Medical Image Acquisition And Processing

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Medical Image Processing Using Ai

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Author : Priyanka Sharma
language : en
Publisher: Academic Guru Publishing House
Release Date : 2024-04-19

Medical Image Processing Using Ai written by Priyanka Sharma and has been published by Academic Guru Publishing House this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-19 with Study Aids categories.

"Medical Image Processing Using AI" provides a thorough review of the current breakthroughs, methodologies, and applications in medical imaging with artificial intelligence (AI). This book by leading medical imaging and AI researchers delves into the junction of these two fields, giving readers the insights and practical expertise to navigate AI-driven medical image analysis. The book covers medical imaging and AI's fundamental principles and methods, including image acquisition, preprocessing, feature extraction, and machine learning algorithms for medical image processing. Readers master the key principles and strategies needed to use AI in medical imaging via simple explanations and examples. As readers progress through the chapters, they are introduced to a diverse array of clinical applications and use cases where AI has made significant inroads, revolutionizing diagnostic workflows, treatment planning, and patient care across various medical specialties. Real-world case studies and examples illustrate how AI algorithms are being deployed in radiology, pathology, oncology, cardiology, and other fields to enhance diagnostic accuracy, improve treatment outcomes, and optimize clinical decision-making. Moreover, the book explores the ethical considerations, challenges, and future directions shaping the landscape of AI-driven medical image processing. From data privacy and algorithmic bias to regulatory frameworks and clinical integration, readers gain insight into the broader implications of AI in healthcare and the importance of responsible and equitable deployment of AI technologies.

Biomedical Image Processing

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Author : Thomas Martin Deserno
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-03-01

Biomedical Image Processing written by Thomas Martin Deserno and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-03-01 with Science categories.

In modern medicine, imaging is the most effective tool for diagnostics, treatment planning and therapy. Almost all modalities have went to directly digital acquisition techniques and processing of this image data have become an important option for health care in future. This book is written by a team of internationally recognized experts from all over the world. It provides a brief but complete overview on medical image processing and analysis highlighting recent advances that have been made in academics. Color figures are used extensively to illustrate the methods and help the reader to understand the complex topics.

Medical Image Analysis

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Author : Atam Dhawan
language : en
Publisher: Wiley-IEEE Press
Release Date : 2003-07-14

Medical Image Analysis written by Atam Dhawan and has been published by Wiley-IEEE Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-07-14 with Medical categories.

Intelligent processing of multi-dimensional images has become crucial in conventional or computer-aided interpretation for radiological and diagnostic applications. This focused text provides the in-depth knowledge of the modalities used to acquire images for medical image reconstruction and processing and enables medical professionals to effectively select and develop the most appropriate image reconstruction and processing methods for accurate analysis and interpretation. This thorough introduction to the acquisition of images and the intelligent interpretation and analysis of biomedical images discusses such essentials as: The interaction of the basic unit of imaging (such as protongs in MRI, or, x-ray photons in X-ray CT) in a biological environment Formation of a quantifiable signal representing the biological information etection and acquisition of the signal Appropriate image reconstruction Featuring skill-building MATLAB exercises and end-of-chapter references, this text delivers an essential, top-to-bottom examination of medical imaging and helps you master the complexities of today's radiological and diagnostic applications. To view the MATLAB exercises, visit: ftp://ftp.wiley.com/public/sci_tech_med/medical_image/

Medical Imaging

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Author :
language : en
Publisher:
Release Date : 2003

Medical Imaging written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Diagnostic imaging categories.

Big Data In Medical Image Processing

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Author : R. Suganya
language : en
Publisher:
Release Date : 2018

Big Data In Medical Image Processing written by R. Suganya and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with Big data categories.

The field of medical imaging seen rapid development over the last two decades and has consequently revolutionized the way in which modern medicine is practiced. Diseases and their symptoms are constantly changing therefore continuous updating is necessary for the data to be relevant. Diseases fall into different categories, even a small difference in symptoms may result in categorising it in a different group altogether. Thus analysing data accurately is of critical importance. This book concentrates on diagnosing diseases like cancer or tumor from different modalities of images. This book is divided into the following domains: Importance of big data in medical imaging, pre-processing, image registration, feature extraction, classification and retrieval. It is further supplemented by the medical analyst for a continuous treatment process. The book provides an automated system that could retrieve images based on user�s interest to a point of providing decision support. It will help medical analysts to take informed decisions before planning treatment and surgery. It will also be useful to researchers who are working in problems involved in medical imaging.

Application Of Optical Instrumentation In Medicine Xiv And Picture Archiving And Communication Systems Pacs Iv For Medical Applications

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Author :
language : en
Publisher:
Release Date : 1986

Application Of Optical Instrumentation In Medicine Xiv And Picture Archiving And Communication Systems Pacs Iv For Medical Applications written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1986 with Diagnosis, Radioscopic categories.

Scientific Basis Of Medical Imaging

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Author : Peter Neil Temple Wells
language : en
Publisher:
Release Date : 1982

Scientific Basis Of Medical Imaging written by Peter Neil Temple Wells and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1982 with Medical categories.

Biomedical Image Processing And Biomedical Visualization

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Author :
language : en
Publisher:
Release Date : 1993

Biomedical Image Processing And Biomedical Visualization written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Breast categories.

Medical Imaging Iii

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Author : Roger H. Schneider
language : en
Publisher:
Release Date : 1989

Medical Imaging Iii written by Roger H. Schneider and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1989 with Medical categories.

Medical Image Processing

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Author : Geoff Dougherty
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-07-25

Medical Image Processing written by Geoff Dougherty and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-07-25 with Technology & Engineering categories.

The book is designed for end users in the field of digital imaging, who wish to update their skills and understanding with the latest techniques in image analysis. The book emphasizes the conceptual framework of image analysis and the effective use of image processing tools. It uses applications in a variety of fields to demonstrate and consolidate both specific and general concepts, and to build intuition, insight and understanding. Although the chapters are essentially self-contained they reference other chapters to form an integrated whole. Each chapter employs a pedagogical approach to ensure conceptual learning before introducing specific techniques and “tricks of the trade”. The book concentrates on a number of current research applications, and will present a detailed approach to each while emphasizing the applicability of techniques to other problems. The field of topics is wide, ranging from compressive (non-uniform) sampling in MRI, through automated retinal vessel analysis to 3-D ultrasound imaging and more. The book is amply illustrated with figures and applicable medical images. The reader will learn the techniques which experts in the field are currently employing and testing to solve particular research problems, and how they may be applied to other problems.