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Med-books.by - Библиотека медицинской литературы » Медицинская информатика

Deep Learning for Medical Image Analysis - Zhou S.K. - 2017 год



Deep Learning for Medical Image Analysis - Zhou S.K. - 2017 год

Deep learning is providing exciting solutions for medical image analysis problems and is seen as a key method for future applications. This book gives a clear understanding of the principles and methods of neural network and deep learning concepts, showing how the algorithms that integrate deep learning as a core component have been applied to medical image detection, segmentation and registration, and computer-aided analysis, using a wide variety of application areas.
Deep Learning for Medical Image Analysis is a great learning resource for academic and industry researchers in medical imaging analysis, and for graduate students taking courses on machine learning and deep learning for computer vision and medical image computing and analysis.
Covers common research problems in medical image analysis and their challenges
Describes deep learning methods and the theories behind approaches for medical image analysis
Teaches how algorithms are applied to a broad range of application areas, including Chest X-ray, breast CAD, lung and chest, microscopy and pathology, etc.
Includes a Foreword written by Nicholas Ayache.

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The Physics of Medical Imaging - Webb S. - 2012 год



The Physics of Medical Imaging - Webb S. - 2012 год

Since the publication of the best-selling, highly acclaimed first edition, the technology and clinical applications of medical imaging have changed significantly. Gathering these developments into one volume, Webb’s Physics of Medical Imaging, Second Edition presents a thorough update of the basic physics, modern technology and many examples of clinical application across all the modalities of medical imaging.
New to the Second Edition.
Extensive updates to all original chapters.
Coverage of state-of-the-art detector technology and computer processing used in medical imaging.
11 new contributors in addition to the original team of authors.
Two new chapters on medical image processing and multimodality imaging.
More than 50 percent new examples and over 80 percent new figures.
Glossary of abbreviations, color insert and contents lists at the beginning of each chapter.
Keeping the material accessible to graduate students, this well-illustrated book reviews the basic physics underpinning imaging in medicine. It covers the major techniques of x-radiology, computerised tomography, nuclear medicine, ultrasound and magnetic resonance imaging, in addition to infrared, electrical impedance and optical imaging. The text also describes the mathematics of medical imaging, image processing, image perception, computational requirements and multimodality imaging.

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Handbook of Biomedical Image - Suri J.S., Wilson D., Laxminarayan S. - 2005 год



Handbook of Biomedical Image - Suri J.S., Wilson D., Laxminarayan S. - 2005 год

With rapid advancements in technology, body imaging or components thereof, have become ubiquitous in medicine. While the biomedical devices such as the MRI, CT, X-rays, Ultrasound, PET/SPECT and Microscopy etc, provide us with high resolution images, the challenges that have continued to confront us with, lie in the interpretation of the vast amounts of data generated by these devices. Biomedical applications are the ‘bottom-line’ essentials in the diagnostic world. It is this diagnostic interpretation feature that forms the core niche for these books and will serve the needs of a broad spectrum of audience including researchers, research clinicians, and students. Together the three volumes will illustrate the role of the fusion of registration and segmentation systems for complete biomedical applications therapy delivery benefiting the biomedical doctors, clinical researchers, radiologists and others.

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Handbook of Medical Imaging. Volume 2. Medical Image Processing and Analysis - Sonka M., Fitzpatrick J.M. - 2000 год



Handbook of Medical Imaging. Volume 2. Medical Image Processing and Analysis - Sonka M., Fitzpatrick J.M. - 2000 год

During the last few decades of the twentieth century, partly in concert with the increasing availability of relatively inexpensive computational resources, medical imaging technology, which had for nearly 80 years been almost exclusively concerned with conventional film/screen x-ray imaging, experienced the development and commercialization of a plethora of new imaging technologies. Computed tomography, MRI imaging, digital subtraction angiography, Doppler ultrasound imaging, and various imaging techniques based on nuclear emission (PET, SPECT, etc.) have all been valuable additions to the radiologist’s arsenal of imaging tools toward ever more reliable detection and diagnosis of disease. More recently, conventional x-ray imaging technology itself is being challenged by the emerging possibilities offered by flat panel x-ray detectors. In addition to the concurrent development of rapid and relatively inexpensive computational resources, this era of rapid change owes much of its success to an improved understanding of the information theoretic principles on which the development and maturation of these new technologies is based. A further important corollary of these developments in medical imaging technology has been the relatively rapid development and deployment of methods for archiving and transmitting digital images. Much of this engineering development continues to make use of the ongoing revolution in rapid communications technology offered by increasing bandwidth.

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Компьютерные технологии в медико-биологических исследованиях. Часть 2 - Р. Григорьев, А. Д. Стрекаловская, В. Н. Канюков



Компьютерные технологии в медико-биологических исследованиях. Часть 2 - Р. Григорьев, А. Д. Стрекаловская, В. Н. Канюков

Учебное пособие предназначено для студентов вузов, обучающихся по специальности 200402.65 «Инженерное дело в медико-биологической практике», при изучении дисциплины «Компьютерные технологии в медико-биологических исследованиях».

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Компьютерные технологии в медико-биологических исследованиях. Часть 1 - Р. Григорьев, А. Д. Стрекаловская, В. Н. Канюков



Компьютерные технологии в медико-биологических исследованиях. Часть 1 - Р. Григорьев, А. Д. Стрекаловская, В. Н. Канюков

Учебное пособие предназначено для студентов вузов, обучающихся по специальности 200402.65 «Инженерное дело в медико-биологической практике», при изучении дисциплины «Компьютерные технологии в медико-биологических исследованиях».

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Ultrasound Imaging - Medical Applications - Minin I., Minin O. - 2011 год - 342 с.



Ultrasound Imaging - Medical Applications - Minin I., Minin O. - 2011 год - 342 с.

This book provides an overview of ultrafast ultrasound imaging, 3D high-quality ultrasonic imaging, correction of phase aberrations in medical ultrasound images, etc. Several interesting medical and clinical applications areas are also discussed in the book, like the use of three dimensional ultrasound imaging in evaluation of Asherman's syndrome, the role of 3D ultrasound in assessment of endometrial receptivity and follicular vascularity to predict the quality oocyte, ultrasound imaging in vascular diseases and the fetal palate, clinical application of ultrasound molecular imaging, Doppler abdominal ultrasound in small animals and so on.

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Imaging Trauma and Polytrauma in Pediatric Patients - Miele Vittorio, Trinci Margherita - 2015 год



Imaging Trauma and Polytrauma in Pediatric Patients - Miele Vittorio, Trinci Margherita - 2015 год

Over the past two decades, there has been a change in the conception of emergency and trauma radiology. The increasing awareness that appropriate and rapid therapeutic action in life-threatening situations result from the skillful interpretation of emergency radiologists in dedicated radiology facilities has led to the identifi cation of emergency radiology as distinct specialty of diagnostic imaging. Cross-sectional imaging with computed tomography (CT), ultrasound (US) and magnetic resonance imaging (MRI) plays a pivotal role in the evaluation of trauma patients, especially in the pediatric population in which particular attention is to be given to the patient’s triage, indication to imaging, scanning protocols and radiation dose exposure. Actually, if there is no doubt that high energy traumas and deceleration injuries demand an accurate multi-organ evaluation with CT imaging, in everyday practice most children come to our observation with bruises and “low energy traumas” following sports activity at school or at home. In these cases, the first diagnostic approach is not (and cannot be!) CT, but X-rays and US whose diagnostic accuracy is highly improved thanks to the use of contrast agents (CEUS).
This book comes from the deep knowledge and extensive experience acquired on a daily basis by a group of dedicated radiologists, highly attentive to all aspects of trauma radiology in the pediatric population. Thus, the book covers from patient’s management to the technical aspects of each single modality in their appropriate clinical context, passing through US and MRI of musculoskeletal injuries, child abuse and medico-legal issues.

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