Artificial Intelligence Applications In Chronic Ocular Diseases

Author : Wei Chi,Weihua Yang, Peirong Lu,Yanwu Xu ,Huiying Liu
Publisher : Frontiers Media SA
Page : 365 pages
File Size : 48,8 Mb
Release : 2024-04-23
Category : Science
ISBN : 9782832548394

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Artificial Intelligence Applications in Chronic Ocular Diseases by Wei Chi,Weihua Yang, Peirong Lu,Yanwu Xu ,Huiying Liu Pdf

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 : Andrzej Grzybowski
Publisher : Springer Nature
Page : 280 pages
File Size : 50,7 Mb
Release : 2021-10-13
Category : Medical
ISBN : 9783030786014

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Artificial Intelligence in Ophthalmology by Andrzej Grzybowski Pdf

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 : Parul Ichhpujani,Sahil Thakur
Publisher : Springer Nature
Page : 149 pages
File Size : 49,8 Mb
Release : 2021-04-22
Category : Medical
ISBN : 9789811606342

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Artificial Intelligence and Ophthalmology by Parul Ichhpujani,Sahil Thakur Pdf

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.

Author : Xin Huang,Yu-Chen Chen,Vijaya Prakash Krishnan Muthaiah,Zhi Wen
Publisher : Frontiers Media SA
Page : 202 pages
File Size : 42,9 Mb
Release : 2023-10-18
Category : Science
ISBN : 9782832536100

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Application of Multimodal Imaging Combined with Artificial Intelligence in Eye Diseases by Xin Huang,Yu-Chen Chen,Vijaya Prakash Krishnan Muthaiah,Zhi Wen Pdf

Author : El Ouazzani, Rajae,Fattah, Mohammed,Benamar, Nabil
Publisher : IGI Global
Page : 332 pages
File Size : 44,5 Mb
Release : 2022-06-10
Category : Medical
ISBN : 9781668423066

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AI Applications for Disease Diagnosis and Treatment by El Ouazzani, Rajae,Fattah, Mohammed,Benamar, Nabil Pdf

Artificial intelligence (AI) technology has been very successful across fields such as healthcare, security, precision agriculture, smart city, and autonomous driving and promises numerous benefits for social development, economic growth, wellbeing management, and human healthcare. Various intelligent healthcare applications have been created in order to assist patient healthcare and must be studied further. AI Applications for Disease Diagnosis and Treatment provides the current advances and applications of artificial intelligence applications in healthcare such as disease diagnosis, diet proposal, drug prescription and tracking, and physical and psychological assistance. Covering topics such as assistive healthcare, robotics, and machine learning, it is ideal for healthcare professionals, researchers, data analysts, academicians, practitioners, scholars, instructors, and students.

Author : Philip Watts
Publisher : Hayle Medical
Page : 0 pages
File Size : 52,9 Mb
Release : 2023-09-26
Category : Medical
ISBN : 1646475135

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Current Technological Advancements in Ophthalmology Research by Philip Watts Pdf

The specialty within the field of medicine which focuses on the diagnosis and treatment of eye diseases is known as ophthalmology. It comprises both medical and surgical components. Some of its major subspecialties are anterior segment surgery, neuro-ophthalmology and ocular oncology. New technological advancements within this field have various beneficial impacts such as improving outcomes and providing new treatment options. One of the prominent technological advancements applied within this field is artificial intelligence. Its application in studying various eye diseases can help in expanding and extending the usage of digital ophthalmology. It will be helpful in the enhancement of productivity, accessibility, and availability of various resources and will enhance the effectiveness of eye care services. One of the significant applications of artificial intelligence includes computer vision and image recognition. This book unravels the recent studies on technological advancements in ophthalmology research. It will serve as a reference to a broad spectrum of readers.

Author : Adam Bohr,Kaveh Memarzadeh
Publisher : Academic Press
Page : 385 pages
File Size : 44,6 Mb
Release : 2020-06-21
Category : Computers
ISBN : 9780128184394

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Artificial Intelligence in Healthcare by Adam Bohr,Kaveh Memarzadeh Pdf

Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of healthcare data. The book is split into two sections where the first section describes the current healthcare challenges and the rise of AI in this arena. The ten following chapters are written by specialists in each area, covering the whole healthcare ecosystem. First, the AI applications in drug design and drug development are presented followed by its applications in the field of cancer diagnostics, treatment and medical imaging. Subsequently, the application of AI in medical devices and surgery are covered as well as remote patient monitoring. Finally, the book dives into the topics of security, privacy, information sharing, health insurances and legal aspects of AI in healthcare. Highlights different data techniques in healthcare data analysis, including machine learning and data mining Illustrates different applications and challenges across the design, implementation and management of intelligent systems and healthcare data networks Includes applications and case studies across all areas of AI in healthcare data

Author : Tae-im Kim,Darren Shu Jeng Ting,Yi-Ting Hsieh,Tyler Hyungtaek Rim
Publisher : Frontiers Media SA
Page : 101 pages
File Size : 52,6 Mb
Release : 2023-12-27
Category : Medical
ISBN : 9782832541715

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Big data and artificial intelligence in ophthalmology - clinical application and future exploration by Tae-im Kim,Darren Shu Jeng Ting,Yi-Ting Hsieh,Tyler Hyungtaek Rim Pdf

Author : Jinhang Gao,Enis Kostallari,Hua Wang
Publisher : Frontiers Media SA
Page : 186 pages
File Size : 43,8 Mb
Release : 2022-08-16
Category : Science
ISBN : 9782889767762

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Chronic Liver Disease: New Targets and New Mechanisms by Jinhang Gao,Enis Kostallari,Hua Wang Pdf

Author : Indrajit Pan,Anirban Mukherjee,Vincenzo Piuri
Publisher : Springer Nature
Page : 350 pages
File Size : 42,9 Mb
Release : 2021-06-10
Category : Technology & Engineering
ISBN : 9789811615436

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Proceedings of Research and Applications in Artificial Intelligence by Indrajit Pan,Anirban Mukherjee,Vincenzo Piuri Pdf

This book discusses the recent research trends and upcoming applications based on artificial intelligence. It includes best selected research papers presented at the International Conference on Research and Applications in Artificial Intelligence (RAAI 2020), organized by Department of Information Technology, RCC Institute of Information technology, Kolkata, West Bengal, India during 19 – 20, December, 2020. Many versatile fields of artificial intelligence are categorically addressed through different chapters of this book. The book is a valuable resource and reference for researchers, instructors, students, scientists, engineers, managers and industry practitioners in these important areas.

Author : Arvin Agah
Publisher : CRC Press
Page : 512 pages
File Size : 42,9 Mb
Release : 2013-11-06
Category : Medical
ISBN : 9781439884331

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Medical Applications of Artificial Intelligence by Arvin Agah Pdf

Enhanced, more reliable, and better understood than in the past, artificial intelligence (AI) systems can make providing healthcare more accurate, affordable, accessible, consistent, and efficient. However, AI technologies have not been as well integrated into medicine as predicted. In order to succeed, medical and computational scientists must develop hybrid systems that can effectively and efficiently integrate the experience of medical care professionals with capabilities of AI systems. After providing a general overview of artificial intelligence concepts, tools, and techniques, Medical Applications of Artificial Intelligence reviews the research, focusing on state-of-the-art projects in the field. The book captures the breadth and depth of the medical applications of artificial intelligence, exploring new developments and persistent challenges.

Author : Gul, Muhammet,Celik, Erkan,Mete, Suleyman,Serin, Faruk
Publisher : IGI Global
Page : 322 pages
File Size : 46,7 Mb
Release : 2020-03-06
Category : Medical
ISBN : 9781799825821

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Computational Intelligence and Soft Computing Applications in Healthcare Management Science by Gul, Muhammet,Celik, Erkan,Mete, Suleyman,Serin, Faruk Pdf

In today’s modernized world, the field of healthcare has seen significant practical innovations with the implementation of computational intelligence approaches and soft computing methods. These two concepts present various solutions to complex scientific problems and imperfect data issues. This has made both very popular in the medical profession. There are still various areas to be studied and improved by these two schemes as healthcare practices continue to develop. Computational Intelligence and Soft Computing Applications in Healthcare Management Science is an essential reference source that discusses the implementation of soft computing techniques and computational methods in the various components of healthcare, telemedicine, and public health. Featuring research on topics such as analytical modeling, neural networks, and fuzzy logic, this book is ideally designed for software engineers, information scientists, medical professionals, researchers, developers, educators, academicians, and students.

Author : Erik R. Ranschaert,Sergey Morozov,Paul R. Algra
Publisher : Springer
Page : 373 pages
File Size : 45,7 Mb
Release : 2019-01-29
Category : Medical
ISBN : 9783319948782

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Artificial Intelligence in Medical Imaging by Erik R. Ranschaert,Sergey Morozov,Paul R. Algra Pdf

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 : Harish Garg,Jyotir Moy Chatterjee
Publisher : Elsevier
Page : 402 pages
File Size : 53,8 Mb
Release : 2023-07-20
Category : Computers
ISBN : 9780443194146

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Deep Learning in Personalized Healthcare and Decision Support by Harish Garg,Jyotir Moy Chatterjee Pdf

Deep Learning in Personalized Healthcare and Decision Support discusses the potential of deep learning technologies in the healthcare sector. The book covers the application of deep learning tools and techniques in diverse areas of healthcare, such as medical image classification, telemedicine, clinical decision support system, clinical trials, electronic health records, precision medication, Parkinson disease detection, genomics, and drug discovery. In addition, it discusses the use of DL for fraud detection and internet of things. This is a valuable resource for researchers, graduate students and healthcare professionals who are interested in learning more about deep learning applied to the healthcare sector. Although there is an increasing interest by clinicians and healthcare workers, they still lack enough knowledge to efficiently choose and make use of technologies currently available. This book fills that knowledge gap by bringing together experts from technology and clinical fields to cover the topics in depth. Discusses the application of deep learning in several areas of healthcare, including clinical trials, telemedicine and health records management Brings together experts in the intersection of deep learning, medicine, healthcare and programming to cover topics in an interdisciplinary way Uncovers the stakes and possibilities involved in realizing personalized healthcare services through efficient and effective deep learning technologies

Author : Manda Raz,Tam C. Nguyen,Erwin Loh
Publisher : Springer Nature
Page : 255 pages
File Size : 40,6 Mb
Release : 2022-06-16
Category : Medical
ISBN : 9789811912238

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Artificial Intelligence in Medicine by Manda Raz,Tam C. Nguyen,Erwin Loh Pdf

This book identifies Artificial Intelligence (AI) as a growing field that is being incorporated into many aspects of human life, including healthcare practice and delivery. The precision, automation, and potential of AI brings multiple benefits to the way disease is diagnosed, investigated and treated. Currently, there is a lack of any appreciable understanding of AI and this book provides detailed understandings, which include; foundational concepts, current applications, future challenges amongst most healthcare practitioners. The book is divided into four sections: basic concepts, current applications, limitations and future directions. Each section is comprised of chapters written by expert academics, researchers and practitioners at the intersection between AI and medicine. The purpose of the book is to promote AI literacy as an important component of modern medical practice. This book is suited for all readers as it requires no previous knowledge, it walks non-technical clinicians through the complex ideas and concepts in an easy to understand manner.