Protocol for predicting multivariate change of brain patterns using model-informed fMRI activations
Summary: Investigating the spatially distributed information contained in fMRI data is essential for understanding brain functions. Here, we present a protocol to dynamically predict short-term changes in neural patterns using trial-by-trial blood-oxygen-level-dependent (BOLD) activity of a seed reg...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Elsevier
2024-06-01
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| Series: | STAR Protocols |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2666166724001436 |
| _version_ | 1827304295302692864 |
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| author | Leon Möhring Jan Gläscher |
| author_facet | Leon Möhring Jan Gläscher |
| author_sort | Leon Möhring |
| collection | DOAJ |
| description | Summary: Investigating the spatially distributed information contained in fMRI data is essential for understanding brain functions. Here, we present a protocol to dynamically predict short-term changes in neural patterns using trial-by-trial blood-oxygen-level-dependent (BOLD) activity of a seed region. We describe steps for setting fMRI data acquisition parameters and quantification of changes in multivariate patterns. We then detail procedures for defining seed regions and identifying brain areas in which changes in multivariate patterns can be predicted by BOLD activity of the seed region.For complete details on the use and execution of this protocol, please refer to Möhring et al.1 : Publisher’s note: Undertaking any experimental protocol requires adherence to local institutional guidelines for laboratory safety and ethics. |
| first_indexed | 2024-04-24T17:28:32Z |
| format | Article |
| id | doaj.art-c4060e159b7844e79f19c47d21a0faf2 |
| institution | Directory Open Access Journal |
| issn | 2666-1667 |
| language | English |
| last_indexed | 2024-04-24T17:28:32Z |
| publishDate | 2024-06-01 |
| publisher | Elsevier |
| record_format | Article |
| series | STAR Protocols |
| spelling | doaj.art-c4060e159b7844e79f19c47d21a0faf22024-03-28T06:38:42ZengElsevierSTAR Protocols2666-16672024-06-0152102978Protocol for predicting multivariate change of brain patterns using model-informed fMRI activationsLeon Möhring0Jan Gläscher1Institute for Systems Neuroscience, University Medical Center Hamburg-Eppendorf, Martinistr. 52, 20246 Hamburg, GermanyInstitute for Systems Neuroscience, University Medical Center Hamburg-Eppendorf, Martinistr. 52, 20246 Hamburg, Germany; Corresponding authorSummary: Investigating the spatially distributed information contained in fMRI data is essential for understanding brain functions. Here, we present a protocol to dynamically predict short-term changes in neural patterns using trial-by-trial blood-oxygen-level-dependent (BOLD) activity of a seed region. We describe steps for setting fMRI data acquisition parameters and quantification of changes in multivariate patterns. We then detail procedures for defining seed regions and identifying brain areas in which changes in multivariate patterns can be predicted by BOLD activity of the seed region.For complete details on the use and execution of this protocol, please refer to Möhring et al.1 : Publisher’s note: Undertaking any experimental protocol requires adherence to local institutional guidelines for laboratory safety and ethics.http://www.sciencedirect.com/science/article/pii/S2666166724001436Health SciencesClinical ProtocolNeuroscienceCognitive Neuroscience |
| spellingShingle | Leon Möhring Jan Gläscher Protocol for predicting multivariate change of brain patterns using model-informed fMRI activations STAR Protocols Health Sciences Clinical Protocol Neuroscience Cognitive Neuroscience |
| title | Protocol for predicting multivariate change of brain patterns using model-informed fMRI activations |
| title_full | Protocol for predicting multivariate change of brain patterns using model-informed fMRI activations |
| title_fullStr | Protocol for predicting multivariate change of brain patterns using model-informed fMRI activations |
| title_full_unstemmed | Protocol for predicting multivariate change of brain patterns using model-informed fMRI activations |
| title_short | Protocol for predicting multivariate change of brain patterns using model-informed fMRI activations |
| title_sort | protocol for predicting multivariate change of brain patterns using model informed fmri activations |
| topic | Health Sciences Clinical Protocol Neuroscience Cognitive Neuroscience |
| url | http://www.sciencedirect.com/science/article/pii/S2666166724001436 |
| work_keys_str_mv | AT leonmohring protocolforpredictingmultivariatechangeofbrainpatternsusingmodelinformedfmriactivations AT janglascher protocolforpredictingmultivariatechangeofbrainpatternsusingmodelinformedfmriactivations |