Connectomics: Applications to Neuroimaging
Format

AlbakiReads Editorial Brain-connectivity methods across neuroimaging applications
Brain-connectivity methods across neuroimaging applications
An interdisciplinary reference on connectomics, the study of brain connectivity through computational and mathematical analysis. The volume links foundational principles to neuroimaging applications, showing how connectivity-derived models are used across neurological and psychiatric research. Its coverage spans Alzheimer’s disease, epilepsy, stroke, autism, Parkinson’s disease, addiction, depression, bipolar disorder, and schizophrenia, alongside brain fingerprinting, speech-language assessment, and cognitive assessment. By placing technical methods beside a broad set of clinical and research contexts, the book maps both current applications and future directions for connectomics. The emphasis is on understanding the computational approaches behind brain-connectivity data and their use in neuro-focused investigation.
Good fit for readers who enjoy
- Graduate students in computer science, data science, mathematics, or computational neuroscience
- Neuroscience and medical researchers seeking an overview of connectomics methods
- Researchers working with neuroimaging, brain connectivity, or computational clinical models
Themes
Based on publisher information and book metadata.
Book Overview Connectomics: Applications to Neuroimaging is unique in presenting the frontier of neuro-applications using brain connectomics techniques...
Connectomics: Applications to Neuroimaging is unique in presenting the frontier of neuro-applications using brain connectomics techniques. The book describes state-of-the-art research that applies brain connectivity analysis techniques to a broad range of neurological and psychiatric disorders (Alzheimer's, epilepsy, stroke, autism, Parkinson's, drug or alcohol addiction, depression, bipolar, and schizophrenia), brain fingerprint applications, speech-language assessments, and cognitive assessment.
With this book the reader will learn:
- Basic mathematical principles underlying connectomics
- How connectomics is applied to a wide range of neuro-applications
- What is the future direction of connectomics techniques.
This book is an ideal reference for researchers and graduate students in computer science, data science, computational neuroscience, computational physics, or mathematics who need to understand how computational models derived from brain connectivity data are being used in clinical applications, as well as neuroscientists and medical researchers wanting an overview of the technical methods.
Features:
- Combines connectomics methods with relevant and interesting neuro-applications
- Covers most of the hot topics in neuroscience and clinical areas
- Appeals to researchers in a wide range of disciplines: computer science, engineering, data science, mathematics, computational physics, computational neuroscience, as well as neuroscience, and medical researchers interested in the technical methods of connectomics
Book Details Format: Paperback | Pages: 233 | Language: English | Publisher: ACADEMIC PR INC | ISBN: 0128138386
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