Lung Imaging And Cadx

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Lung Imaging and CADx

Author : Ayman El-Baz
Publisher : CRC Press
ISBN 13 : 042950828X
Total Pages : 384 pages
Book Rating : 4.4/5 (295 download)

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Book Synopsis Lung Imaging and CADx by : Ayman El-Baz

Download or read book Lung Imaging and CADx written by Ayman El-Baz and published by CRC Press. This book was released on 2019-04-24 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Developing an effective computer-aided diagnosis (CAD) system for lung cancer is of great clinical importance and can significantly increase the patient's chance for survival. For this reason, CAD systems for lung cancer have been investigated in a large number of research studies. A typical CAD system for lung cancer diagnosis is composed of four main processing steps: segmentation of the lung fields, detection of nodules inside the lung fields, segmentation of the detected nodules, and diagnosis of the nodules as benign or malignant. This book overviews the current state-of-the-art techniques that have been developed to implement each of these CAD processing steps. Overviews the latest state-of-the-art diagnostic CAD systems for lung cancer imaging and diagnosis Offers detailed coverage of 3D and 4D image segmentation Illustrates unique fully automated detection systems coupled with 4D Computed Tomography (CT) Written by authors who are world-class researchers in the biomedical imaging sciences Includes extensive references at the end of each chapter to enhance further study Ayman El-Baz is a professor, university scholar, and chair of the Bioengineering Department at the University of Louisville, Louisville, Kentucky. He earned his bachelor’s and master’s degrees in electrical engineering in 1997 and 2001, respectively. He earned his doctoral degree in electrical engineering from the University of Louisville in 2006. In 2009, he was named a Coulter Fellow for his contributions to the field of biomedical translational research. He has 17 years of hands-on experience in the fields of bio-imaging modeling and noninvasive computer-assisted diagnosis systems. He has authored or coauthored more than 500 technical articles (132 journals, 23 books, 57 book chapters, 211 refereed-conference papers, 137 abstracts, and 27 U.S. patents and disclosures). Jasjit S. Suri is an innovator, scientist, a visionary, an industrialist, and an internationally known world leader in biomedical engineering. He has spent over 25 years in the field of biomedical engineering/devices and its management. He received his doctorate from the University of Washington, Seattle, and his business management sciences degree from Weatherhead School of Management, Case Western Reserve University, Cleveland, Ohio. He was awarded the President’s Gold Medal in 1980 and named a Fellow of the American Institute of Medical and Biological Engineering for his outstanding contributions in 2004. In 2018, he was awarded the Marquis Life Time Achievement Award for his outstanding contributions and dedication to medical imaging and its management.

Lung Imaging and Computer Aided Diagnosis

Author : Ayman El-Baz
Publisher : CRC Press
ISBN 13 : 1439845581
Total Pages : 473 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Lung Imaging and Computer Aided Diagnosis by : Ayman El-Baz

Download or read book Lung Imaging and Computer Aided Diagnosis written by Ayman El-Baz and published by CRC Press. This book was released on 2016-04-19 with total page 473 pages. Available in PDF, EPUB and Kindle. Book excerpt: Lung cancer remains the leading cause of cancer-related deaths worldwide. Early diagnosis can improve the effectiveness of treatment and increase a patient's chances of survival. Thus, there is an urgent need for new technology to diagnose small, malignant lung nodules early as well as large nodules located away from large diameter airways because

Pulmonary Functional Imaging

Author : Yoshiharu Ohno
Publisher : Springer Nature
ISBN 13 : 3030435393
Total Pages : 363 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Pulmonary Functional Imaging by : Yoshiharu Ohno

Download or read book Pulmonary Functional Imaging written by Yoshiharu Ohno and published by Springer Nature. This book was released on 2020-12-11 with total page 363 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reviews the basics of pulmonary functional imaging using new CT and MR techniques and describes the clinical applications of these techniques in detail. The intention is to equip readers with a full understanding of pulmonary functional imaging that will allow optimal application of all relevant techniques in the assessment of a variety of diseases, including COPD, asthma, cystic fibrosis, pulmonary thromboembolism, pulmonary hypertension, lung cancer and pulmonary nodule. Pulmonary functional imaging has been promoted as a research and diagnostic tool that has the capability to overcome the limitations of morphological assessments as well as functional evaluation based on traditional nuclear medicine studies. The recent advances in CT and MRI and in medical image processing and analysis have given further impetus to pulmonary functional imaging and provide the basis for future expansion of its use in clinical applications. In documenting the utility of state-of-the-art pulmonary functional imaging in diagnostic radiology and pulmonary medicine, this book will be of high value for chest radiologists, pulmonologists, pulmonary surgeons, and radiation technologists.

Computer-Aided Detection and Diagnosis in Medical Imaging

Author : Qiang Li
Publisher : Taylor & Francis
ISBN 13 : 1439871779
Total Pages : 448 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Computer-Aided Detection and Diagnosis in Medical Imaging by : Qiang Li

Download or read book Computer-Aided Detection and Diagnosis in Medical Imaging written by Qiang Li and published by Taylor & Francis. This book was released on 2015-03-17 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: Improve the Accurate Detection and Diagnosis of Cancer and Other DiseasesDespite the expansion of the CAD field in recent decades, there is currently no single book dedicated to the development and use of CAD systems. Filling this need, Computer-Aided Detection and Diagnosis in Medical Imaging covers the major technical advances and methodologies s

Muller's Imaging of the Chest E-Book

Author : Christopher M. Walker
Publisher : Elsevier Health Sciences
ISBN 13 : 0323531792
Total Pages : 1104 pages
Book Rating : 4.3/5 (235 download)

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Book Synopsis Muller's Imaging of the Chest E-Book by : Christopher M. Walker

Download or read book Muller's Imaging of the Chest E-Book written by Christopher M. Walker and published by Elsevier Health Sciences. This book was released on 2018-08-17 with total page 1104 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reflecting recent major advances in the field, Müller's Imaging of the Chest, 2nd Edition, by Drs. Christopher M. Walker and Jonathan H. Chung, remains your go-to reference for all aspects of chest radiology, including the latest diagnostic modalities and interventional techniques. This exhaustive resource begins with a review of normal anatomy, progressing to expert coverage based first on how patients present in clinical practice, then on diagnosis or diagnostic category. This practical, easy-to-use format helps you effectively select and interpret the best imaging studies for the everyday challenges you face in thoracic imaging. Provides extensive new information on lung cancer screening, detailing the technique required to perform a lung cancer screening CT as well as how to interpret these examinations using ACR Lung-RADS. Contains four all-new chapters: Idiopathic pleuroparenchymal fibroelastosis, Interstitial pneumonia with autoimmune features, Non-infectious complications of lung and stem cell transplantation, and Leukemia. Updates you on recent advances regarding interstitial lung disease diagnosis, diffuse idiopathic pulmonary neuroendocrine cell hyperplasia (DIPNECH), interstitial pneumonia with autoimmune features (IPAF), pleuroparenchymal fibroelastosis, and much more. Explains the recent CT classification in usual interstitial pneumonia/idiopathic pulmonary fibrosis (UIP/IPF) diagnosis and what features are required to correctly categorize a CT into one of four specific patterns. Covers current topics such as bacterial, viral, fungal, and parasitic infections, and new staging and histologic classifications for various lung neoplasms including lung cancer and mesothelioma. Features more than 3,100 superior, large digital-quality images (many in full color) depicting all of the chest imaging findings you’re likely to see, and helping you distinguish between conditions with similar manifestations. Provides boxes highlighting key points to assist you with report writing, as well as suggestions for treatment and future imaging studies. Features a full-color design throughout, color-coded tables, classic signs boxes, and bulleted lists that highlight key concepts and get you to the information you need quickly.

Lung Cancer and Imaging

Author : Ayman El-Baz
Publisher :
ISBN 13 : 9780750325400
Total Pages : 0 pages
Book Rating : 4.3/5 (254 download)

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Book Synopsis Lung Cancer and Imaging by : Ayman El-Baz

Download or read book Lung Cancer and Imaging written by Ayman El-Baz and published by . This book was released on 2019 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Lung cancer is one of the most common cancers in both men and women worldwide. Early diagnosis of lung cancer can significantly increase the chances of a patient's survival, yet early detection has historically been difficult. As a result, there has been a great deal of progress in the development of accurate and fast diagnostic tools in recent years. Lung Cancer and Imaging provides an introduction to both the methods currently used in lung cancer diagnosis and the promising new techniques that are emerging. Areas covered include the major trends and challenges in lung cancer detection and diagnosis, classification of cancer types, lung feature extraction in joint PET/CT images, and algorithms in the area of low dosage CT lung cancer images. Part of Series in Physics and Engineering in Medicine and Biology.

Computed Tomography of the Lung

Author : Johny A. Verschakelen
Publisher : Springer Science & Business Media
ISBN 13 : 3540682600
Total Pages : 200 pages
Book Rating : 4.5/5 (46 download)

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Book Synopsis Computed Tomography of the Lung by : Johny A. Verschakelen

Download or read book Computed Tomography of the Lung written by Johny A. Verschakelen and published by Springer Science & Business Media. This book was released on 2007-12-20 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes the main appearance and distribution patterns of lung disease with the help of many color drawings and high-quality illustrations. This approach enables the reader to recognize these patterns and to interpret them in order to reach a diagnosis. In addition, the book includes many typical cases so that the reader can see how the information is applied.

Image Screening and Patient-specific Lung Segmentation Algorithm for Chest Radiographs

Author : Manawaduge Supun Samudika De Silva
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (137 download)

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Book Synopsis Image Screening and Patient-specific Lung Segmentation Algorithm for Chest Radiographs by : Manawaduge Supun Samudika De Silva

Download or read book Image Screening and Patient-specific Lung Segmentation Algorithm for Chest Radiographs written by Manawaduge Supun Samudika De Silva and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Chest radiography is a medical imaging modality widely used in computer-aided detection (CADe) and computer-aided diagnosis (CADx) systems to detect and diagnose pulmonary diseases. Chest radiographs (CRs) are susceptible to unforeseen variations that could lead a CADe/CADx (CAD) system to fail. We propose a solution to this problem by analyzing multiple methods including two new methods, No-skip U-Net (NSU-Net-X) and Eigen-X, for CRs. Each method's performance is measured for three classification tasks: classification between lung images and not-lung images, identifying color-inverted CRs, and detecting rotated CRs. The NSU-Net-X, which is an adaptation of U-Net, shows an average performance of 0.99 for the three tasks. The Eigen-X approach, built similar to a widely used face detection method, shows a 0.98 average performance. Following the image screening algorithm, we propose applying lung segmentation on CRs due to its important role in computer-aided detection and diagnosis using CRs. Currently, the U-Net and DeepLabv3+ convolutional neural network architectures are widely used to perform CR lung segmentation. To boost performance, ensemble methods are often used, whereby probability map outputs from several networks operating on the same input image are averaged. However, not all networks perform adequately for any specific patient image, even if the average network performance is good. To address this, we present a novel multi-network ensemble method that employs a selector network. The selector network evaluates the segmentation outputs from several networks; on a case-by-case basis, it selects which outputs are fused to form the final segmentation for that patient. Our candidate lung segmentation networks include U-Net, with five different encoder depths, and DeepLabv3+, with two different backbone networks (ResNet50 and ResNet18). Our selector network is a ResNet18 image classifier. We perform training of the segmentation networks and the selector network using the publicly available Shenzhen CR dataset. Performance testing is carried out with two independent publicly available CR datasets, namely, Montgomery County (MC) and Japanese Society of Radiological Technology (JSRT). Intersection-over-Union scores for the proposed selector ensemble approach are 13% higher than the standard averaging ensemble method on MC and 5% better on JSRT.

Diseases of the Chest, Breast, Heart and Vessels 2019-2022

Author : Juerg Hodler
Publisher : Springer
ISBN 13 : 3030111490
Total Pages : 238 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Diseases of the Chest, Breast, Heart and Vessels 2019-2022 by : Juerg Hodler

Download or read book Diseases of the Chest, Breast, Heart and Vessels 2019-2022 written by Juerg Hodler and published by Springer. This book was released on 2019-02-19 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book focuses on diagnostic and interventional imaging of the chest, breast, heart, and vessels. It consists of a remarkable collection of contributions authored by internationally respected experts, featuring the most recent diagnostic developments and technological advances with a highly didactical approach. The chapters are disease-oriented and cover all the relevant imaging modalities, including standard radiography, CT, nuclear medicine with PET, ultrasound and magnetic resonance imaging, as well as imaging-guided interventions. As such, it presents a comprehensive review of current knowledge on imaging of the heart and chest, as well as thoracic interventions and a selection of "hot topics". The book is intended for radiologists, however, it is also of interest to clinicians in oncology, cardiology, and pulmonology.

Lung Cancer Imaging

Author : James G. Ravenel
Publisher : Springer Science & Business Media
ISBN 13 : 1607616203
Total Pages : 205 pages
Book Rating : 4.6/5 (76 download)

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Book Synopsis Lung Cancer Imaging by : James G. Ravenel

Download or read book Lung Cancer Imaging written by James G. Ravenel and published by Springer Science & Business Media. This book was released on 2013-06-22 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt: While specialists often guide the care to lung cancer patients, it is often a general radiologist who is left to interpret studies that impact patient care and management. Lung Cancer Imaging provides a comprehensive guide to the diagnosis, staging and overview of the management of lung cancer relevant to practicing radiologists so that they can better understand the decision making issues and provide more directed and useful communication to the treating physicians. It Primary Care physicians will also find this book valuable to understand the relevant issues that they face when one of their patients is being treated for lung cancer.

Functional Lung Imaging

Author : David Lipson
Publisher : CRC Press
ISBN 13 : 9780367392772
Total Pages : 672 pages
Book Rating : 4.3/5 (927 download)

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Book Synopsis Functional Lung Imaging by : David Lipson

Download or read book Functional Lung Imaging written by David Lipson and published by CRC Press. This book was released on 2019-08-30 with total page 672 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by world authorities, this reference explores the utilization and advancement of state-of-the-art imaging modalities for the analysis of pulmonary function-providing an up-to-date and global perspective of imaging applications with detailed contributions from experts in Europe, North America, Japan, and Australia.

Imaging of Diseases of the Chest E-Book

Author : David M. Hansell
Publisher : Elsevier Health Sciences
ISBN 13 : 0723436673
Total Pages : 1209 pages
Book Rating : 4.7/5 (234 download)

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Book Synopsis Imaging of Diseases of the Chest E-Book by : David M. Hansell

Download or read book Imaging of Diseases of the Chest E-Book written by David M. Hansell and published by Elsevier Health Sciences. This book was released on 2009-12-11 with total page 1209 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the ideal resource for all those requiring an authoritative and up-to-date review of imaging appearances of diseases of the lung, pleura and mediastinum. Chest radiography and CT are integrated with other imaging techniques, including MRI and PET, where appropriate. The clinical and pathologic features of different diseases are provided in varying degrees of detail with more in depth coverage given to rarer and less well understood conditions. A single volume, comprehensive reference text on chest radiology.Provides in a single resource all of the information a generalist in diagnostic radiology needs to know. Concisely and clearly written by a team of 4 internationally recognized authors.Avoids the inconsistency, repetition, and unevenness of coverage that is inherent in multi-contributed books. Multimodality coverage integrated throughout every chapter.All of the applicable imaging modalities are covered in a clinically relevant, diagnostically helpful way. Approximately 3,000 high quality, good-sized images.Provides a complete visual guide that the practitioner can refer to for help in interpretation and diagnosis. Covers both common and uncommon disorders.Provides the user with a single comprehensive resource, no need to consult alternative resources. Access the full text online and download images via Expert Consult Access the latest version of the Fleischner Society's glossary of terms for thoracic imaging. Outlines, summary boxes, key points used throughout.Makes content more accessible by highlighting essential information. Brand new color images to illustrate Functional imaging techniques.Many of the new imaging techniques can provide functional as well as anatomic information. Introduction of a second color throughout in summary boxes in order to better highlight key information. There’s a wealth of key information in the summary boxes—will be highlighted more from the narrative text and will therefore be easier to access. Practical tips on identifying anatomic variants and artefacts in order to avoid diagnostic pitfalls.Many misdiagnoses are the result of basic errors in correlating the anatomic changes seen with imaging to their underlying pathologic processes. Latest techniques in CT, MRI and PET as they relate to thoracic diseases. The pace of development in imaging modalities and new applications/refined techniques in existing modalities continues to drive radiology forward as a specialty. Emphasis on cost-effective image/modality selection.Addresses the hugely important issue of cost-containment by emphasizing which imaging modality is helpful and which is not in any given clinical diagnosis. COPD and Diffuse Lung Disease, Small Airway disease chapters extensively up-dated. Access the full text online and download images via Expert Consult Access the latest version of the Fleischner Society's glossary of terms for thoracic imaging.

Quantitative Imaging Tools for Lung Cancer Drug Assessment

Author : James L. Mulshine
Publisher : Wiley-OSA
ISBN 13 :
Total Pages : 184 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Quantitative Imaging Tools for Lung Cancer Drug Assessment by : James L. Mulshine

Download or read book Quantitative Imaging Tools for Lung Cancer Drug Assessment written by James L. Mulshine and published by Wiley-OSA. This book was released on 2008-04-14 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presents chapters written by leading clinical researchers in the field of lung cancer, where high resolution 3-D imaging technology appears to hold the greatest near-term promise, as well as contributions from recognized experts in CAD, medical information technology systems, regulatory procedure, x-ray standards development, and clinical trial design. These expert contributors discuss the current state of the art and provide a road map for directing further research in lung cancer as well as other organ systems.

Clinically Oriented Pulmonary Imaging

Author : Jeffrey P. Kanne
Publisher : Springer Science & Business Media
ISBN 13 : 1617795429
Total Pages : 309 pages
Book Rating : 4.6/5 (177 download)

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Book Synopsis Clinically Oriented Pulmonary Imaging by : Jeffrey P. Kanne

Download or read book Clinically Oriented Pulmonary Imaging written by Jeffrey P. Kanne and published by Springer Science & Business Media. This book was released on 2012-01-13 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: Diagnostic imaging is an essential component in the evaluation of the patient with known or suspected respiratory tract disease. While chest radiography continues to serve as the primary tool for imaging the chest, advances in computed tomography (CT) have led to a variety of applications such as high-resolution CT (HRCT), advanced 3-D airway imaging, and image-guided procedures. The aim of this book is to deliver a clinically-oriented approach to pulmonary imaging. Each chapter of the book will provide an organized approach to the different facets of imaging of specific clinical scenarios, focusing on strengths and weaknesses of available imaging tests. High quality examples of typical imaging findings of specific conditions will supplement the text. The target readers include practicing internists, pulmonologists, thoracic surgeons, and primary care practitioners. Other readers will include respiratory care therapists and medical students. The proposed cohort of authors represents experts in the field of thoracic radiology. These authors have experience in thoracic radiology and medical writing, each will deliver a high-quality chapter meeting the aims and scope of this book while addressing the target audience. Aside from the first three chapters, which are introductory materials, each author will be invited to select a clinician with whom they work closely to serve as a co-author in order to provide a chapter that maintains the clinical orientation of this book.

Imaging of Diseases of the Chest

Author : Peter Armstrong
Publisher :
ISBN 13 :
Total Pages : 1000 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Imaging of Diseases of the Chest by : Peter Armstrong

Download or read book Imaging of Diseases of the Chest written by Peter Armstrong and published by . This book was released on 1995 with total page 1000 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Detection Systems in Lung Cancer and Imaging, Volume 1

Author : Ayman El-Baz
Publisher : IOP Publishing Limited
ISBN 13 : 9780750333535
Total Pages : 450 pages
Book Rating : 4.3/5 (335 download)

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Book Synopsis Detection Systems in Lung Cancer and Imaging, Volume 1 by : Ayman El-Baz

Download or read book Detection Systems in Lung Cancer and Imaging, Volume 1 written by Ayman El-Baz and published by IOP Publishing Limited. This book was released on 2022-01-20 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on major trends and challenges in the detection of lung cancer, presenting work aimed at identifying new techniques and their use in biomedical analysis. This volume covers recent advancements in lung cancer and imaging detection and classification, examining the main applications of Computer aided diagnosis (CAD) relating to lung cancer: lung nodule segmentation, lung nodule classification, and Big Data in lung cancer. Ideal for academics working in lung cancer, data-mining, machine learning, deep learning and reinforcement learning, as well as industry professionals working in the areas of healthcare, lung cancer imaging, machine learning, deep learning and reinforcement learning, this edited collection comprises an essential reference for researchers at the forefront of the field, and provides a high-level entry point for more advanced students. Key Features: -Unique focus on advance work in detection system and classification systems. -An updated reference for lung cancer detection via imaging. -Focus on progressive deep learning and machine learning applications for more effective detection.

Image-Guided Management of COVID-19 Lung Disease

Author : Robert L. Bard
Publisher : Springer Nature
ISBN 13 : 303066614X
Total Pages : 163 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Image-Guided Management of COVID-19 Lung Disease by : Robert L. Bard

Download or read book Image-Guided Management of COVID-19 Lung Disease written by Robert L. Bard and published by Springer Nature. This book was released on 2021-07-09 with total page 163 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a detailed and up-to-date overview of image-guided diagnostics in COVID-19 lung disease. A range of image-guided CT and ultrasound procedures in different chest regions are described. For each procedure, the benefits of image guidance are presented and its specialized application explained in the adult (outpatient, triage and hospital setting) and the pediatric patient. Lung Ultrasound Image Guidance assesses this rapidly evolving disease in real time while CT scans may be precisely targeted. The editor provides his 50+ year experience of multidisciplinary chest imaging including battlefield experience to optimally combat this recent viral assault. Image-Guided Management will be a valuable guide and reference not only for radiologists and pulmonary practitioners, but also for imaging technicians and First Responders. The intense public interest in safety and prevention is covered in the chapters on protection and decontamination. A chapter addressing the multiplicity of organ damage is useful for cardiologists and internists given the long differential diagnosis of respiratory distress entities. The emergence of point of care ultrasound providing 24/7 diagnostic access into inflammatory processes of the lung heralds its ascendance to the top tier of acute care diagnostic tools.