Computational Methods And Deep Learning For Ophthalmology

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Computational Methods And Deep Learning For Ophthalmology

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Author : D. Jude Hemanth
language : en
Publisher: Elsevier
Release Date : 2023-02-18

Computational Methods And Deep Learning For Ophthalmology written by D. Jude Hemanth and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-02-18 with Science categories.

Computational Methods and Deep Learning for Ophthalmology presents readers with the concepts and methods needed to design and use advanced computer-aided diagnosis systems for ophthalmologic abnormalities in the human eye. Chapters cover computational approaches for diagnosis and assessment of a variety of ophthalmologic abnormalities. Computational approaches include topics such as Deep Convolutional Neural Networks, Generative Adversarial Networks, Auto Encoders, Recurrent Neural Networks, and modified/hybrid Artificial Neural Networks. Ophthalmological abnormalities covered include Glaucoma, Diabetic Retinopathy, Macular Degeneration, Retinal Vein Occlusions, eye lesions, cataracts, and optical nerve disorders. This handbook provides biomedical engineers, computer scientists, and multidisciplinary researchers with a significant resource for addressing the increase in the prevalence of diseases such as Diabetic Retinopathy, Glaucoma, and Macular Degeneration. - Presents the latest computational methods for designing and using Decision-Support Systems for ophthalmologic disorders in the human eye - Conveys the role of a variety of computational methods and algorithms for efficient and effective diagnosis of ophthalmologic disorders, including Diabetic Retinopathy, Glaucoma, Macular Degeneration, Retinal Vein Occlusions, eye lesions, cataracts, and optical nerve disorders - Explains how to develop and apply a variety of computational diagnosis systems and technologies, including medical image processing algorithms, bioinspired optimization, Deep Learning, computational intelligence systems, fuzzy-based segmentation methods, transfer learning approaches, and hybrid Artificial Neural Networks

Computational Retinal Image Analysis

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Author : Emanuele Trucco
language : en
Publisher: Academic Press
Release Date : 2019-11-19

Computational Retinal Image Analysis written by Emanuele Trucco and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-19 with Computers categories.

Computational Retinal Image Analysis: Tools, Applications and Perspectives gives an overview of contemporary retinal image analysis (RIA) in the context of healthcare informatics and artificial intelligence. Specifically, it provides a history of the field, the clinical motivation for RIA, technical foundations (image acquisition modalities, instruments), computational techniques for essential operations, lesion detection (e.g. optic disc in glaucoma, microaneurysms in diabetes) and validation, as well as insights into current investigations drawing from artificial intelligence and big data. This comprehensive reference is ideal for researchers and graduate students in retinal image analysis, computational ophthalmology, artificial intelligence, biomedical engineering, health informatics, and more. - Provides a unique, well-structured and integrated overview of retinal image analysis - Gives insights into future areas, such as large-scale screening programs, precision medicine, and computer-assisted eye care - Includes plans and aspirations of companies and professional bodies

Investigative Ophthalmology Visual Science

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Author :
language : en
Publisher:
Release Date : 2008-05

Investigative Ophthalmology Visual Science written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-05 with Ophthalmology categories.

Aerospace Medicine And Biology

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Author :
language : en
Publisher:
Release Date : 1971

Aerospace Medicine And Biology written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1971 with Aviation medicine categories.

A selection of annotated references to unclassified reports and journal articles that were introduced into the NASA scientific and technical information system and announced in Scientific and technical aerospace reports (STAR) and International aerospace abstracts (IAA).

Artificial Intelligence And Ophthalmology

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Author : Parul Ichhpujani
language : en
Publisher: Springer Nature
Release Date : 2021-04-22

Artificial Intelligence And Ophthalmology written by Parul Ichhpujani and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-04-22 with Medical categories.

The book helps to explore the vast expanse of artificial intelligence-based scientific content that has been published in the last few years. Ophthalmology has recently undergone a silent digital revolution, with machine learning and deep learning algorithms consistently outperforming human graders in studies published across the globe. It is high time that a resource that breaks this information behemoth into easily digestible bits comes to the fore. This book simplifies the complex mechanics of algorithms used in ophthalmology and vision science applications. It also tries to address potential ethical issues with machines entering our clinics and patients’ lives. Overall it is essential reading for ophthalmologists/eye care professionals interested in artificial intelligence and everyone who is looking for a deep dive into the exciting world of digital medicine.

Peterson S Graduate Programs In Engineering And Applied Sciences 1996

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Author : Peterson's Guides
language : en
Publisher: Peterson Nelnet Company
Release Date : 1995-12-10

Peterson S Graduate Programs In Engineering And Applied Sciences 1996 written by Peterson's Guides and has been published by Peterson Nelnet Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995-12-10 with Reference categories.

Graduate students depend on this series and ask for it by name. Why? For over 30 years, it's been the only one-stop source that supplies all of their information needs. The new editions of this six-volume set contain the most comprehensive information available on more than 1,500 colleges offering over 31,000 master's, doctoral, and professional-degree programs in more than 350 disciplines.New for 1997 -- Non-degree-granting research centers, institutes, and training programs that are part of a graduate degree program.Five discipline-specific volumes detail entrance and program requirements, deadlines, costs, contacts, and special options, such as distance learning, for each program, if available. Each Guide features "The Graduate Adviser", which discusses entrance exams, financial aid, accreditation, and more.Interest in these fields has never been higher! And this is the source to the 3,400 programs currently available -- from bioengineering and computer science to construction management.

Forthcoming Books

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Author : Rose Arny
language : en
Publisher:
Release Date : 2002

Forthcoming Books written by Rose Arny and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with American literature categories.

Directory Of Published Proceedings

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Author :
language : en
Publisher:
Release Date : 1999

Directory Of Published Proceedings written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Engineering categories.

Biomedical Engineering Fundamentals Third Edition

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Author : Myer Kutz
language : en
Publisher: McGraw Hill Professional
Release Date : 2021-10-22

Biomedical Engineering Fundamentals Third Edition written by Myer Kutz and has been published by McGraw Hill Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-22 with Technology & Engineering categories.

Fully updated fundamental biomedical engineering principles and technologies This state-of-the-art resource offers unsurpassed coverage of fundamental concepts that enable advances in the field of biomedical engineering. Biomedical Engineering Fundamentals, Third Edition, contains all the information you need to improve efficacy and efficiency in problem solving, no matter how simple or complex the problem. Thoroughly revised by experts across the biomedical engineering discipline, this hands-on guide provides the foundational knowledge required for the development of innovative devices, techniques, and treatments. Coverage includes: Modeling of biomedical systems and heat transfer applications Physical and flow properties of blood Respiratory mechanics and gas exchange Respiratory muscles, human movement, and the musculoskeletal system Electromyography and muscle forces Biopolymers, biomedical composites, and bioceramics Cardiovascular, dental, and orthopedic biomaterials Tissue regeneration and regenerative medicine Bioelectricity, biomedical signal analysis, and biosensors Neural engineering and electrical stimulation of nervous systems Causes of medical device failure and FDA requirements Cardiovascular, respiratory, and artificial kidney devices Infrared and ultrasound imaging, MRIs, and nuclear medicine Imaging, laser Doppler, and fetal and optical monitoring Computer-integrated surgery and medical robotics Intelligent assistive technology and rehabilitators Artificial limbs, hip and knee replacement, and sensory augmentation Healthcare systems engineering and medical informatics Hospital information systems and computer-based patient records Sterile medical device package development

Advanced Methods And Deep Learning In Computer Vision

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Author : E. R. Davies
language : en
Publisher: Academic Press
Release Date : 2021-11-09

Advanced Methods And Deep Learning In Computer Vision written by E. R. Davies and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-09 with Technology & Engineering categories.

Advanced Methods and Deep Learning in Computer Vision presents advanced computer vision methods, emphasizing machine and deep learning techniques that have emerged during the past 5–10 years. The book provides clear explanations of principles and algorithms supported with applications. Topics covered include machine learning, deep learning networks, generative adversarial networks, deep reinforcement learning, self-supervised learning, extraction of robust features, object detection, semantic segmentation, linguistic descriptions of images, visual search, visual tracking, 3D shape retrieval, image inpainting, novelty and anomaly detection. This book provides easy learning for researchers and practitioners of advanced computer vision methods, but it is also suitable as a textbook for a second course on computer vision and deep learning for advanced undergraduates and graduate students. - Provides an important reference on deep learning and advanced computer methods that was created by leaders in the field - Illustrates principles with modern, real-world applications - Suitable for self-learning or as a text for graduate courses