Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

BEP016: Initial draft of common filename suffix "model" #46

Merged
merged 3 commits into from
Sep 12, 2022
Merged

BEP016: Initial draft of common filename suffix "model" #46

Changes from all commits
Commits
Show all changes
3 commits
Select commit Hold shift + click to select a range
c9d2748
BEP016: Initial draft of common filename suffix "model"
Lestropie Dec 2, 2021
46d3eb4
Merge remote-tracking branch 'origin/bep-016' into model_suffix
Lestropie Aug 16, 2022
d3bbb86
DWI derivatives: Fix tensor model example
Lestropie Aug 16, 2022
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
157 changes: 78 additions & 79 deletions src/05-derivatives/05-diffusion-derivatives.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -54,26 +54,26 @@ Throughout this document, the term "parameter" is used to refer to
multiple distinct sources of information. The distinction between
these uses is defined thus:

1. <a name="paramdef-input">*Input*</a> model parameter:
1. <a name="paramdef-input">*Input*</a> parameter:

Value or non-numerical setting that influences the conformation
of the diffusion model to the empirical diffusion-weighted data.

1. <a name="paramdef-intrinsic">*Intrinsic*</a> model parameter:
1. <a name="paramdef-model">*Model*</a> parameter:

Value that is the direct result of fitting the diffusion model to the
empirical diffusion-weighted data.

1. <a name="paramdef-extrinsic">*Extrinsic*</a> model parameter:
1. <a name="paramdef-derived">Model-*derived*</a> parameter:

Value that can be calculated directly from previously estimated
intrinsic model parameters, without necessitating reference to
the empirical diffusion-weighted data.

For example, consider a diffusion tensor model fit: the number of
iterations in the optimisation algorithm would be an *input* parameter;
the six unique diffusion tensor coefficients would be the *intrinsic*
parameters; the Fractional Anisotropy (FA) would be an *extrinsic*
the six unique diffusion tensor coefficients would be the *model*
parameters; the Fractional Anisotropy (FA) would be a *model-derived*
parameter (as it is calculated from the diffusion tensor coefficients
rather than the image data).

Expand All @@ -83,47 +83,40 @@ rather than the image data).
<pipeline_name>/
sub-<participant_label>/
dwi/
<source_keywords>[_space-<space>][_desc-<label>]_param-<intparam1>_<model>.nii[.gz]
<source_keywords>[_space-<space>][_desc-<label>]_param-<intparam2>_<model>.nii[.gz]
<source_keywords>[_space-<space>][_desc-<label>]_<model>.json

[<source_keywords>[_space-<space>][_desc-<label>]_param-<extparam1>_<model>.nii[.gz]]
[<source_keywords>[_space-<space>][_desc-<label>]_param-<extparam1>_<model>.json]
[<source_keywords>[_space-<space>][_desc-<label>]_param-<extparam2>_<model>.nii[.gz]]
[<source_keywords>[_space-<space>][_desc-<label>]_param-<extparam2>_<model>.json]
<source_keywords>[_space-<space>][_desc-<label>]_param-<param1>_model.nii[.gz]
<source_keywords>[_space-<space>][_desc-<label>]_param-<param1>_model.json
<source_keywords>[_space-<space>][_desc-<label>]_param-<param2>_model.nii[.gz]
<source_keywords>[_space-<space>][_desc-<label>]_param-<param2>_model.json
<source_keywords>[_space-<space>][_desc-<label>]_model.json

[<source_keywords>[_space-<space>][_desc-<label>]_param-<parama>_mdp.nii[.gz]]
[<source_keywords>[_space-<space>][_desc-<label>]_param-<parama>_mdp.json]
[<source_keywords>[_space-<space>][_desc-<label>]_param-<paramb>_mdp.nii[.gz]]
[<source_keywords>[_space-<space>][_desc-<label>]_param-<paramb>_mdp.json]
```

- Field "`<model>`" is a unique identifier corresponding to the particular
diffusion model. If the particular diffusion model is one that is included
in this specification, then the [prescribed model label](intrinsic-model-parameters)
MUST be utilised; e.g. "`tensor`" for the diffusion tensor model.

- Files "`<source_keywords>[_space-<space>][_desc-<label>]_param-<intparam*>_<model>.nii[.gz]`"
provide data corresponding to the various [intrinsic](#paramdef-intrinsic) parameters
of the model. In cases where [intrinsic](#paramdef-intrinsic) model parameters are all
contained within a single image file, field "`_param-`" nevertheless MUST be
included, with value "`all`"; e.g.:
- Files "`<source_keywords>[_space-<space>][_desc-<label>]_param-<param*>_model.nii[.gz]`"
provide data corresponding to the various requisite [model parameters](#paramdef-model).
In cases where *all* [model parameters](#paramdef-model) are contained within a single image
file, field "`_parameter-`" nevertheless MUST be included, with value "`all`"; e.g.:

```Text
<pipeline_name>/
sub-<participant_label>/
dwi/
<source_keywords>[_space-<space>][_desc-<label>]_param-all_<model>.nii[.gz]
<source_keywords>[_space-<space>][_desc-<label>]_<model>.json
<source_keywords>[_space-<space>][_desc-<label>]_param-all_model.nii[.gz]
<source_keywords>[_space-<space>][_desc-<label>]_model.json
```

- File "`<source_keywords>[_space-<space>][_desc-<label>]_<model>.json`"
provides basic model information and [input](#paramdef-input)
model parameters.
- File "`<source_keywords>[_space-<space>][_desc-<label>]_model.json`"
provides basic model information and [input parameters](#paramdef-input).

- OPTIONAL images "`<source_keywords>[_space-<space>][_desc-<label>]_param-<extparam*>_<model>.nii[.gz]`"
may be defined, in order to provide additional [extrinsic](#paramdef-extrinsic)
model parameters.
- OPTIONAL images "`<source_keywords>[_space-<space>][_desc-<label>]_param-<parama>_mdp.nii[.gz]`"
may be defined, in order to provide additional [model-derived parameters](#paramdef-derived).

- OPTIONAL files "`<source_keywords>[_space-<space>][_desc-<label>]_param-<extparam*>_<model>.json`"
may be defined to provide only information or parameters relevant to
derivation of each relevant [extrinsic](#paramdef-extrinsic) model
parameter image.
- OPTIONAL files "`<source_keywords>[_space-<space>][_desc-<label>]_param-<param*>_mdp.json`"
may be defined to provide information or parameters only relevant to
each relevant [model-derived parameter](#paramdef-derived).

### Data representations

Expand All @@ -139,8 +132,8 @@ interpretation of that information; see [orientation specification](#orientation

1. <a name="data-scalar">*Scalars*</a>:

Any model parameter image (whether [intrinsic](#paramdef-intrinsic) or
[extrinsic](#paramdef-extrinsic)) where a solitary numerical value is
Any parameter image (whether [model](#paramdef-model) or
[model-derived](#paramdef-derived)) where a solitary numerical value is
defined in each 3D image voxel is referred to here as a "scalar" image.

1. <a name="data-dec">*Directionally-Encoded Colours (DEC)*</a>:
Expand Down Expand Up @@ -201,8 +194,8 @@ interpretation of that information; see [orientation specification](#orientation

Each 3-vector, once explicitly normalized, provides a direction
on the unit sphere; the *norm* of each 3-vector additionally encodes
the magnitude of some model parameter, the nature of which MUST be
indicated in the "`_param-*`" filename field.
the magnitude of some model or model-derived parameter, the nature of
which MUST be indicated in the "`_param-*`" filename field.

1. Directions only

Expand Down Expand Up @@ -237,15 +230,14 @@ interpretation of that information; see [orientation specification](#orientation

4D image containing, for every image voxel, data corresponding to some
set of model parameters, the names and order of which are defined within
the [intrinsic](#paramdef-intrinsic) model parameters section.
the [model parameters](#paramdef-model) section below.

### Intrinsic model parameters
### Model parameters

The following models are codified within the specification, and the model
label should be used as the final field in the filename for storage of any
intrinsic or extrinsic parameters. If a new model is used, common sense
should be used to derive a name following the BIDS standard, and should
ideally be integrated in a future version of the specification.
The following models are codified within the specification. The model label
should be included in the "`_desc-`" field in the filename for storage
of both model and model-derived parameters. Some models necessitate reserved
keywords for "`_parameter-`" fields, which are listed below.

| Model label | Full Name | [Data representation](#data-representations) |
| ----------- | ----------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
Expand Down Expand Up @@ -319,7 +311,7 @@ Reserved keywords for models built into the specification are as follows:

- `RESTORESigma`: Float

### Extrinsic model parameters
### Model-derived parameters

| `<parameter>` value | Description | [Data representation](#data-representations) | Possible Model sources | Unit or scale |
| ------------------- | ---------------------------------------------------------------------- | -------------------------------------------- | ---------------------- | -------------------------------------------------------------- |
Expand Down Expand Up @@ -435,11 +427,15 @@ another.
my_diffusion_pipeline/
sub-01/
dwi/
sub-01_tensor.nii.gz
sub-01_tensor.json
sub-01_desc-dti_param-tensor_model.nii.gz
sub-01_desc-dti_param-bzero_model.nii.gz
sub-01_desc-dti_param-fa_mdp.nii.gz
sub-01_desc-dti_model.json
```

Dimensions of NIfTI image "`sub-01_tensor.nii.gz`": *I*x*J*x*K*x6 ([parameter vectors](#data-param))
Dimensions of NIfTI image "`sub-01_desc-dti_param-tensor_model.nii.gz`": *I*x*J*x*K*x6 ([parameter vectors](#data-param))
Dimensions of NIfTI image "`sub-01_desc-dti_param-bzero_model.nii.gz`": *I*x*J*x*K* ([scalar](#data-scalar))
Dimensions of NIfTI image "`sub-01_desc-dti_param-fa_mdp.nii.gz`": *I*x*J*x*K* ([scalar](#data-scalar))

Contents of JSON file:

Expand All @@ -461,20 +457,20 @@ another.
my_diffusion_pipeline/
sub-01/
dwi/
sub-01_desc-wm_csd.nii.gz
sub-01_desc-wm_csd.json
sub-01_desc-gm_csd.nii.gz
sub-01_desc-gm_csd.json
sub-01_desc-csf_csd.nii.gz
sub-01_desc-csf_csd.json
sub-01_csd.json
sub-01_desc-csd_param-wm_model.nii.gz
sub-01_desc-csd_param-wm_model.json
sub-01_desc-csd_param-gm_model.nii.gz
sub-01_desc-csd_param-gm_model.json
sub-01_desc-csd_param-csf_model.nii.gz
sub-01_desc-csd_param-csf_model.json
sub-01_desc-csd_model.json
```

Dimensions of NIfTI image "`sub-01_desc-wm_csd.nii.gz`": *I*x*J*x*K*x45 ([spherical harmonics](#data-sh))
Dimensions of NIfTI image "`sub-01_desc-gm_csd.nii.gz`": *I*x*J*x*K*x1 ([spherical harmonics](#data-sh))
Dimensions of NIfTI image "`sub-01_desc-csf_csd.nii.gz`": *I*x*J*x*K*x1 ([spherical harmonics](#data-sh))
Dimensions of NIfTI image "`sub-01_desc-csd_param-wm_model.nii.gz`": *I*x*J*x*K*x45 ([spherical harmonics](#data-sh))
Dimensions of NIfTI image "`sub-01_desc-csd_param-gm_model.nii.gz`": *I*x*J*x*K*x1 ([spherical harmonics](#data-sh))
Dimensions of NIfTI image "`sub-01_desc-csd_param-csf_model.nii.gz`": *I*x*J*x*K*x1 ([spherical harmonics](#data-sh))

Contents of file "`sub-01_csd.json`" (common to all [intrinsic](#paramdef-intrinsic) model parameter images):
Contents of file "`sub-01_desc-csd_model.json`" (common to all [model parameters](#paramdef-model)):

```JSON
{
Expand All @@ -488,7 +484,7 @@ another.
}
```

Contents of JSON file "`sub-01_desc-wm_csd.json`":
Contents of JSON file "`sub-01_desc-csd_param-wm_model.json`":

```JSON
{
Expand All @@ -503,7 +499,7 @@ another.
}
```

Contents of JSON file "`sub-01_desc-gm_csd.json`":
Contents of JSON file "`sub-01_desc-csd_param_gm_model.json`":

```JSON
{
Expand All @@ -525,24 +521,27 @@ another.
my_diffusion_pipeline/
sub-01/
dwi/
sub-01_desc-mean_param-bzero_bs.nii.gz
sub-01_desc-mean_param-dmean_bs.nii.gz
sub-01_desc-mean_param-dstd_bs.nii.gz
sub-01_desc-mean_param-sticks_bs.nii.gz
sub-01_desc-mean_param-sticks_bs.json
sub-01_desc-merged_param-sticks_bs.nii.gz
sub-01_desc-merged_param-sticks_bs.json
sub-01_bs.json
sub-01_desc-bs_param-bzero_model.nii.gz
sub-01_desc-bs_param-bzero_model.json
sub-01_desc-bs_param-md_mdp.nii.gz
sub-01_desc-bs_param-md_mdp.json
sub-01_desc-bs_param-stdd_mdp.nii.gz
sub-01_desc-bs_param-stdd_mdp.json
sub-01_desc-bs_param-sticks_mdp.nii.gz
sub-01_desc-bs_param-sticks_mdp.json
sub-01_desc-bs_param-sticks_model.nii.gz
sub-01_desc-bs_param-sticks_model.json
sub-01_desc-bs_model.json
```

Dimensions of NIfTI image "`sub-01_desc-mean_param-bzero_bs.nii.gz`": *I*x*J*x*K* ([scalar](#data-scalar))
Dimensions of NIfTI image "`sub-01_desc-mean_param-dmean_bs.nii.gz`": *I*x*J*x*K* ([scalar](#data-scalar))
Dimensions of NIfTI image "`sub-01_desc-mean_param-dstd_bs.nii.gz`": *I*x*J*x*K* ([scalar](#data-scalar))
Dimensions of NIfTI image "`sub-01_desc-mean_param-sticks_bs.nii.gz`": *I*x*J*x*K*x9 ([spherical coordinates](#data-spherical), distance from origin encodes fibre volume fraction)
Dimensions of NIfTI image "`sub-01_desc-merged_param-sticks_bs.nii.gz`": *I*x*J*x*K*x9x50 ([spherical coordinates](#data-spherical), distance from origin encodes fibre volume fraction; 50 bootstrap realisations)
Dimensions of NIfTI image "`sub-01_desc-bs_param-bzero_model.nii.gz`": *I*x*J*x*K* ([scalar](#data-scalar))
Dimensions of NIfTI image "`sub-01_desc-bs_param-ms_mdp.nii.gz`": *I*x*J*x*K* ([scalar](#data-scalar))
Dimensions of NIfTI image "`sub-01_desc-bs_param-stdd_mdp.nii.gz`": *I*x*J*x*K* ([scalar](#data-scalar))
Dimensions of NIfTI image "`sub-01_desc-bs_param-sticks_mdp.nii.gz`": *I*x*J*x*K*x9 ([spherical coordinates](#data-spherical), distance from origin encodes fibre volume fraction)
Dimensions of NIfTI image "`sub-01_desc-bs_param-sticks_model.nii.gz`": *I*x*J*x*K*x9x50 ([spherical coordinates](#data-spherical), distance from origin encodes fibre volume fraction; 50 bootstrap realisations)

Contents of JSON files "`sub-01_desc-mean_param-sticks_bs.json`"
and "`sub-01_desc-merged_param-sticks_bs.json`" (contents of two
Contents of JSON files "`sub-01_desc-bs_param-sticks_mdp.json`"
and "`sub-01_desc-bs_param-sticks_model.json`" (contents of two
files are identical):

```JSON
Expand All @@ -552,7 +551,7 @@ another.
}
```

Contents of JSON file "`sub-01_bs.json`":
Contents of JSON file "`sub-01_desc-bs_model.json`":

```JSON
{
Expand Down