Machine Learning and Interpretation in Neuroimaging, Georg Langs; Irina Rish; Moritz Grosse-Wentrup; Br

Автор: Medina, L Santiago
Название: Evidence-Based Neuroimaging
ISBN: 1461433193 ISBN-13(EAN): 9781461433194
Издательство: Springer
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Цена: 19559.00 р.
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Описание: This is a user-friendly guide to appropriate evidence-based use of medical imaging for diseases and disorders of the brain, head and neck, spine, and central nervous system. Key points are highlighted for quick reference busy clinicians.

Название: Handbook of functional neuroimaging of cognition
ISBN: 0262033445 ISBN-13(EAN): 9780262033442
Издательство: MIT Press
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Цена: 13543.00 р.
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Описание: A resource on neuroimaging, this book describes theoretical and methodological developments in the use of functional neuroimaging techniques to study the neural basis of cognition, from early scientific efforts to link brain and behaviour to the latest applications of fMRI and PET methods.

Автор: Bravo-Rodriguez
Название: Learning Neuroimaging
ISBN: 3642229980 ISBN-13(EAN): 9783642229985
Издательство: Springer
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Цена: 8384.00 р.
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Описание: This book is intended as an introduction to neuroradiology and aims to provide the reader with a comprehensive overview of this highly specialized radiological subspecialty. One hundred illustrated cases from clinical practice are presented in a standard way.  Each case is supported by representative images and is divided into three parts: a brief summary of the patient’s medical history, a discussion of the disease, and a description of the most characteristic imaging features of the disorder. The focus is not only on common neuroradiological entities such as stroke and acute head trauma but also on less frequent disorders that the practitioner should recognize. Learning Neuroimaging: 100 Essential Cases is an ideal resource for neuroradiology and radiology residents, neurology residents, neurosurgery residents, nurses, radiology technicians, and medical students.

Автор: Rish
Название: Machine Learning and Interpretation in Neuroimaging
ISBN: 3319451731 ISBN-13(EAN): 9783319451732
Издательство: Springer
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Цена: 5870.00 р.
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Описание:

Networks and Decoding.- Multi-Task Learning for Interpretation of Brain Decoding Models.- The New Graph Kernels on Connectivity Networks for Identification of MCI.- Mapping Tractography Across Subjects.- Speech.- Automated speech analysis for psychosis evaluation.- Combining different modalities in classifying phonological categories.- Clinics and cognition.- Label-alignment-based Multi-task Feature Selection for Multimodal Classification of Brain Disease.- Leveraging Clinical Data to Enhance Localization of Brain Atrophy.- Estimating Learning Effects: A Short-Time Fourier Transform Regression Model for MEG Source Localization.- Causality and time-series.- Classification-based Causality Detection in Time Series.- Fast and Improved SLEX Analysis of High-dimensional Time Series.- Best paper awards: MLINI 2013.- Predicting Short-Term Cognitive Change from Longitudinal Neuroimaging Analysis.- Hyperalignment of Multi-Subject fMRI Data by Synchronized Projections.- An oblique approach to prediction of conversion to Alzheimer's Disease with multikernel Gaussian Processes.

Автор: Cavanna
Название: Neuroimaging of Consciousness
ISBN: 3642375790 ISBN-13(EAN): 9783642375798
Издательство: Springer
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Цена: 18866.00 р.
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Описание: This book presents the state of the art in neuroimaging exploration of the brain correlates of the alterations in consciousness in common neuropsychiatric disorders, with a particular focus on the potential applications for diagnosis and management.