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Multimodal Imaging In Neurology

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Multimodal Imaging In Neurology

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Author : Hans-Peter Müller
language : en
Publisher: Morgan & Claypool Publishers
Release Date : 2008

Multimodal Imaging In Neurology written by Hans-Peter Müller and has been published by Morgan & Claypool Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Medical categories.

The field of brain imaging is developing at a rapid pace and has greatly advanced the areas of cognitive and clinical neuroscience. The availability of neuroimaging techniques, especially magnetic resonance imaging (MRI), functional MRI (fMRI), diffusion tensor imaging (DTI) and magnetoencephalography (MEG) and magnetic source imaging (MSI) has brought about breakthroughs in neuroscience. To obtain comprehensive information about the activity of the human brain, different analytical approaches should be complemented. Thus, in "intermodal multimodality" imaging, great efforts have been made to combine the highest spatial resolution (MRI, fMRI) with the best temporal resolution (MEG or EEG). "Intramodal multimodality" imaging combines various functional MRI techniques (e.g., fMRI, DTI, and/or morphometric/volumetric analysis). The multimodal approach is conceptually based on the combination of different noninvasive functional neuroimaging tools, their registration and cointegration. In particular, the combination of imaging applications that map different functional systems is useful, such as fMRI as a technique for the localization of cortical function and DTI as a technique for mapping of white matter fiber bundles or tracts. This booklet gives an insight into the wide field of multimodal imaging with respect to concepts, data acquisition, and postprocessing. Examples for intermodal and intramodal multimodality imaging are also demonstrated.

Multimodal Imaging In Neurology

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Author : Hans-Peter Müller
language : en
Publisher: Springer Nature
Release Date : 2022-06-01

Multimodal Imaging In Neurology written by Hans-Peter Müller and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-01 with Technology & Engineering categories.

Multimodal Imaging In Neurology Special Focus On Mri Applications And Meg

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Author : Hans-Peter Müller (Dr. rer. nat.)
language : en
Publisher:
Release Date : 2008

Multimodal Imaging In Neurology Special Focus On Mri Applications And Meg written by Hans-Peter Müller (Dr. rer. nat.) and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Brain categories.

The field of brain imaging is developing at a rapid pace and has greatly advanced the areas of cognitive and clinical neuroscience. The availability of neuroimaging techniques, especially magnetic resonance imaging (MRI), functional MRI (fMRI), diffusion tensor imaging (DTI) and magnetoencephalography (MEG) and magnetic source imaging (MSI) has brought about breakthroughs in neuroscience. To obtain comprehensive information about the activity of the human brain, different analytical approaches should be complemented. Thus, in "intermodalmultimodality" imaging, great efforts have been made to combine the highest spatial resolution (MRI, fMRI) with the best temporal resolution (MEG or EEG). "Intramodal multimodality" imaging combines various functional MRI techniques (e.g., fMRI, DTI, and/or morphometric/volumetric analysis). Themultimodal approach is conceptually based on the combination of different noninvasive functional neuroimaging tools, their registration and cointegration. In particular, the combination of imaging applications that map different functional systems is useful, such as fMRI as a technique for the localization of cortical function and DTI as a technique for mapping of white matter fiber bundles/tracts. This booklet gives an insight into the wide field of multimodal imaging with respect to concepts, data acquisition, and postprocessing. Examples for intermodal and intramodal multimodality imaging are also demonstrated.

Eeg Fmri

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Author : Christoph Mulert
language : en
Publisher: Springer Science & Business Media
Release Date : 2009-10-29

Eeg Fmri written by Christoph Mulert and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-10-29 with Medical categories.

Functional magnetic resonance imaging (fMRI) and Electronecephalography (EEG) are very important and complementary modalities since fMRI offers high spatial resolution and EEG is a direct measurement of neuronal activity with high temporal resolution. Interest in the integration of both types of data is growing rapidly as it promises to provide important new insights into human brain activity as it has already done so in the field of epilepsy. The availability of good quality instrumentation capable of providing interference-free data in both modalities means that electrophysiological and haemodynamic characteristics of individual brain events can be captured for the first time. Consequently, it seems certain that the integration of fMRI and EEG will play an increasing role in neuroscience and of the clinical study of brain disorders such as epilepsy. The proposed book will discuss in detail the physiological principles, practical aspects of measurement, artefact reduction and analysis and also applications of the integration of fMRI and EEG. All applications, which are mainly in the fields of sleep research, cognitive neuroscience and clinical use in neurology and psychiatry will be reviewed.

Multimodal Neuroimaging Computing For The Characterization Of Neurodegenerative Disorders

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Author : Sidong Liu
language : en
Publisher: Springer
Release Date : 2017-01-11

Multimodal Neuroimaging Computing For The Characterization Of Neurodegenerative Disorders written by Sidong Liu and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-01-11 with Computers categories.

This thesis covers various facets of brain image computing methods and illustrates the scientific understanding of neurodegenerative disorders based on four general aspects of multimodal neuroimaging computing: neuroimaging data pre-processing, brain feature modeling, pathological pattern analysis, and translational model development. It demonstrates how multimodal neuroimaging computing techniques can be integrated and applied to neurodegenerative disease research and management, highlighting relevant examples and case studies. Readers will also discover a number of interesting extension topics in longitudinal neuroimaging studies, subject-centered analysis, and the brain connectome. As such, the book will benefit all health informatics postgraduates, neuroscience researchers, neurology and psychiatry practitioners, and policymakers who are interested in medical image computing and computer-assisted interventions. “br>

Big Data In Multimodal Medical Imaging

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Author : Ayman El-Baz
language : en
Publisher: CRC Press
Release Date : 2019-11-05

Big Data In Multimodal Medical Imaging written by Ayman El-Baz and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-05 with Computers categories.

There is an urgent need to develop and integrate new statistical, mathematical, visualization, and computational models with the ability to analyze Big Data in order to retrieve useful information to aid clinicians in accurately diagnosing and treating patients. The main focus of this book is to review and summarize state-of-the-art big data and deep learning approaches to analyze and integrate multiple data types for the creation of a decision matrix to aid clinicians in the early diagnosis and identification of high risk patients for human diseases and disorders. Leading researchers will contribute original research book chapters analyzing efforts to solve these important problems.

Biomarkers From Multi Tracer And Multi Modal Neuroimaging In Age Related Neurodegenerative Diseases

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Author : Ping Wu
language : en
Publisher: Frontiers Media SA
Release Date : 2022-09-12

Biomarkers From Multi Tracer And Multi Modal Neuroimaging In Age Related Neurodegenerative Diseases written by Ping Wu and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-12 with Science categories.

Hands On Machine Learning With R

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Author : Brad Boehmke
language : en
Publisher: CRC Press
Release Date : 2019-11-07

Hands On Machine Learning With R written by Brad Boehmke and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-07 with Business & Economics categories.

Hands-on Machine Learning with R provides a practical and applied approach to learning and developing intuition into today’s most popular machine learning methods. This book serves as a practitioner’s guide to the machine learning process and is meant to help the reader learn to apply the machine learning stack within R, which includes using various R packages such as glmnet, h2o, ranger, xgboost, keras, and others to effectively model and gain insight from their data. The book favors a hands-on approach, providing an intuitive understanding of machine learning concepts through concrete examples and just a little bit of theory. Throughout this book, the reader will be exposed to the entire machine learning process including feature engineering, resampling, hyperparameter tuning, model evaluation, and interpretation. The reader will be exposed to powerful algorithms such as regularized regression, random forests, gradient boosting machines, deep learning, generalized low rank models, and more! By favoring a hands-on approach and using real word data, the reader will gain an intuitive understanding of the architectures and engines that drive these algorithms and packages, understand when and how to tune the various hyperparameters, and be able to interpret model results. By the end of this book, the reader should have a firm grasp of R’s machine learning stack and be able to implement a systematic approach for producing high quality modeling results. Features: · Offers a practical and applied introduction to the most popular machine learning methods. · Topics covered include feature engineering, resampling, deep learning and more. · Uses a hands-on approach and real world data.

Bradley And Daroff S Neurology In Clinical Practice E Book

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Author : Joseph Jankovic
language : en
Publisher: Elsevier Health Sciences
Release Date : 2021-03-23

Bradley And Daroff S Neurology In Clinical Practice E Book written by Joseph Jankovic and has been published by Elsevier Health Sciences this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-23 with Medical categories.

A practical, dynamic resource for practicing neurologists, clinicians and trainees, Bradley and Daroff's Neurology in Clinical Practice, Eighth Edition, offers a straightforward style, evidence-based information, and robust interactive content supplemented by treatment algorithms and images to keep you up to date with all that's current in this fast-changing field. This two-volume set is ideal for daily reference, featuring a unique organization by presenting symptom/sign and by specific disease entities—allowing you to access content in ways that mirror how you practice. More than 150 expert contributors, led by Drs. Joseph Jankovic, John C. Mazziotta, Scott L. Pomeroy, and Nancy J. Newman, provide up-to-date guidance that equips you to effectively diagnose and manage the full range of neurological disorders. - Covers all aspects of today's neurology in an easy-to-read, clinically relevant manner. - Allows for easy searches through an intuitive organization by both symptom and grouping of diseases. - Features new and expanded content on movement disorders, genetic and immunologic disorders, tropical neurology, neuro-ophthalmology and neuro-otology, palliative care, pediatric neurology, and new and emerging therapies. - Offers even more detailed videos that depict how neurological disorders manifest, including EEG and seizures, deep brain stimulation for PD and tremor, sleep disorders, movement disorders, ocular oscillations, EMG evaluation, cranial neuropathies, and disorders of upper and lower motor neurons, as well as other neurologic signs. - Enhanced eBook version included with purchase. Your enhanced eBook allows you to access all of the text, figures, and references from the book on a variety of devices.

Swaiman S Pediatric Neurology E Book

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Author : Stephen Ashwal
language : en
Publisher: Elsevier Health Sciences
Release Date : 2025-05-09

Swaiman S Pediatric Neurology E Book written by Stephen Ashwal and has been published by Elsevier Health Sciences this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-09 with Medical categories.

**Selected for 2025 Doody's Core Titles® in Pediatrics and with "Essential Purchase" designation in Neurology**For fifty years, experienced clinicians and physicians in training have relied on Swaiman's cornerstone text as their #1 source for authoritative guidance in pediatric neurology. Swaiman's Pediatric Neurology: Principles and Practice, Seventh Edition, continues this tradition of excellence under the expert editorial direction of Drs. Stephen Ashwal and Phillip L. Pearl, along with a team of key leaders in the field who serve as associate and section editors in their areas of expertise. Thorough revisions—including new chapters, new videos, new editors, and expanded content—bring you up to date with this dynamic field. - Contains new sections on global child neurology and environment and brain development and a greatly expanded section on neurogenetics, in addition to new chapters on autoimmune epilepsies, immune-mediated movement disorders, and more. - Offers expanded online content, including additional figures, tables, and text, as well as new personal introductory videos by many chapter authors. - Covers new, emerging, or controversial topics such as COVID-19, teleneurology, environment and brain development, immune-mediated disorders of the nervous system, functional neurological disorders in children, nonverbal learning disorders, and the pharmacological and future genetic treatment of neurodevelopmental disabilities. - Provides authoritative coverage of perinatal acquired and congenital disorders, neurodevelopmental disabilities, extensive sections on pediatric epilepsy and movement disorders, nonepileptiform paroxysmal disorders, and disorders of sleep. - Features nearly 3,000 line drawings, photographs, tables, and boxes that highlight the text, clarify key concepts, and make it easy to find information quickly.

Multimodal Imaging In Neurology

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