Data Science For Neuroimaging
DOWNLOAD
Download Data Science For Neuroimaging PDF/ePub or read online books in Mobi eBooks. Click Download or Read Online button to get Data Science For Neuroimaging book now. This website allows unlimited access to, at the time of writing, more than 1.5 million titles, including hundreds of thousands of titles in various foreign languages. If the content not found or just blank you must refresh this page
Data Science For Neuroimaging
DOWNLOAD
Author : Ariel Rokem
language : en
Publisher: Princeton University Press
Release Date : 2023-12-12
Data Science For Neuroimaging written by Ariel Rokem and has been published by Princeton University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-12 with Science categories.
Data science methods and tools—including programming, data management, visualization, and machine learning—and their application to neuroimaging research As neuroimaging turns toward data-intensive discovery, researchers in the field must learn to access, manage, and analyze datasets at unprecedented scales. Concerns about reproducibility and increased rigor in reporting of scientific results also demand higher standards of computational practice. This book offers neuroimaging researchers an introduction to data science, presenting methods, tools, and approaches that facilitate automated, reproducible, and scalable analysis and understanding of data. Through guided, hands-on explorations of openly available neuroimaging datasets, the book explains such elements of data science as programming, data management, visualization, and machine learning, and describes their application to neuroimaging. Readers will come away with broadly relevant data science skills that they can easily translate to their own questions. • Fills the need for an authoritative resource on data science for neuroimaging researchers • Strong emphasis on programming • Provides extensive code examples written in the Python programming language • Draws on openly available neuroimaging datasets for examples • Written entirely in the Jupyter notebook format, so the code examples can be executed, modified, and re-executed as part of the learning process
Artificial Intelligence For Neurological Disorders
DOWNLOAD
Author : Ajith Abraham
language : en
Publisher: Academic Press
Release Date : 2022-09-23
Artificial Intelligence For Neurological Disorders written by Ajith Abraham and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-23 with Medical categories.
Artificial Intelligence for Neurological Disorders provides a comprehensive resource of state-of-the-art approaches for AI, big data analytics and machine learning-based neurological research. The book discusses many machine learning techniques to detect neurological diseases at the cellular level, as well as other applications such as image segmentation, classification and image indexing, neural networks and image processing methods. Chapters include AI techniques for the early detection of neurological disease and deep learning applications using brain imaging methods like EEG, MEG, fMRI, fNIRS and PET for seizure prediction or neuromuscular rehabilitation. The goal of this book is to provide readers with broad coverage of these methods to encourage an even wider adoption of AI, Machine Learning and Big Data Analytics for problem-solving and stimulating neurological research and therapy advances. - Discusses various AI and ML methods to apply for neurological research - Explores Deep Learning techniques for brain MRI images - Covers AI techniques for the early detection of neurological diseases and seizure prediction - Examines cognitive therapies using AI and Deep Learning methods
Brain Informatics And Health
DOWNLOAD
Author : Yike Guo
language : en
Publisher: Springer
Release Date : 2015-08-20
Brain Informatics And Health written by Yike Guo and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-08-20 with Computers categories.
This book constitutes the proceedings of the International Conference on Brain Informatics and Health, BIH 2015, held in London, UK, in August/September 2015. The 42 full papers presented were carefully reviewed and selected from 82 submissions. Following the success of past conferences in this series, BIH 2015 has a strong emphasis on emerging trends of big data analysis and management technology for brain research, behavior learning, and real-world applications of brain science in human health and wellbeing.
The Handbook Of Brain Theory And Neural Networks
DOWNLOAD
Author : Michael A. Arbib
language : en
Publisher: MIT Press
Release Date : 2003
The Handbook Of Brain Theory And Neural Networks written by Michael A. Arbib and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Computers categories.
This second edition presents the enormous progress made in recent years in the many subfields related to the two great questions : how does the brain work? and, How can we build intelligent machines? This second edition greatly increases the coverage of models of fundamental neurobiology, cognitive neuroscience, and neural network approaches to language. (Midwest).
Collaborative Efforts For Understanding The Human Brain
DOWNLOAD
Author : Sook-Lei Liew
language : en
Publisher: Frontiers Media SA
Release Date : 2019-10-10
Collaborative Efforts For Understanding The Human Brain written by Sook-Lei Liew 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 2019-10-10 with categories.
The human brain is incredibly complex, and the more we learn about it, the more we realize how much we need a truly interdisciplinary team to make sense of its intricacies. This eBook presents the latest efforts in collaborative team science from around the world, all aimed at understanding the human brain.
Introduction To Intricate Artificial Psychology With Python
DOWNLOAD
Author : Peter Watson
language : en
Publisher: Academic Press
Release Date : 2025-11-28
Introduction To Intricate Artificial Psychology With Python written by Peter Watson and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-11-28 with Psychology categories.
Introduction to Intricate Artificial Psychology with Python unlocks the mysteries of Intricate Artificial Psychology (iAp). This comprehensive guide takes readers through advanced cognitive frameworks and the complex landscape of artificial psychology using Python. Starting with an introduction to iAp, the book explores degrees of prediction and applies Fuzzy Cognitive Maps (IAP). Special focus is given to detecting implicit bias through a combination of Fuzzy Cognitive Maps and SHAP values, offering a unique perspective on artificial intelligence and psychological phenomena. The book covers forecasting in iAp, complex network analysis, and psychological graph analysis (Pga).It delves into the intersection of deep learning and neuroimaging, as well as machine learning techniques in neuroimaging. It includes practical case studies, allowing readers to apply cutting-edge techniques to real-world psychological scenarios. - Examines how to utilize and analyze predictive models and psychological graphs - Illustrates how to apply machine learning and deep learning techniques in neuroimaging - Includes specific code examples in Python
Methods For Analyzing Large Neuroimaging Datasets
DOWNLOAD
Author : Robert Whelan
language : en
Publisher: Springer Nature
Release Date : 2024-12-09
Methods For Analyzing Large Neuroimaging Datasets written by Robert Whelan and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-09 with Science categories.
This Open Access volume explores the latest advancements and challenges in standardized methodologies, efficient code management, and scalable data processing of neuroimaging datasets. The chapters in this book are organized in four parts. Part One shows the researcher how to access and download large datasets, and how to compute at scale. Part Two covers best practices for working with large data, including how to build reproducible pipelines and how to use Git. Part Three looks at how to do structural and functional preprocessing data at scale, and Part Four describes various toolboxes for interrogating large neuroimaging datasets, including machine learning and deep learning approaches. In the Neuromethods series style, chapters include the kind of detail and key advice from the specialists needed to get successful results in your laboratory. Authoritative and comprehensive, Methods for Analyzing Large Neuroimaging Datasets is a valuable resource that will help researchers obtain the practical knowledge necessary for conducting robust and reproducible analyses of large neuroimaging datasets.
A Primer On Criminal Law And Neuroscience
DOWNLOAD
Author : Stephen J. Morse
language : en
Publisher: Oxford University Press
Release Date : 2013-07-26
A Primer On Criminal Law And Neuroscience written by Stephen J. Morse and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-07-26 with Medical categories.
(temporary: from the Introduction) As a result, the John D. and Catherine T. MacArthur Foundation decided to support a three-year multidisciplinary initiative, The Law and Neuroscience Project, that created teams (termed “research networks”) of lawyers, neuroscientists and philosophers to explore the appropriate conceptual relation of neuroscience and law and to engage in empirical investigations that would demonstrate the specific relevance of neuroscience to law. Although there was a substantial range of opinion among Project participants about the potential relevance of neuroscience to criminal law, it became apparent that a basic primer or handbook that set forth a statement of the relation as the authors understand it at present would be enormously helpful to practicing lawyers, judges, and legal policy makers as they increasingly were confronted with claims based on neuroscience information. The goal is to provide accurate information and to clarify the basic questions that will inevitable arise so that the criminal law can avoid confusion and mistakes based on inadequate understanding.
Science
DOWNLOAD
Author :
language : en
Publisher:
Release Date : 2011
Science written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with Science categories.
Handbook Of Neuroimaging Data Analysis
DOWNLOAD
Author : Hernando Ombao
language : en
Publisher: CRC Press
Release Date : 2016-11-18
Handbook Of Neuroimaging Data Analysis written by Hernando Ombao and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-11-18 with Mathematics categories.
This book explores various state-of-the-art aspects behind the statistical analysis of neuroimaging data. It examines the development of novel statistical approaches to model brain data. Designed for researchers in statistics, biostatistics, computer science, cognitive science, computer engineering, biomedical engineering, applied mathematics, physics, and radiology, the book can also be used as a textbook for graduate-level courses in statistics and biostatistics or as a self-study reference for Ph.D. students in statistics, biostatistics, psychology, neuroscience, and computer science.