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Author: Jens Petersen
Publisher: Springer
ISBN: 9783030624682
Category : Computers
Languages : en
Pages : 166
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Book Description
This book constitutes the proceedings of the Second International Workshop on Thoracic Image Analysis, TIA 2020, held in Lima, Peru, in October 2020. Due to COVID-19 pandemic the conference was held virtually. COVID-19 infection has brought a lot of attention to lung imaging and the role of CT imaging in the diagnostic workflow of COVID-19 suspects is an important topic. The 14 full papers presented deal with all aspects of image analysis of thoracic data, including: image acquisition and reconstruction, segmentation, registration, quantification, visualization, validation, population-based modeling, biophysical modeling (computational anatomy), deep learning, image analysis in small animals, outcome-based research and novel infectious disease applications.
Author: Jens Petersen
Publisher: Springer
ISBN: 9783030624682
Category : Computers
Languages : en
Pages : 166
Get Book Here
Book Description
This book constitutes the proceedings of the Second International Workshop on Thoracic Image Analysis, TIA 2020, held in Lima, Peru, in October 2020. Due to COVID-19 pandemic the conference was held virtually. COVID-19 infection has brought a lot of attention to lung imaging and the role of CT imaging in the diagnostic workflow of COVID-19 suspects is an important topic. The 14 full papers presented deal with all aspects of image analysis of thoracic data, including: image acquisition and reconstruction, segmentation, registration, quantification, visualization, validation, population-based modeling, biophysical modeling (computational anatomy), deep learning, image analysis in small animals, outcome-based research and novel infectious disease applications.
Author: Jens Petersen
Publisher: Springer Nature
ISBN: 3030624692
Category : Computers
Languages : en
Pages : 170
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Book Description
This book constitutes the proceedings of the Second International Workshop on Thoracic Image Analysis, TIA 2020, held in Lima, Peru, in October 2020. Due to COVID-19 pandemic the conference was held virtually. COVID-19 infection has brought a lot of attention to lung imaging and the role of CT imaging in the diagnostic workflow of COVID-19 suspects is an important topic. The 14 full papers presented deal with all aspects of image analysis of thoracic data, including: image acquisition and reconstruction, segmentation, registration, quantification, visualization, validation, population-based modeling, biophysical modeling (computational anatomy), deep learning, image analysis in small animals, outcome-based research and novel infectious disease applications.
Author: Om Prakash Jena
Publisher: John Wiley & Sons
ISBN: 1119818680
Category : Computers
Languages : en
Pages : 434
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Book Description
COMPUTATIONAL INTELLIGENCE and HEALTHCARE INFORMATICS The book provides the state-of-the-art innovation, research, design, and implements methodological and algorithmic solutions to data processing problems, designing and analysing evolving trends in health informatics, intelligent disease prediction, and computer-aided diagnosis. Computational intelligence (CI) refers to the ability of computers to accomplish tasks that are normally completed by intelligent beings such as humans and animals. With the rapid advance of technology, artificial intelligence (AI) techniques are being effectively used in the fields of health to improve the efficiency of treatments, avoid the risk of false diagnoses, make therapeutic decisions, and predict the outcome in many clinical scenarios. Modern health treatments are faced with the challenge of acquiring, analyzing and applying the large amount of knowledge necessary to solve complex problems. Computational intelligence in healthcare mainly uses computer techniques to perform clinical diagnoses and suggest treatments. In the present scenario of computing, CI tools present adaptive mechanisms that permit the understanding of data in difficult and changing environments. The desired results of CI technologies profit medical fields by assembling patients with the same types of diseases or fitness problems so that healthcare facilities can provide effectual treatments. This book starts with the fundamentals of computer intelligence and the techniques and procedures associated with it. Contained in this book are state-of-the-art methods of computational intelligence and other allied techniques used in the healthcare system, as well as advances in different CI methods that will confront the problem of effective data analysis and storage faced by healthcare institutions. The objective of this book is to provide researchers with a platform encompassing state-of-the-art innovations; research and design; implementation of methodological and algorithmic solutions to data processing problems; and the design and analysis of evolving trends in health informatics, intelligent disease prediction and computer-aided diagnosis. Audience The book is of interest to artificial intelligence and biomedical scientists, researchers, engineers and students in various settings such as pharmaceutical & biotechnology companies, virtual assistants developing companies, medical imaging & diagnostics centers, wearable device designers, healthcare assistance robot manufacturers, precision medicine testers, hospital management, and researchers working in healthcare system.
Author: Juerg Hodler
Publisher: Springer
ISBN: 3030111490
Category : Medical
Languages : en
Pages : 237
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Book Description
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.
Author: Karl Rohr
Publisher: Springer Science & Business Media
ISBN: 9780792367512
Category : Computers
Languages : en
Pages : 328
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Book Description
This is the first comprehensive treatment of the extraction of landmarks from multimodality images and the use of these features for elastic image registration. The emphasis is on model-based approaches, i.e. on the use of explicitly represented knowledge in computer vision. Both geometric models (describing the shape of objects) and intensity models (directly representing the image intensities) are utilized. The work describes theoretical foundations, computational and algorithmic issues, as well as practical applications, notably in medicine (neurosurgery and radiology), remote sensing, and industrial automation. Connections with computer graphics and artificial intelligence are illustrated. Audience: This volume will be of interest to readers seeking an introduction and overview of landmark-based image analysis, and in particular to graduate students and researchers in computer science, engineering, computer vision, and medical image analysis.
Author: Ashish Chawla
Publisher: Springer
ISBN: 9811325448
Category : Medical
Languages : en
Pages : 459
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Book Description
This book covers the imaging of thoracic structures with a focus on evaluation of the lungs. Pulmonary conditions are the most common global cause of mortality and morbidity, with lung cancer and tuberculosis being prevalent diseases in the developed and developing world, respectively. In the last few years there have been rapid changes in the imaging interpretation of lung diseases, particularly imaging of idiopathic pulmonary fibrosis. However, updated literature is not available yet. Filling this gap, the book provides radiologists with up-to-date, handy information on reading chest scans. This book uses standard terms and lexicons to describe the imaging findings. It consists of 14 chapters, and includes more than 1200 illustrations covering both commonly and rarely encountered conditions. The first chapter discusses imaging patterns and signs in thoracic imaging, while the chapter on interstitial lung diseases describes the hallmarks that are useful in the diagnostic pathway of these diseases. This chapter also incorporates the latest diagnostic categories of UIP based on CT patterns, and provides pictorial examples. Written by experts in the field, the book highlights imaging features and relevant clinical findings that may help in reaching diagnosis, and wherever possible, it presents the imaging features in tables for ease of memorizing.
Author: Kathy McQuillen-Martensen
Publisher: Saunders
ISBN:
Category : Medical
Languages : en
Pages : 568
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Book Description
This comprehensive guide shows how to reduce the need for repeat radiographs. It teaches how to carefully evaluate an image, how to identify the improper positioning or technique that caused a poor image, and how to correct the problem. This text equips radiographers with the critical thinking skills needed to anticipate and adjust for positioning and technique challenges before a radiograph is taken, so they can produce the best possible diagnostic quality radiographs. Provides a complete guide to evaluating radiographs and troubleshooting positioning and technique errors, increasing the likelihood of getting a good image on the first try. Offers step-by-step descriptions of all evaluation criteria for every projection along with explanations of how to reposition or adjust technique to produce an acceptable image. Familiarizes technologists with what can go wrong, so they can avoid retakes and reduce radiation exposure for patients and themselves. Provides numerous critique images for evaluation, so that readers can study poor images and understand what factors contributed to their production and what adjustments need to be made. Combines coverage of both positioning and technique errors, as these are likely to occur together in the clinical environment. Student workbook available for separate purchase for more practice with critique of radiographs. Provides Evolve website with a course management platform for instructors who want to post course materials online. Expanded coverage to include technique and positioning adjustments required by computed radiography. Pediatric radiography, covering radiation protection and special problems of obtaining high-quality images of pediatric patients. Evaluation criteria related to technique factors, which historically account for 60%-70% of retakes. New chapter on evaluation of images of the gastrointestinal system. Pitfalls of trauma and mobile imaging to encourage quick thinking and problem-solving in trauma situations. Improved page design and formatting to call attention to most important content.
Author: Iacopo Carbone
Publisher: Springer Nature
ISBN: 3030357651
Category : Medical
Languages : en
Pages : 182
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Book Description
This book offers a comprehensive overview of all major pathologic conditions involving the lung and mediastinum and the related diagnostic procedures. Oncologic and non-oncologic conditions are reviewed and described in detail, featuring, besides normal anatomy, also high quality images from several modalities (including X-ray, CT, MR and PET), as well as b/w and color illustrations and line drawings. Complications associated with surgical and oncological treatments are also presented in detail with extensive imaging examples. The book provides a thorough coverage of the topic of thoracic imaging, yet considering a concise and synthetic approach essential to optimal learning. The book will be a useful reference guide for the everyday clinical practice of young radiologists, residents and medical students.
Author: Francesco Feletti
Publisher: Springer Nature
ISBN: 3319930559
Category : Medical
Languages : en
Pages : 259
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Book Description
This book focuses on thoracic ultrasound, a versatile, diagnostically accurate, low-cost, noninvasive and non-ionizing imaging technique. Thanks to portable devices, the method can be used to provide quick and accurate diagnoses in emergency settings, during transport, or at the patient’s bedside in intensive care units. In addition, as a dynamic examination that allows “real-time” assessment, it can be used to optimize diagnoses, the use of respiratory support equipment, surgical interventions and physiopathological assessments, both in critical patients and those with chronic conditions. Lastly, since it avoids ionizing radiation, thoracic ultrasound offers a first-line diagnostic tool for thoracic disease assessment in connection with pregnancy, neonatology and pediatrics. Pursuing a practical approach, this book also addresses the technological components that are needed in order to adequately set up the equipment. This integrated approach provides non-radiologists with essential know-how on using thoracic ultrasound as an extension of their physical examinations. Specific chapters are dedicated to thoracic ultrasound applications in neonatology, pediatrics and emergency medicine, as well as guided procedures and diaphragm function studies. Thoracic ultrasound has been a central element in the editors’ clinical and experimental work for several years, and the book also includes contributions by prominent international experts on specific applications. Given its content and scope, the book will be of interest to all medical practitioners seeking a practical approach to thoracic ultrasound.
Author: Danail Stoyanov
Publisher: Springer
ISBN: 3030009467
Category : Computers
Languages : en
Pages : 361
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Book Description
This book constitutes the refereed joint proceedings of the Third International Workshop on Reconstruction and Analysis of Moving Body Organs, RAMBO 2018, the Fourth International Workshop on Breast Image Analysis, BIA 2018, and the First International Workshop on Thoracic Image Analysis, TIA 2018, held in conjunction with the 21st International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2018, in Granada, Spain, in September 2018. The 5 full papers (out of 10 submissions) presented at RAMBO, the 9 full papers (out of 18 submissions) presented at BIA, and the 20 full papers (out of 21 submissions) presented at TIA were carefully reviewed and selected. The RAMBO papers cover aspects of medical imaging where motion plays a role in the image formation or analysis. The BIA papers deal with topics such as computer-aided detection and diagnosis of breast cancer, quantitative analysis of breast imaging modalities, and large scale breast image screening and analysis. The TIA papers cover aspects of image analysis research for lung and cardiac diseases including segmentation, registration, quantification, modeling of the image acquisition process, visualization, validation, statistical modeling, biophysical lung modeling (computational anatomy), deep learning and novel applications.
