A systematic review on the role of artificial intelligence in sonographic diagnosis of thyroid cancer: Past, present and future

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Author :
Publisher : Infinite Study
ISBN 13 :
Total Pages : 9 pages
Book Rating : 4./5 ( download)

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Book Synopsis A systematic review on the role of artificial intelligence in sonographic diagnosis of thyroid cancer: Past, present and future by : Fatemeh Abdolali

Download or read book A systematic review on the role of artificial intelligence in sonographic diagnosis of thyroid cancer: Past, present and future written by Fatemeh Abdolali and published by Infinite Study. This book was released on with total page 9 pages. Available in PDF, EPUB and Kindle. Book excerpt: Thyroid cancer is common worldwide, with a rapid increase in prevalence across North America in recent years. While most patients present with palpable nodules through physical examination, a large number of small and medium-sized nodules are detected by ultrasound examination. Suspicious nodules are then sent for biopsy through fine needle aspiration. Since biopsies are invasive and sometimes inconclusive, various research groups have tried to develop computer-aided diagnosis systems. Earlier approaches along these lines relied on clinically relevant features that were manually identified by radiologists. With the recent success of artificial intelligence (AI), various new methods are being developed to identify these features in thyroid ultrasound automatically. In this paper, we present a systematic review of state-of-the-art on AI application in sonographic diagnosis of thyroid cancer. This review follows a methodology-based classification of the different techniques available for thyroid cancer diagnosis.

Artificial Intelligence in Medical Imaging

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Publisher : Springer
ISBN 13 : 3319948784
Total Pages : 369 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Artificial Intelligence in Medical Imaging by : Erik R. Ranschaert

Download or read book Artificial Intelligence in Medical Imaging written by Erik R. Ranschaert and published by Springer. This book was released on 2019-01-29 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Multidisciplinary Applications of Deep Learning-Based Artificial Emotional Intelligence

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Publisher : IGI Global
ISBN 13 : 1668456753
Total Pages : 315 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Multidisciplinary Applications of Deep Learning-Based Artificial Emotional Intelligence by : Chowdhary, Chiranji Lal

Download or read book Multidisciplinary Applications of Deep Learning-Based Artificial Emotional Intelligence written by Chowdhary, Chiranji Lal and published by IGI Global. This book was released on 2022-10-21 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: Emotional intelligence has emerged as an important area of research in the artificial intelligence field as it covers a wide range of real-life domains. Though machines may never need all the emotional skills that people need, there is evidence to suggest that machines require at least some of these skills to appear intelligent when interacting with people. To understand how deep learning-based emotional intelligence can be applied and utilized across industries, further study on its opportunities and future directions is required. Multidisciplinary Applications of Deep Learning-Based Artificial Emotional Intelligence explores artificial intelligence applications, such as machine and deep learning, in emotional intelligence and examines their use towards attaining emotional intelligence acceleration and augmentation. It provides research on tools used to simplify and streamline the formation of deep learning for system architects and designers. Covering topics such as data analytics, deep learning, knowledge management, and virtual emotional intelligence, this reference work is ideal for computer scientists, engineers, industry professionals, researchers, scholars, practitioners, academicians, instructors, and students.

Emerging Computer Technologies 2

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Publisher : İzmir Akademi Derneği
ISBN 13 : 605722132X
Total Pages : 46 pages
Book Rating : 4.0/5 (572 download)

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Book Synopsis Emerging Computer Technologies 2 by : Ömer Aydın

Download or read book Emerging Computer Technologies 2 written by Ömer Aydın and published by İzmir Akademi Derneği. This book was released on 2022-12-31 with total page 46 pages. Available in PDF, EPUB and Kindle. Book excerpt: There is rapid development and change in the field of computer science today. These affect all areas of life. Emerging topics in computer science are covered in this book. In the first chapter, a specific IoT application called a smart mailbox with face recognition, which uses cellular connectivity and image processing to securely deliver valuable documents. The prototype for this system includes a fingerprint reader, camera, electromagnetic lock, and various other components connected to an Arduino Uno and a Raspberry Pi, and uses OpenCV and Python software for face detection and recognition. In the second chapter, authors compares and evaluates the main characteristics of 5G channels and the performance of two channel coding candidates, low-density parity-check (LDPC) codes and polar codes. The analysis considers block error rate, bit error rate, computational complexity, and flexibility, and finds that polar codes outperform LDPC code systems, though LDPC is still a viable option compared to other code systems. The third chapter focuses on how to reliably process and store DNA sequences in EHR systems without any modifications. To achieve this, the authors introduce a coding technique and evaluate its effectiveness using the Hamming code and Reed-Solomon coding schemes on a sample data set. The results show that the Reed-Solomon coding scheme outperforms the Hamming code in terms of error detection and correction for securely processing DNA records to EHR systems. The next chapter investigates the robustness of AI models trained on thyroid ultrasound images using different convolutional neural network (CNN) architectures (VGG19, Xception, ResNet50V2, and EfficientNetB2) against adversarial attacks using the fast gradient sign method (FGSM), basic iterative method (BIM), and projected gradient descent (PGD) techniques. In the fifth chapter, it was questioned whether artificial intelligence could write an academic article. In this direction, an academic article was created and evaluated by OpenAI ChatGPT. The final chapter proposes an application to measure RF signal intensities in urban areas and use that information to estimate the amount of energy that can be harvested from these signals. This information is then presented to users through a geographical information system.

Augmented and Virtual Reality in Industry 5.0

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Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110790483
Total Pages : 349 pages
Book Rating : 4.1/5 (17 download)

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Book Synopsis Augmented and Virtual Reality in Industry 5.0 by : Richa Goel

Download or read book Augmented and Virtual Reality in Industry 5.0 written by Richa Goel and published by Walter de Gruyter GmbH & Co KG. This book was released on 2023-06-19 with total page 349 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited volume collects a series of studies concerning the most recent developments in the industrial applications of augmented and virtual reality. Each chapter outlines the most recent advancements in the theory and applications of augmented and virtual reality to different sectors of technology, industry and society. The book thus contributes to a study of the interaction between humans and machines in Industry 5.0.

MR Imaging of Head and Neck Cancer, An Issue of Magnetic Resonance Imaging Clinics of North America, E-Book

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Author :
Publisher : Elsevier Health Sciences
ISBN 13 : 0323835678
Total Pages : 233 pages
Book Rating : 4.3/5 (238 download)

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Book Synopsis MR Imaging of Head and Neck Cancer, An Issue of Magnetic Resonance Imaging Clinics of North America, E-Book by : Ahmed Abdel Khalek Abdel Razek

Download or read book MR Imaging of Head and Neck Cancer, An Issue of Magnetic Resonance Imaging Clinics of North America, E-Book written by Ahmed Abdel Khalek Abdel Razek and published by Elsevier Health Sciences. This book was released on 2021-11-26 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this issue of MRI Clinics, guest editor Dr. Ahmed Abdel Khalek Abdel Razek brings his considerable expertise to the topic of MR Imaging of Head and Neck Cancer. Top experts in the field cover key topics such as artificial intelligence and deep learning of head and neck cancer, MR imaging of salivary gland tumors, MR imaging of vascular malformations and tumors of the head and neck, and more. - Contains 14 relevant, practice-oriented topics including the role of MR imaging in head and neck squamous cell carcinoma; MR imaging of nasopharyngeal carcinoma; MR imaging of oropharyngeal cancer and oral cavity tumors; MR imaging of laryngeal and hypopharyngeal cancer; MR imaging of nasal and paranasal sinuses tumors; and more. - Provides in-depth clinical reviews on MR imaging of head and neck cancer, offering actionable insights for clinical practice. - Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field. Authors synthesize and distill the latest research and practice guidelines to create clinically significant, topic-based reviews.

An era of personalized medicine in breast cancer: Integrating artificial intelligence into practice

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Publisher : Frontiers Media SA
ISBN 13 : 2832527671
Total Pages : 170 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis An era of personalized medicine in breast cancer: Integrating artificial intelligence into practice by : Nosheen Masood

Download or read book An era of personalized medicine in breast cancer: Integrating artificial intelligence into practice written by Nosheen Masood and published by Frontiers Media SA. This book was released on 2023-06-29 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Next Generation Sequencing

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Author :
Publisher : BoD – Books on Demand
ISBN 13 : 9535122401
Total Pages : 466 pages
Book Rating : 4.5/5 (351 download)

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Book Synopsis Next Generation Sequencing by : Jerzy Kulski

Download or read book Next Generation Sequencing written by Jerzy Kulski and published by BoD – Books on Demand. This book was released on 2016-01-14 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: Next generation sequencing (NGS) has surpassed the traditional Sanger sequencing method to become the main choice for large-scale, genome-wide sequencing studies with ultra-high-throughput production and a huge reduction in costs. The NGS technologies have had enormous impact on the studies of structural and functional genomics in all the life sciences. In this book, Next Generation Sequencing Advances, Applications and Challenges, the sixteen chapters written by experts cover various aspects of NGS including genomics, transcriptomics and methylomics, the sequencing platforms, and the bioinformatics challenges in processing and analysing huge amounts of sequencing data. Following an overview of the evolution of NGS in the brave new world of omics, the book examines the advances and challenges of NGS applications in basic and applied research on microorganisms, agricultural plants and humans. This book is of value to all who are interested in DNA sequencing and bioinformatics across all fields of the life sciences.

Artificial Intelligence Enabled Management

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Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3111173259
Total Pages : 249 pages
Book Rating : 4.1/5 (111 download)

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Book Synopsis Artificial Intelligence Enabled Management by : Rubee Singh

Download or read book Artificial Intelligence Enabled Management written by Rubee Singh and published by Walter de Gruyter GmbH & Co KG. This book was released on 2024-06-04 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: Companies in developing countries are adopting Artificial Intelligence applications to increase efficiency and open new markets for their products. This book explores the multifarious capabilities and applications of AI in the context of these emerging economies and its role as a driver for decision making in current management practices. Artificial Intelligence Enabled Management argues that the economic problems facing academics, professionals, managers, governments, businesses and those at the bottom of the economic pyramid have a technical solution that relates to AI. Businesses in developing countries are using cutting-edge AI-based solutions to improve autonomous delivery of goods and services, implement automation of production and develop mobile apps for services and access to credit. By integrating data from websites, social media and conventional channels, companies are developing data management platforms, good business plans and creative business models. By increasing productivity, automating business processes, financial solutions and government services, AI can drive economic growth in these emerging economies. Public and private sectors can work together to find innovative solutions that simultaneously alleviate poverty and inequality and increase economic mobility and prosperity. The thought-provoking contributions in this book also bring attention to new barriers that have emerged in the acceptance, use, integration and deployment of AI by businesses in developing countries and explore the often-overlooked drawbacks of AI adoption that can hinder or even cause value loss. The book is a must-read for policymakers, researchers, and anyone interested in understanding the critical role of AI in the emerging economy perspective.

Technological Innovations and Pancreatic Cancer

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Publisher : Frontiers Media SA
ISBN 13 : 2832555756
Total Pages : 126 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Technological Innovations and Pancreatic Cancer by : Samir Pathak

Download or read book Technological Innovations and Pancreatic Cancer written by Samir Pathak and published by Frontiers Media SA. This book was released on 2024-11-15 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt: Pancreatic cancer remains one of the leading causes of cancer-related deaths. The survival remains extremely low with an estimated overall 5-year survival rate of approximately 5%. For patients who are able to undergo surgery the 5-year survival rate is approximately 20-30%. Unlike other solid organ malignancies, the 5-year survival of pancreatic cancer has not improved significantly over the last few decades. There is an urgent need for more effective treatments for both resectable and unresectable cancer to improve outcomes for patients Innovations on the early, non-invasive diagnosis and more efficient treatments are desperately needed to further improve outcomes. It is imperative that when new techniques are introduced into clinical practice, they are done so in a manner that is transparent to ensure. Furthermore, the technique should be described in detail alongside patient selection (and evolution with time), governance arrangements, clinical- and patient-reported outcomes to ensure incremental learning occurs so promising innovations are adopted rapidly.

Medical Imaging Informatics

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Publisher : Springer Science & Business Media
ISBN 13 : 1441903852
Total Pages : 454 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Medical Imaging Informatics by : Alex A.T. Bui

Download or read book Medical Imaging Informatics written by Alex A.T. Bui and published by Springer Science & Business Media. This book was released on 2009-12-01 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: Medical Imaging Informatics provides an overview of this growing discipline, which stems from an intersection of biomedical informatics, medical imaging, computer science and medicine. Supporting two complementary views, this volume explores the fundamental technologies and algorithms that comprise this field, as well as the application of medical imaging informatics to subsequently improve healthcare research. Clearly written in a four part structure, this introduction follows natural healthcare processes, illustrating the roles of data collection and standardization, context extraction and modeling, and medical decision making tools and applications. Medical Imaging Informatics identifies core concepts within the field, explores research challenges that drive development, and includes current state-of-the-art methods and strategies.

Practical Management of Thyroid Cancer

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Publisher : Springer
ISBN 13 : 3319917250
Total Pages : 387 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Practical Management of Thyroid Cancer by : Ujjal K. Mallick

Download or read book Practical Management of Thyroid Cancer written by Ujjal K. Mallick and published by Springer. This book was released on 2018-09-17 with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by a multidisciplinary team of experts involved in the development of standards and guidelines for its management in the USA, UK, Europe and Asia, the book contains succinct and knowledgeable summaries of the management of thyroid cancer. Every chapter describes a different aspect of care, and provides clear and detailed information about caring for patients with this group of tumors. This is an invaluable reference to health care professionals, from primary to tertiary care, involved in the management of thyroid cancer such as clinical nurse specialists, clinical psychologists, family medicine practitioners, specialists in palliative care (especially for anaplastic thyroid cancers), geneticists and surgeons, endocrinologists, oncologists, pathologists, and radiologists.

The Bethesda System for Reporting Thyroid Cytopathology

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Publisher : Springer Science & Business Media
ISBN 13 : 0387876669
Total Pages : 257 pages
Book Rating : 4.3/5 (878 download)

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Book Synopsis The Bethesda System for Reporting Thyroid Cytopathology by : Syed Z. Ali

Download or read book The Bethesda System for Reporting Thyroid Cytopathology written by Syed Z. Ali and published by Springer Science & Business Media. This book was released on 2010-03-20 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: This atlas is the offspring of the “The National Cancer Institute (NCI) Thyroid Fine Needle Aspiration (FNA) State of the Science Conference,” hosted by the NCI and organized by Dr. Andrea Abati. Preparations for the conference began 18 months earlier with the designation of a steering committee and the establishment of a dedicated, p- manent web site. The meeting took place on October 22 and 23, 2007 in Bethesda, Maryland and was co-moderated by Susan J. Mandel and Edmund S. Cibas. The discussions and conclusions regarding terminology and morphologic criteria 1, 2 from the meeting were summarized in publications by Baloch et al. and form the framework for this atlas. The atlas is organized by the general categories of “Nondiagnostic,” “Benign,” “Follicular Neoplasm/Suspicious for a Follicular Neoplasm”, “Suspicious for Malignancy,” and “Malignant,” and it includes the defi- tions and morphologic criteria of these categories as set forth by Baloch et al. The majority of the conference participants also agreed on a category of “undetermined significance,” which is incorporated in this atlas (Chap. 4). It is critical that the cytopathologist communicate thyroid FNA interpretations to the referring physician in terms that are succinct, unambiguous, and helpful clinically. We recognize that the terminology used here is a flexible framework that can be modified by individual laboratories to meet the needs of their providers and the patients they serve.

Biomedical Data Mining for Information Retrieval

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Publisher : John Wiley & Sons
ISBN 13 : 111971124X
Total Pages : 450 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis Biomedical Data Mining for Information Retrieval by : Sujata Dash

Download or read book Biomedical Data Mining for Information Retrieval written by Sujata Dash and published by John Wiley & Sons. This book was released on 2021-08-24 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: BIOMEDICAL DATA MINING FOR INFORMATION RETRIEVAL This book not only emphasizes traditional computational techniques, but discusses data mining, biomedical image processing, information retrieval with broad coverage of basic scientific applications. Biomedical Data Mining for Information Retrieval comprehensively covers the topic of mining biomedical text, images and visual features towards information retrieval. Biomedical and health informatics is an emerging field of research at the intersection of information science, computer science, and healthcare and brings tremendous opportunities and challenges due to easily available and abundant biomedical data for further analysis. The aim of healthcare informatics is to ensure the high-quality, efficient healthcare, better treatment and quality of life by analyzing biomedical and healthcare data including patient’s data, electronic health records (EHRs) and lifestyle. Previously, it was a common requirement to have a domain expert to develop a model for biomedical or healthcare; however, recent advancements in representation learning algorithms allows us to automatically to develop the model. Biomedical image mining, a novel research area, due to the vast amount of available biomedical images, increasingly generates and stores digitally. These images are mainly in the form of computed tomography (CT), X-ray, nuclear medicine imaging (PET, SPECT), magnetic resonance imaging (MRI) and ultrasound. Patients’ biomedical images can be digitized using data mining techniques and may help in answering several important and critical questions relating to healthcare. Image mining in medicine can help to uncover new relationships between data and reveal new useful information that can be helpful for doctors in treating their patients. Audience Researchers in various fields including computer science, medical informatics, healthcare IOT, artificial intelligence, machine learning, image processing, clinical big data analytics.

Smart Healthcare Systems

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Publisher : CRC Press
ISBN 13 : 0429671776
Total Pages : 249 pages
Book Rating : 4.4/5 (296 download)

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Book Synopsis Smart Healthcare Systems by : Adwitiya Sinha

Download or read book Smart Healthcare Systems written by Adwitiya Sinha and published by CRC Press. This book was released on 2019-07-24 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: About the Book The book provides details of applying intelligent mining techniques for extracting and pre-processing medical data from various sources, for application-based healthcare research. Moreover, different datasets are used, thereby exploring real-world case studies related to medical informatics. This book would provide insight to the learners about Machine Learning, Data Analytics, and Sustainable Computing. Salient Features of the Book Exhaustive coverage of Data Analysis using R Real-life healthcare models for: Visually Impaired Disease Diagnosis and Treatment options Applications of Big Data and Deep Learning in Healthcare Drug Discovery Complete guide to learn the knowledge discovery process, build versatile real life healthcare applications Compare and analyze recent healthcare technologies and trends Target Audience This book is mainly targeted at researchers, undergraduate, postgraduate students, academicians, and scholars working in the area of data science and its application to health sciences. Also, the book is beneficial for engineers who are engaged in developing actual healthcare solutions.

Ultrasound in Oncology: Application of Big Data and Artificial Intelligence

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Publisher : Frontiers Media SA
ISBN 13 : 288974311X
Total Pages : 129 pages
Book Rating : 4.8/5 (897 download)

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Book Synopsis Ultrasound in Oncology: Application of Big Data and Artificial Intelligence by : Hui-Xiong Xu

Download or read book Ultrasound in Oncology: Application of Big Data and Artificial Intelligence written by Hui-Xiong Xu and published by Frontiers Media SA. This book was released on 2022-02-09 with total page 129 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Radiology in Global Health

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Publisher : Springer
ISBN 13 : 1461406048
Total Pages : 273 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Radiology in Global Health by : Daniel J. Mollura

Download or read book Radiology in Global Health written by Daniel J. Mollura and published by Springer. This book was released on 2014-07-02 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: The World Health Organization stated that approximately two-thirds of the world’s population lacks adequate access to medical imaging. The scarcity of imaging services in developing regions contributes to a widening disparity of health care and limits global public health programs that require imaging. Radiology is an important component of many global health programs, including those that address tuberculosis, AIDS-related disease, trauma, occupational and environmental exposures, breast cancer screening, and maternal-infant health care. There is a growing need for medical imaging in global health efforts and humanitarian outreach, particularly as an increasing number of academic, government, and non-governmental organizations expand delivery of health care to disadvantaged people worldwide. To systematically deploy clinical imaging services to low-resource settings requires contributions from a variety of disciplines such as clinical radiology, epidemiology, public health, finance, radiation physics, information technology, engineering, and others. This book will review critical concepts for those interested in managing, establishing, or participating in a medical imaging program for resource-limited environments and diverse cross-cultural contexts undergoing imaging technology adaptation.