking exploration of how advanced machine learning techniques are revolutionizing the diagnosis of Alzheimer's disease. In this comprehensive guide, you will uncover the powerful role that deep learning, particularly 3D Convolutional Neural Networks (3D-CNNs) and Attention Mechanisms, can play in early detection—paving the way for faster, more accurate diagnoses. This book is ideal for researchers, students, and professionals in artificial intelligence, neuroscience, and healthcare technology. It provides a detailed, step-by-step breakdown of the algorithms and models used to analyze brain imaging data, specifically focusing on how these techniques outperform traditional diagnostic methods. You’ll dive into key topics such as: > The application of deep learning to brain scans for identifying Alzheimer’s at its earliest stages. > The mechanics behind 3D-CNNs and attention mechanisms, which allow for a deeper understanding of brain structures and cognitive decline. > Real-world case studies and cutting-edge research that demonstrate the practical implementation of these techniques. By the end of this book, you’ll gain a comprehensive understanding of how artificial intelligence is reshaping Alzheimer's diagnostics, and how it can be used to improve patient outcomes. Whether you’re an AI enthusiast or a healthcare professional, this book is an invaluable resource for those seeking to stay at the forefront of technological advancements in Alzheimer’s disease research.

Author: H. Nida Sen
Publisher: Springer
ISBN: 3319236903
Category : Medical
Languages : en
Pages : 174

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Book Description
This book is a comprehensive guide to the imaging techniques that have revolutionized the diagnosis and management of uveitis during the past decade, including optical coherence tomography (OCT), enhanced depth imaging, fundus autofluorescence, and wide-field angiography. In addition, the current role of the traditional (invasive) gold standard techniques, fluorescein angiography and indocyanine green angiography, is described. Among the newer imaging modalities, detailed attention is paid to the various OCT technologies such as spectral domain OCT, enhanced-depth imaging OCT, and enface swept-source OCT. Further individual chapters focus on imaging using adaptive optics, multiview OCT, and OCT angiography. Uveitis can affect virtually any structure in the eye, and imaging of these structures is critical in the diagnosis, prognosis, and management of the disease. Increasing use and better understanding of the different modalities described in this book are sure to improve our knowledge of disease mechanisms and likely outcomes.

Author: Taraprasad Das
Publisher: Springer Nature
ISBN: 9819701384
Category :
Languages : en
Pages : 497

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Book Description