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The Statistical Analysis of Functional MRI Data
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ISBN: 9780387781914 Year: 2008 Publisher: New York NY Springer New York

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One of the most intriguing questions facing modern science is the inner workings of the human brain. Functional magnetic resonance imaging (fMRI) is a powerful tool used to study the human brain in action. The data produced from mapping the active processes within the brain present many challenges to statisticians, computer scientists, engineers and other data analysts, due to their complex structure and the ever-increasing sophistication of the scientific questions being posed by researchers. This book represents the first in-depth discussion of statistical methodology, which it couples with an introduction to the scientific background needed to understand the data. Starting from the basic science - where fMRI data come from, why they are so complicated, and the role statistics can play in designing and interpreting experiments - the book gives a detailed survey of the numerous methods that have been applied in the last fifteen years. The analysis of fMRI data features many of the major issues of concern in modern statistics, such as high dimensionality, multiple testing, and visualization. The array of techniques examined in the book ranges from the simple two-sample t-test and the general linear model to hierarchical spatiotemporal models, multivariate methods such as principal components analysis, and Bayesian approaches as they have been used in fMRI. Software, including descriptions of the most popular freeware packages and their capabilities, is also discussed. This book offers researchers who are interested in the analysis of fMRI data a detailed discussion from a statistical perspective that covers the entire process from data collection to the graphical presentation of results. The book is a valuable resource for statisticians who want to learn more about this growing field, and for neuroscientists who want to learn more about how their data can be analyzed. Nicole A. Lazar is Professor of Statistics at the University of Georgia and affiliated faculty of the Center for Health Statistics, University of Illinois at Chicago. She is a prominent researcher in this area, a contributor to the FIASCO software for fMRI data analysis, and heads an fMRI statistics research group at the University of Georgia.


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The Statistical Analysis of Functional MRI Data
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ISBN: 9780387781914 Year: 2008 Publisher: New York, NY Springer-Verlag New York

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Manual of Retinal Diseases : A Guide to Diagnosis and Management
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ISBN: 9783319204604 Year: 2016 Publisher: Cham Springer International Publishing

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This book is a comprehensive source of authoritative information on the clinical features,diagnosis, differential diagnosis, and management of medical and surgical retinal diseases. The Manual has 122 chapters, organized in 18 sections covering medical and surgical aspects of retinal diseases such as trauma, AMD, retinal inflammations, infections, endophthalmitis, pediatric diseases, dystrophies, and tumors. Easy-to-read chapters convey the fundamental concepts with the aid of clinical photographs, imaging studies (including fluorescein and indocyanineangiograms, ultrasonograms, CT scans, and MRI scans) and tables. The manual is of value to a wide range of practitioners and trainees, including students,residents, fellows and ophthalmologists who treat retinal diseases.


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Data Interpretation in Anesthesia : A Clinical Guide
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ISBN: 9783319558622 Year: 2017 Publisher: Cham Springer International Publishing

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Focusing on the interpretation of data commonly available to anesthesiologists, this book presents a data point, followed by discussion in a question and answer format. Covering EKG's, X-Rays, MRI's, graphs, paper recordings, blood gas results, laboratory results, patient case histories and more, Data Interpretation in Anesthesia provides an enhanced and stimulating learning format for residents in training and practitioners alike.


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Diagnostic Imaging of Ophthalmology : A Practical Atlas
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ISBN: 9789402410600 Year: 2018 Publisher: Dordrecht Springer Netherlands

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This atlas is a pocket manual of orbital diagnostic imaging. It includes common imaging techniques, normal imaging features, abnormal orbital imaging of developmental diseases, injury, inflammation, lymphoproliferative diseases, diseases of the eyeball, post-operative changes, vascular diseases, tumors and neuro-ophthalmological diseases. While it particularly focuses on CT and MRI, it also describes other techniques, such as X-ray, ultrasonography and nuclear imaging. The book starts with an overview of commonly used orbit imaging techniques and a concise description of imaging features of normal orbit in X-ray, CT and MRI. The following nine chapters explore different orbital diseases and abnormalities that are common in clinical work. It is a valuable resource for radiologists and ophthalmologists.


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Cardiovascular Magnetic Resonance Imaging
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ISBN: 9781493988419 Year: 2019 Publisher: New York, NY Springer New York :Imprint: Springer

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Sacroiliac Joint Disorder
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ISBN: 9789811318078 Year: 2019 Publisher: Singapore Springer Nature Singapore :Imprint: Springer

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Diffusion tensor imaging : a practical handbook
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ISBN: 9781493931170 9781493931187 Year: 2016 Publisher: New York, N.Y. Springer

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This book provides an overview of the practical aspects of diffusion tensor imaging (DTI), from understanding the basis of the technique through selection of the right protocols, trouble-shooting data quality, and analyzing DTI data optimally. DTI is a non-invasive magnetic resonance imaging (MRI) technique for visualizing and quantifying tissue microstructure based on diffusion. The book discusses the theoretical background underlying DTI and advanced techniques based on higher-order models and multi-shell diffusion imaging. It covers the practical implementation of DTI; derivation of information from DTI data; and a range of clinical applications, including neurosurgical planning and the assessment of brain tumors. Its practical utility is enhanced by decision schemes and a fully annotated DTI brain atlas, including color fractional anisotropy maps and 3D tractography reconstructions of major white matter fiber bundles. Featuring contributions from leading specialists in the field of DTI, Diffusion Tensor Imaging: A Practical Handbook is a valuable resource for radiologists, neuroradiologists, MRI technicians, and clinicians.


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Trauma, Culture, and PTSD
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ISBN: 9781137576002 1137576006 Year: 2016 Publisher: New York : Palgrave Macmillan US : Imprint: Palgrave Macmillan,

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This book examines the social contexts in which trauma is created by those who study it, whether considering the way in which trauma afflicts groups, cultures, and nations, or the way in which trauma is transmitted down the generations. As Alford argues, ours has been called an age of trauma. Yet, neither trauma nor post-traumatic stress disorder (PTSD) are scientific concepts. Trauma has been around forever, even if it was not called that. PTSD is the creation of a group of Vietnam veterans and psychiatrists, designed to help explain the veterans' suffering. This does not detract from the value of PTSD, but sets its historical and social context. The author also confronts the attempt to study trauma scientifically, exploring the use of technologies such as magnetic resonance imagining (MRI). Alford concludes that the scientific study of trauma often reflects a willed ignorance of traumatic experience. In the end, trauma is about suffering. .


Digital
Cardiovascular Magnetic Resonance Imaging
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ISBN: 9781493988419 Year: 2019 Publisher: New York, NY Springer

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The significantly updated second edition of this important work provides an up-to-date and comprehensive overview of cardiovascular magnetic resonance imaging (CMR), a rapidly evolving tool for diagnosis and intervention of cardiovascular disease. New and updated chapters focus on recent applications of CMR such as electrophysiological ablative treatment of arrhythmias, targeted molecular MRI, and T1 mapping methods. The book presents a state-of-the-art compilation of expert contributions to the field, each examining normal and pathologic anatomy of the cardiovascular system as assessed by magnetic resonance imaging. Functional techniques such as myocardial perfusion imaging and assessment of flow velocity are emphasized, along with the exciting areas of artherosclerosis plaque imaging and targeted MRI. This cutting-edge volume represents a multi-disciplinary approach to the field, with contributions from experts in cardiology, radiology, physics, engineering, physiology and biochemistry, and offers new directions in noninvasive imaging. The Second Edition of Cardiovascular Magnetic Resonance Imaging is an essential resource for cardiologists and radiologists striving to lead the way into the future of this important field.

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