Computational and network modeling of neuroimaging data / edited by Kendrick Kay.

Format:

Book

Contributor:

Kay, Kendrick, editor.

ScienceDirect (Online service)

Series:

Neuroimaging methods and applications series.

Neuroimaging methods and applications series

Language:

English

Subjects (All):

Brain--Models.

Brain.

Physical Description:

1 online resource

Place of Publication:

London, United Kingdom : San Diego, CA : Academic Press, [2024]

Contents:

Statistical modeling: Harnessing uncertainty and variation in neuroimaging data / Martin A. Lindquist

Sensory modeling: understanding computation in sensory systems through image-computable models / Zvi N. Roth, Elisha P. Merriam, Tomas Knapen

Cognitive modeling: Joint models use cognitive theory to understand brain activations / Brandon M. Turner

Network modeling: the explanatory power of activity flow models of brain function / Michael W. Cole

Biophysical modeling: an approach for understanding the physiological fingerprint of the BOLD fMRI signal / Mario Gilberto Báez-Yáñez, Natalia Petridou

Biophysical modeling: multicompartment biophysical models for brain tissue microstructure imaging / H. Farooq, P.K. Pisharady, C. Lenglet

Dynamic brain network models: how interactions in the structural connectome shape brain dynamics / Joana Cabral, John D. Griffiths

Neural graph modeling / Stephen Još Hanson, Catherine Hanson

Machine learning and neuroimaging: understanding the human brain in health and disease / Zijin Gu, Keith W. Jamison, Amy Kuceyeski

Decoding models: from brain representation to machine interfaces / Yu Takagi, Shinji Nishimoto

Normative modeling for clinical neuroscience / Andre Marquand, Saige Rutherford, Thomas Wolfers.

Notes:

Includes bibliographical references and index.

Electronic reproduction. Amsterdam Available via World Wide Web.

ISBN:

9780443134814

0443134812

Publisher Number:

90100503467

Access Restriction:

Restricted for use by site license.