skip to content
Connectomics : applications to neuroimaging Preview this item
ClosePreview this item
Checking...

Connectomics : applications to neuroimaging

Author: Brent C Munsell; Guorong Wu; Leonardo Bonilha; Paul Laurienti
Publisher: London : Academic Press, 2018.
Edition/Format:   eBook : Document : English
Summary:
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),  Read more...
Rating:

(not yet rated) 0 with reviews - Be the first.

Subjects
More like this

Find a copy online

Find a copy in the library

&AllPage.SpinnerRetrieving; Finding libraries that hold this item...

Details

Genre/Form: Electronic books
Additional Physical Format: (OCoLC)1023545479
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Brent C Munsell; Guorong Wu; Leonardo Bonilha; Paul Laurienti
ISBN: 9780128138397 0128138394
OCLC Number: 1052566525
Description: 1 online resource
Contents: 1. Introduction; 2. Image Processing and the Connectome; 3. Connectome analysis using graph techniques; 4. Machine learning techniques; 5. Machine learning software toolsets; 6. Connectome software toolsets; 7. Autism Spectrum Disorders: Functional connectomics and social-communication networks in Autism; 8. Stroke and epilepsy: Post-stroke aphasia severity and the disorganization of structural networks; 9. Cognition: Insights into Cognition from Functional Connectivity; 10. Emotion: Dynamic networks in the emotional brain; 11. Fingerprinting: Connectome Based Predictive Modeling; 12. Neurodevelopment disorders: A network perspective on neurodevelopmental disorders; 13. Addiction: Informing drug abuse interventions with brain networks; 14. Parkinson's Disease: Brain Networks in Parkinson's Disease; 15. Mental Illness: Aberrant whole-brain networks in schizophrenia; 16. Traumatic Brain Injury: Connectome-scale assessment of connectivity in mild traumatic brain injury at the acute stage; 17. Genetic Analysis: Genetic analysis of structural brain connectivity; 18. Alzheimer's disease: Hyper-graph inference framework for computer assisted diagnosis of Alzheimer's disease; 19. Towards a Science of Episodic Memory Network Function
Responsibility: edited by Brent C. Munsell, Guorong Wu, Leonardo Bonilha, Paul J. Laurienti.

Abstract:

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 connectomicsHow connectomics is applied to a wide range of neuro-applicationsWhat 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-applicationsCovers most of the hot topics in neuroscience and clinical areasAppeals 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.

Reviews

User-contributed reviews
Retrieving GoodReads reviews...
Retrieving DOGObooks reviews...

Tags

Be the first.
Confirm this request

You may have already requested this item. Please select Ok if you would like to proceed with this request anyway.

Linked Data


Primary Entity

<http://www.worldcat.org/oclc/1052566525> # Connectomics : applications to neuroimaging
    a schema:MediaObject, schema:CreativeWork, schema:Book ;
    library:oclcnum "1052566525" ;
    library:placeOfPublication <http://id.loc.gov/vocabulary/countries/enk> ;
    schema:about <http://dewey.info/class/612.8/e23/> ;
    schema:about <http://experiment.worldcat.org/entity/work/data/5440097523#Topic/computational_neuroscience> ; # Computational neuroscience
    schema:about <http://experiment.worldcat.org/entity/work/data/5440097523#Topic/neural_networks_neurobiology> ; # Neural networks (Neurobiology)
    schema:about <http://experiment.worldcat.org/entity/work/data/5440097523#Topic/medical_physiology> ; # MEDICAL / Physiology
    schema:about <http://experiment.worldcat.org/entity/work/data/5440097523#Topic/science_life_sciences_human_anatomy_&_physiology> ; # SCIENCE / Life Sciences / Human Anatomy & Physiology
    schema:bookFormat schema:EBook ;
    schema:datePublished "2018" ;
    schema:description "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 connectomicsHow connectomics is applied to a wide range of neuro-applicationsWhat 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-applicationsCovers most of the hot topics in neuroscience and clinical areasAppeals 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."@en ;
    schema:description "1. Introduction; 2. Image Processing and the Connectome; 3. Connectome analysis using graph techniques; 4. Machine learning techniques; 5. Machine learning software toolsets; 6. Connectome software toolsets; 7. Autism Spectrum Disorders: Functional connectomics and social-communication networks in Autism; 8. Stroke and epilepsy: Post-stroke aphasia severity and the disorganization of structural networks; 9. Cognition: Insights into Cognition from Functional Connectivity; 10. Emotion: Dynamic networks in the emotional brain; 11. Fingerprinting: Connectome Based Predictive Modeling; 12. Neurodevelopment disorders: A network perspective on neurodevelopmental disorders; 13. Addiction: Informing drug abuse interventions with brain networks; 14. Parkinson's Disease: Brain Networks in Parkinson's Disease; 15. Mental Illness: Aberrant whole-brain networks in schizophrenia; 16. Traumatic Brain Injury: Connectome-scale assessment of connectivity in mild traumatic brain injury at the acute stage; 17. Genetic Analysis: Genetic analysis of structural brain connectivity; 18. Alzheimer's disease: Hyper-graph inference framework for computer assisted diagnosis of Alzheimer's disease; 19. Towards a Science of Episodic Memory Network Function"@en ;
    schema:editor <http://experiment.worldcat.org/entity/work/data/5440097523#Person/laurienti_paul> ; # Paul Laurienti
    schema:editor <http://experiment.worldcat.org/entity/work/data/5440097523#Person/wu_guorong> ; # Guorong Wu
    schema:editor <http://experiment.worldcat.org/entity/work/data/5440097523#Person/munsell_brent_c> ; # Brent C. Munsell
    schema:editor <http://experiment.worldcat.org/entity/work/data/5440097523#Person/bonilha_leonardo> ; # Leonardo Bonilha
    schema:exampleOfWork <http://worldcat.org/entity/work/id/5440097523> ;
    schema:genre "Electronic books"@en ;
    schema:inLanguage "en" ;
    schema:isSimilarTo <http://www.worldcat.org/oclc/1023545479> ;
    schema:name "Connectomics : applications to neuroimaging"@en ;
    schema:productID "1052566525" ;
    schema:url <https://www.sciencedirect.com/science/book/9780128138380> ;
    schema:url <https://nls.ldls.org.uk/welcome.html?ark:/81055/vdc_100066531929.0x000001> ;
    schema:url <http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=1724691> ;
    schema:workExample <http://worldcat.org/isbn/9780128138397> ;
    wdrs:describedby <http://www.worldcat.org/title/-/oclc/1052566525> ;
    .


Related Entities

<http://experiment.worldcat.org/entity/work/data/5440097523#Person/bonilha_leonardo> # Leonardo Bonilha
    a schema:Person ;
    schema:familyName "Bonilha" ;
    schema:givenName "Leonardo" ;
    schema:name "Leonardo Bonilha" ;
    .

<http://experiment.worldcat.org/entity/work/data/5440097523#Person/laurienti_paul> # Paul Laurienti
    a schema:Person ;
    schema:familyName "Laurienti" ;
    schema:givenName "Paul" ;
    schema:name "Paul Laurienti" ;
    .

<http://experiment.worldcat.org/entity/work/data/5440097523#Person/munsell_brent_c> # Brent C. Munsell
    a schema:Person ;
    schema:familyName "Munsell" ;
    schema:givenName "Brent C." ;
    schema:name "Brent C. Munsell" ;
    .

<http://experiment.worldcat.org/entity/work/data/5440097523#Person/wu_guorong> # Guorong Wu
    a schema:Person ;
    schema:familyName "Wu" ;
    schema:givenName "Guorong" ;
    schema:name "Guorong Wu" ;
    .

<http://experiment.worldcat.org/entity/work/data/5440097523#Topic/computational_neuroscience> # Computational neuroscience
    a schema:Intangible ;
    schema:name "Computational neuroscience"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/5440097523#Topic/medical_physiology> # MEDICAL / Physiology
    a schema:Intangible ;
    schema:name "MEDICAL / Physiology"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/5440097523#Topic/neural_networks_neurobiology> # Neural networks (Neurobiology)
    a schema:Intangible ;
    schema:name "Neural networks (Neurobiology)"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/5440097523#Topic/science_life_sciences_human_anatomy_&_physiology> # SCIENCE / Life Sciences / Human Anatomy & Physiology
    a schema:Intangible ;
    schema:name "SCIENCE / Life Sciences / Human Anatomy & Physiology"@en ;
    .

<http://worldcat.org/isbn/9780128138397>
    a schema:ProductModel ;
    schema:isbn "0128138394" ;
    schema:isbn "9780128138397" ;
    .

<http://www.worldcat.org/oclc/1023545479>
    a schema:CreativeWork ;
    schema:isSimilarTo <http://www.worldcat.org/oclc/1052566525> ; # Connectomics : applications to neuroimaging
    .


Content-negotiable representations

Close Window

Please sign in to WorldCat 

Don't have an account? You can easily create a free account.