Slot: preprocessing
The pipelines that produced the data this model was fitted to. Every Analysis referencing this record came through them, so a model fitted to differently prepared data -- unsmoothed images for a classifier, smoothed ones for a mass-univariate fit -- takes its own record rather than sharing one.
More than one entry when the fit consumed more than one kind of image: a multimodal regression of perfusion on grey-matter volume was fitted to the output of both pipelines, and naming either alone says the other's smoothing and normalisation did not touch the map.
URI: neurostudy:preprocessing
Applicable Classes
| Name |
Description |
Modifies Slot |
| ModelEstimation |
How a model was specified in software and estimated: its terms, the family, t... |
no |
Properties
Type and Range
| Property |
Value |
| Multivalued |
Yes |
Slot Characteristics
In Subsets
Schema Source
- from schema: https://neurostuff.org/schemas/neuroimaging-study-storage
Mappings
| Mapping Type |
Mapped Value |
| self |
neurostudy:preprocessing |
| native |
neurostudy:preprocessing |
LinkML Source
name: preprocessing
description: 'The pipelines that produced the data this model was fitted to. Every
Analysis referencing this record came through them, so a model fitted to differently
prepared data -- unsmoothed images for a classifier, smoothed ones for a mass-univariate
fit -- takes its own record rather than sharing one.
More than one entry when the fit consumed more than one kind of image: a multimodal
regression of perfusion on grey-matter volume was fitted to the output of both pipelines,
and naming either alone says the other''s smoothing and normalisation did not touch
the map.'
in_subset:
- model_extracted
from_schema: https://neurostuff.org/schemas/neuroimaging-study-storage
rank: 1000
owner: ModelEstimation
domain_of:
- ModelEstimation
range: Preprocessing
multivalued: true
inlined: false