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The huge volume of multi-modal neuroimaging data across different neuroscience communities has posed a daunting challenge to traditional methods of data sharing, data archiving, data processing and data analysis. Neuroinformatics plays a crucial role in creating advanced methodologies and tools for the handling of varied and heterogeneous datasets in order to better understand the structure and function of the brain. These tools and methodologies not only enhance data collection, analysis, integration, interpretation, modeling, and dissemination of data, but also promote data sharing and collaboration. This Neuroinformatics Research Topic aims to summarize the state-of-art of the current ach...
This book is intended to aid researchers who plan to set up a simultaneous EEG-fMRI laboratory and those who are interested in integrating electrophysiological and hemodynamic data. This is a dynamically developing field in which several approaches are being tested, validated and compared. Currently, there is no one best solution for all problems available, but many promising techniques are emerging.
This book constitutes the refereed proceedings of the 4th International Workshop on Human Brain and Artificial Intelligence, HBAI 2024, held in Jeju Island, South Korea, on August 3, 2024. The 24 full papers and 5 short papers included in this book were carefully reviewed andselected from 74 submissions. They were organized in topical sections as follows: AI for brain science; AI for brain technology; and brain-inspired AI.
The widespread application of brain imaging to the study of psychiatric disorders has led to a revolution in our understanding of the neural basis of psychiatric illness. In particular, the advent of magnetic resonance imaging (MRI) has provided an unprecedented capacity for quantifying diverse aspects of brain structure and function in vivo, and has been used to identify brain changes associated with the full spectrum of psychopathology. With respect to major psychiatric disorders, it is now abundantly clear from this literature that focal brain dysfunction is rare. Rather, most disorders are associated with abnormalities in large-scale networks of spatially distributed and interconnected b...
This third edition volume expands on the previous edition with updates on the latest methodological aspects of fMRI and achievements made through the applications to the study of central nervous system functioning in the clinical field. The chapters in the book are organized in four parts: Part One talks about the basic knowledge for the understanding of the technical aspects of fMRI. Part Two describes the main findings obtained from the application of fMRI to study brain system function of healthy individuals. Part Three explores clinical findings obtained from the use of fMRI to assess the role of brain plasticity in major neurological and psychiatric conditions. Part Four presents novel ...
This book constitutes the proceedings of the 11th International Conference on Data Integration in the Life Sciences, DILS 2015, held in Los Angeles, CA, USA, in July 2015. The 24 papers presented in this volume were carefully reviewed and selected from 40 submissions. They are organized in topical sections named: data integration technologies; ontology and knowledge engineering for data integration; biomedical data standards and coding; medical research applications; and graduate student consortium.
Following on from the success of Insights in Brain Imaging Methods: 2021, we would like to further celebrate the exceptional achievements made by scientists, leading to major advancements in the fast-growing field of neuroscience. You can find the 2021 edition here. Frontiers is continuing to organize a series of Research Topics to highlight the latest advancements in research across the field of neuroscience, with articles from the members of our accomplished Editorial Boards. This editorial initiative of particular relevance, led by Prof Vince D Calhoun, Specialty Chief Editor of the Brain Imaging Methods section, together with Professors Federico Giove and Xi-Nian Zuo, is focused on new insights, novel developments, current challenges, latest discoveries, recent advances, and future perspectives in the field of Brain Imaging Methods.