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Feature Analysis Of Functional Mri Data For Mapping Epileptic Networks
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Book Synopsis Feature Analysis of Functional MRI Data for Mapping Epileptic Networks by : Lauren S. Burrell
Download or read book Feature Analysis of Functional MRI Data for Mapping Epileptic Networks written by Lauren S. Burrell and published by . This book was released on 2008 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This research focused on the development of a methodology for analyzing functional magnetic resonance imaging (fMRI) data collected from patients with epilepsy in order to map epileptic networks. Epilepsy, a chronic neurological disorder characterized by recurrent, unprovoked seizures, affects up to 1% of the world's population. Antiepileptic drug therapies either do not successfully control seizures or have unacceptable side effects in over 30% of patients. Approximately one-third of patients whose seizures cannot be controlled by medication are candidates for surgical removal of the affected area of the brain, potentially rendering them seizure free. Accurate localization of the epileptogenic focus, i.e., the area of seizure onset, is critical for the best surgical outcome. The main objective of the research was to develop a set of fMRI data features that could be used to distinguish between normal brain tissue and the epileptic focus. To determine the best combination of features from various domains for mapping the focus, genetic programming and several feature selection methods were employed. These composite features and feature sets were subsequently used to train a classifier capable of discriminating between the two classes of voxels. The classifier was then applied to a separate testing set in order to generate maps showing brain voxels labeled as either normal or epileptogenic based on the best feature or set of features. It should be noted that although this work focuses on the application of fMRI analysis to epilepsy data, similar techniques could be used when studying brain activations due to other sources. In addition to investigating in vivo data collected from temporal lobe epilepsy patients with uncertain epileptic foci, phantom (simulated) data were created and processed to provide quantitative measures of the efficacy of the techniques.
Book Synopsis Functional Brain Mapping of Epilepsy Networks: Methods and Applications by : David F. Abbott
Download or read book Functional Brain Mapping of Epilepsy Networks: Methods and Applications written by David F. Abbott and published by Frontiers Media SA. This book was released on 2020-01-29 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis The Epileptic Focus by : Heinz Gregor Wieser
Download or read book The Epileptic Focus written by Heinz Gregor Wieser and published by Demos Medical Publishing. This book was released on 1987 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Neuroimaging in Epilepsy by : Harry Chugani, MD
Download or read book Neuroimaging in Epilepsy written by Harry Chugani, MD and published by Oxford University Press. This book was released on 2010-11-23 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Perhaps the most important achievements in the field of epileptology in the past two decades have been in the neuroimaging and genetic breakthroughs as applied to patients with epilepsy. Indeed, neuroimaging has become a vital part in the study of epilepsy, affecting broad aspects of the disorder ranging from diagnosis and classification to treatment and prognosis. Neuroimaging in epilepsy encompasses many different approaches that have reached various levels of expertise across epilepsy centers worldwide. This book discusses every imaging modality used to gather information on epilepsy. Each technique is described by world experts and epilepsy centers worldwide.
Book Synopsis Continuous Spikes and Waves During Slow Sleep by : Fondazione Pierfranco e Luisa Mariani
Download or read book Continuous Spikes and Waves During Slow Sleep written by Fondazione Pierfranco e Luisa Mariani and published by John Libbey Eurotext. This book was released on 1995 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book collects the results of clinical experience and research, as well as the opionions of the specialists who have studied in depth several rare and complex syndromes associated with "Continuous Spikes and Waves During Slow Sleep", the Landau-Kleffner syndrome, and related conditions. It also presents a wide-ranging collection of cases presented by the participants in the meeting, and analysed in its various clinical, electrophysiological and psycho-intellectual aspects. The purpose of the book is to provide a thorough updated on specialised knowledge about the syndromes characterised by the presence of CSWS on the EEG, to bring out the many, still unanswered -- questions, and to stimulate further interdisciplinary research to verify the validity of present hypotheses, in order to clarify which preventive and therapeutic methods can best attain the control of such syndromes.
Book Synopsis Networks of the Brain by : Olaf Sporns
Download or read book Networks of the Brain written by Olaf Sporns and published by MIT Press. This book was released on 2016-02-12 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: An integrative overview of network approaches to neuroscience explores the origins of brain complexity and the link between brain structure and function. Over the last decade, the study of complex networks has expanded across diverse scientific fields. Increasingly, science is concerned with the structure, behavior, and evolution of complex systems ranging from cells to ecosystems. In Networks of the Brain, Olaf Sporns describes how the integrative nature of brain function can be illuminated from a complex network perspective. Highlighting the many emerging points of contact between neuroscience and network science, the book serves to introduce network theory to neuroscientists and neuroscience to those working on theoretical network models. Sporns emphasizes how networks connect levels of organization in the brain and how they link structure to function, offering an informal and nonmathematical treatment of the subject. Networks of the Brain provides a synthesis of the sciences of complex networks and the brain that will be an essential foundation for future research.
Book Synopsis Niedermeyer's Electroencephalography by : Donald L. Schomer
Download or read book Niedermeyer's Electroencephalography written by Donald L. Schomer and published by Lippincott Williams & Wilkins. This book was released on 2012-10-18 with total page 1308 pages. Available in PDF, EPUB and Kindle. Book excerpt: The leading reference on electroencephalography since 1982, Niedermeyer's Electroencephalography is now in its thoroughly updated Sixth Edition. An international group of experts provides comprehensive coverage of the neurophysiologic and technical aspects of EEG, evoked potentials, and magnetoencephalography, as well as the clinical applications of these studies in neonates, infants, children, adults, and older adults. This edition's new lead editor, Donald Schomer, MD, has updated the technical information and added a major new chapter on artifacts. Other highlights include complete coverage of EEG in the intensive care unit and new chapters on integrating other recording devices with EEG; transcranial electrical and magnetic stimulation; EEG/TMS in evaluation of cognitive and mood disorders; and sleep in premature infants, children and adolescents, and the elderly. A companion website includes fully searchable text and image bank.
Book Synopsis Functional Brain Mapping: Methods and Aims by : Vassiliy Tsytsarev
Download or read book Functional Brain Mapping: Methods and Aims written by Vassiliy Tsytsarev and published by Springer Nature. This book was released on 2020-09-07 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an essential overview of the broad range of functional brain imaging techniques, as well as neuroscientific methods suitable for various scientific tasks in fundamental and clinical neuroscience. It also shares information on novel methods in computational neuroscience, mathematical algorithms, image processing, and applications to neuroscience. The mammalian brain is a huge and complex network that consists of billions of neural and glial cells. Decoding how information is represented and processed by this neural network requires the ability to monitor the dynamics of large numbers of neurons at high temporal and spatial resolution over a large part of the brain. Functional brain optical imaging has seen more than thirty years of intensive development. Current light-using methods provide good sensitivity to functional changes through intrinsic contrast and are rapidly exploiting the growing availability of exogenous fluorescence probes. In addition, various types of functional brain optical imaging are now being used to reveal the brain’s microanatomy and physiology.
Download or read book fMRI written by Stephan Ulmer and published by Springer Science & Business Media. This book was released on 2013-06-12 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the past two decades, fMRI has evolved into an invaluable clinical tool for routine brain imaging. This book provides a state of the art overview of fMRI and its use in clinical practice. Experts in the field share their knowledge and explain how to overcome diverse potential technical barriers and problems. Starting from the very basics on the origin of the BOLD signal, the book covers technical issues, anatomical landmarks, the full range of clinical applications, methods of statistical analysis, and special issues in various clinical fields. Comparisons are made with other brain mapping techniques, such as DTI, PET, TMS, EEG, and MEG, and their combined use with fMRI is also discussed. Since the first edition, original chapters have been updated and new chapters added, covering both novel aspects of analysis and further important clinical applications.
Book Synopsis Understanding Epilepsy by : Vibhangini S. Wasade
Download or read book Understanding Epilepsy written by Vibhangini S. Wasade and published by Cambridge University Press. This book was released on 2019-11-21 with total page 501 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive, accessible synthesis of current information on epilepsy for medical trainees and physicians preparing for board certification.
Book Synopsis Diseases of the Brain, Head and Neck, Spine 2020–2023 by : Juerg Hodler
Download or read book Diseases of the Brain, Head and Neck, Spine 2020–2023 written by Juerg Hodler and published by Springer Nature. This book was released on 2020-02-14 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book offers an essential overview of brain, head and neck, and spine imaging. Over the last few years, there have been considerable advances in this area, driven by both clinical and technological developments. Written by leading international experts and teachers, the chapters are disease-oriented and cover all relevant imaging modalities, with a focus on magnetic resonance imaging and computed tomography. The book also includes a synopsis of pediatric imaging. IDKD books are rewritten (not merely updated) every four years, which means they offer a comprehensive review of the state-of-the-art in imaging. The book is clearly structured and features learning objectives, abstracts, subheadings, tables and take-home points, supported by design elements to help readers navigate the text. It will particularly appeal to general radiologists, radiology residents, and interventional radiologists who want to update their diagnostic expertise, as well as clinicians from other specialties who are interested in imaging for their patient care.
Book Synopsis Imaging Biomarkers in Epilepsy by : Andrea Bernasconi
Download or read book Imaging Biomarkers in Epilepsy written by Andrea Bernasconi and published by Cambridge University Press. This book was released on 2019-01-10 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: Assembles world-class expertise on clinical and molecular imaging-derived biomarkers, presenting neuroimaging in epilepsy in a broad neuroscientific context.
Author :Romualdo Pastor-Satorras Publisher :Springer Science & Business Media ISBN 13 :9783540403722 Total Pages :232 pages Book Rating :4.4/5 (37 download)
Book Synopsis Statistical Mechanics of Complex Networks by : Romualdo Pastor-Satorras
Download or read book Statistical Mechanics of Complex Networks written by Romualdo Pastor-Satorras and published by Springer Science & Business Media. This book was released on 2003-08-08 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Networks can provide a useful model and graphic image useful for the description of a wide variety of web-like structures in the physical and man-made realms, e.g. protein networks, food webs and the Internet. The contributions gathered in the present volume provide both an introduction to, and an overview of, the multifaceted phenomenology of complex networks. Statistical Mechanics of Complex Networks also provides a state-of-the-art picture of current theoretical methods and approaches.
Book Synopsis Cognitive Plasticity in Neurologic Disorders by : Joseph I. Tracy
Download or read book Cognitive Plasticity in Neurologic Disorders written by Joseph I. Tracy and published by Oxford University Press, USA. This book was released on 2014-12-02 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume makes clear that the cognitive and behavioural symptoms of neurologic disorders and syndromes are dynamic and changing. Each chapter describes the neuroplastic processes at work in a particular condition, giving rise to these ongoing cognitive changes.
Book Synopsis Navigated Transcranial Magnetic Stimulation in Neurosurgery by : Sandro M. Krieg
Download or read book Navigated Transcranial Magnetic Stimulation in Neurosurgery written by Sandro M. Krieg and published by Springer. This book was released on 2017-07-03 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is the first comprehensive work summarizing the advances that have been made in the neurosurgical use of navigated transcranial magnetic stimulation (nTMS) over the past ten years. Having increasingly gained acceptance as a presurgical mapping modality in neurosurgery, today it is widely used for preoperative mapping of cortical motor and language function, risk stratification and improving the accuracy of subcortical fiber bundle visualization. This unique work will provide neurosurgeons and neuroscientists who are starting their nTMS program essential and detailed information on the technique and protocols, as well as the current clinical evidence on and limitations of the various applications of nTMS. At the same time, more experienced nTMS users looking for deeper insights into nTMS mapping and treatment in neurosurgery will find clearly structured, accessible information. The book was prepared by an international mix of authors, each of which was chosen for their status as a respected expert on the respective subtopic, as evinced by their landmark publications on nTMS.
Download or read book MRI in Epilepsy written by Horst Urbach and published by Springer Science & Business Media. This book was released on 2013-04-16 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: MRI can play an important role in identifying and localizing epileptogenic foci. This book aims to provide the clinical and imaging information required in order to decide whether an MRI scan is appropriate and whether it is likely to be sufficient to detect a lesion. The first part of the book presents background information on epilepsy patients and explains how to perform an MRI examination. Detailed attention is paid to functional MRI and post-processing, and the examination of subcategories of patients is also discussed. The second part of the book then documents the MRI findings obtained in the full range of epileptogenic lesions with the aid of high-quality images. Throughout, emphasis is placed on guiding the reader in the correct interpretation of the imaging findings. Both radiologists and referring physicians will find this book to be an indispensable guide to the optimal use of MRI in epilepsy.
Book Synopsis The Comorbidities of Epilepsy by : Marco Mula
Download or read book The Comorbidities of Epilepsy written by Marco Mula and published by Academic Press. This book was released on 2019-04-20 with total page 413 pages. Available in PDF, EPUB and Kindle. Book excerpt: Epilepsy is one of most frequent neurological disorders affecting about 50 million people worldwide and 50% of them have at least another medical problem in comorbidity; sometimes this is a the cause of the epilepsy itself or it is due to shared neurobiological links between epilepsy and other medical conditions; other times it is a long-term consequence of the antiepileptic drug treatment. The Comorbidities of Epilepsy offers an up-to-date, comprehensive overview of all comorbidities of epilepsy (somatic, neurological and behavioral), by international authorities in the field of clinical epileptology, with an emphasis on epidemiology, pathophysiology, diagnosis and management. This book includes also a critical appraisal of the methodological aspects and limitations of current research on this field. Pharmacological issues in the management of comorbidities are discussed, providing information on drug dosages, side effects and interactions, in order to enable the reader to manage these patients safely. The Comorbidities of Epilepsy is aimed at all health professionals dealing with people with epilepsy including neurologists, epileptologists, psychiatrists, clinical psychologists, epilepsy specialist nurses and clinical researchers. Provides a comprehensive overview of somatic, neurological and behavioral co-morbidities of epilepsy Discusses up-to-date management of comorbidities of epilepsy Written by a group of international experts in the field
