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+42,6 @@ Proposed dMRI pre-processing workflow Current list of contributors to dMRIPrep ``` +### References + [^veraart2019]: Image Processing: Possible Guidelines for Standardization & Clinical Applications. https://www.ismrm.org/19/program_files/MIS15.htm diff --git a/docs/nipreps/nipreps.md b/docs/nipreps/nipreps.md index dab23df..e4e2a88 100644 --- a/docs/nipreps/nipreps.md +++ b/docs/nipreps/nipreps.md @@ -69,7 +69,6 @@ They can be organized into 3 layers: ```{figure} ../images/nipreps-chart.png :name: nipreps_chart - ``` ## NiPreps driving principles @@ -96,7 +95,6 @@ This modularity in the code allows each step to be thoroughly tested. Some examp Checks whether a function or class method behaves as expected. ![unittest](../images/unittest.png) - ``` ```{tabbed} doctest @@ -105,7 +103,6 @@ Also checks whether code behaves as expected and serves as an example for how to ![doctest1](../images/doctest1.png) ![doctest2](../images/doctest2.png) - ``` ```{tabbed} integration test @@ -113,14 +110,12 @@ Checks the behaviour of a system (multiple pieces of code). Can also be used to determine whether the system is behaving suboptimally. ![integration_test](../images/integration_test.png) - ``` ```{tabbed} build test Checks that code or software environment can be compiled and deployed. ![build_test](../images/build_test.png) - ``` ### 2. Easy to use @@ -137,7 +132,6 @@ Thanks to limiting the input dataset to BIDS, manual parameter input is reduced ```{figure} ../images/dwi_reportlet.gif :name: reportlet - ``` *NiPreps* are also community-driven. diff --git a/docs/opensource/community_development.md b/docs/opensource/community_development.md index 5254452..2112a5f 100644 --- a/docs/opensource/community_development.md +++ b/docs/opensource/community_development.md @@ -7,7 +7,8 @@ ``` All *NiPreps* are open to community feedback and contributions. -Contributing to seemingly big projects can feel scary at first. This lesson will help orient you to how an example *NiPreps* project is organized and how to begin making a contribution. +Contributing to seemingly big projects can feel scary at first. +This lesson will help orient you to how an example *NiPreps* project is organized and how to begin making a contribution. ## Getting started with GitHub @@ -79,9 +80,17 @@ Once you get the 👍 from the project maintainers, you are ready to begin your ## Plan ahead +It's important to start off by defining the problem. +Have a clear aim for what you want your contribution to achieve. +While you are making changes, you might discover certain ideas that hadn't come to mind before. +However, it's important to stay on target and keep your contribution easily digestible. + ## Making a change -https://nipreps.org/community/CONTRIBUTING/#making-a-change +From here, continue following the [Making a change secion](https://nipreps.org/community/CONTRIBUTING/#making-a-change) of the contributing guidelines. +This section goes into more detail on how to create a local copy of a GitHub project and use version control to keep track of your changes. + +You can find a brief summary below: Make sure your git credentials are configured. diff --git a/docs/tutorial/data.md b/docs/tutorial/data.md index 6bc21ac..724b340 100644 --- a/docs/tutorial/data.md +++ b/docs/tutorial/data.md @@ -18,7 +18,6 @@ kernelspec: import warnings warnings.filterwarnings("ignore") - ``` Diffusion imaging probes the random, microscopic movement of water molecules by using MRI sequences that are sensitive to the geometry and environmental organization surrounding these protons. @@ -55,7 +54,6 @@ In the example code below, we've created a class with the name `DWI`. To simplify class creation, we've also used the magic of a Python library called [`attrs`](https://www.attrs.org/en/stable/). ```{code-cell} python - """Representing data in hard-disk and memory.""" import attr @@ -86,7 +84,6 @@ class DWI: def __len__(self): """Obtain the number of high-*b* orientations.""" return self.gradients.shape[-1] - ``` This code implements several *attributes* as well as a *behavior* - the `__len__` *method*. @@ -95,7 +92,6 @@ The `__len__` method is special in Python, as it will be executed when we call t Let's test out the `DWI` data structure with some *simulated* data: ```{code-cell} python - # NumPy is a fundamental Python library for working with arrays import numpy as np @@ -104,7 +100,6 @@ dmri_dataset = DWI(gradients=np.random.normal(size=(4, 64))) # call Python's built-in len() function print(len(dmri_dataset)) - ``` The output of this `print()` statement is telling us that this (simulated) dataset has 64 diffusion-weighted samples. @@ -118,14 +113,12 @@ Please note that the file has been minimized by zeroing all but two diffusion-we Let's get some insights from it: ```{code-cell} python - # import the class from the library from eddymotion.dmri import DWI # load the sample file dmri_dataset = DWI.from_filename("../../data/dwi.h5") print(len(dmri_dataset)) - ``` In this case, the dataset is reporting to have 102 diffusion-weighted samples. @@ -134,9 +127,7 @@ Python will automatically generate a summary of this object if we just type the This pretty-printing of the object informs us about the data and metadata that, together, compose this particular DWI dataset: ```{code-cell} python - dmri_dataset - ``` We'll go over some of the components of `dmri_dataset` through this lesson. @@ -147,9 +138,7 @@ Let's start out by seeing what the data looks like. The fully-fledged `DWI` object has a convenience function to plot the dataset: ```{code-cell} python - -dmri_dataset.plot_mosaic() - +dmri_dataset.plot_mosaic(); ``` When calling `plot_mosaic()` without any arguments, the *b=0* reference is plotted. @@ -167,17 +156,13 @@ Try calling `plot_mosaic` with an index of 10 or 100. ```{code-cell} python :tags: [hide-cell] -dmri_dataset.plot_mosaic(index=10, vmax=5000) - +dmri_dataset.plot_mosaic(index=10, vmax=5000); ``` -or: - ```{code-cell} python :tags: [hide-cell] -dmri_dataset.plot_mosaic(index=100, vmax=5000) - +dmri_dataset.plot_mosaic(index=100, vmax=5000); ``` Diffusion that exhibits directionality in the same direction as the gradient results in a loss of signal. @@ -192,7 +177,7 @@ Stronger gradients yield diffusion maps with substantially lower SNR (signal-to- Our `DWI` object stores the gradient information in the `gradients` attribute. ```{admonition} Exercise -Let's see the shape of the gradient information +Let's see the shape of the gradient information. ``` **Solution** @@ -201,7 +186,6 @@ Let's see the shape of the gradient information :tags: [hide-cell] dmri_dataset.gradients.shape - ``` We get a $4\times102$ -- three spatial coordinates ($b_x$, $b_y$, $b_z$) of the unit-norm "*b-vector*", plus the gradient sensitization magnitude (the "*b-value*"), with a total of 102 different orientations for the case at hand. @@ -217,7 +201,6 @@ Remember to transpose (`.T`) the array. :tags: [hide-cell] print(dmri_dataset.gradients.T) - ``` Later, we'll refer to this array as the gradient table. @@ -249,7 +232,6 @@ In this case, the splitting strategy is a simple leave-one-out. Because one "*datapoint*" in our DWI dataset corresponds to one gradient, we will refer to this partitioning of the dataset as *leave-one-gradient-out (LOGO)*: ```{code-cell} python - def logo_split(self, index, with_b0=False): """ Produce one fold of LOGO (leave-one-gradient-out). @@ -297,18 +279,15 @@ def logo_split(self, index, with_b0=False): (train_data, train_gradients), (dwframe, bframe), ) - ``` This function is contained in the `DWI` class shown earlier and will allow us to easily partition the dataset as follows: ```{code-cell} python - from eddymotion.viz import plot_dwi data_train, data_test = dmri_dataset.logo_split(10) -plot_dwi(data_test[0], dmri_dataset.affine, gradient=data_test[1]) - +plot_dwi(data_test[0], dmri_dataset.affine, gradient=data_test[1]); ``` `data_train` is a tuple containing all diffusion-weighted volumes and the corresponding gradient table, excluding the left-out, which is stored in `data_test` (the 11th gradient indexed by `10`, in this example). diff --git a/docs/tutorial/intro.md b/docs/tutorial/intro.md index 0a73eea..c8829f4 100644 --- a/docs/tutorial/intro.md +++ b/docs/tutorial/intro.md @@ -20,7 +20,7 @@ While we can address the misalignment, it is really problematic to overcome the ## Objective: Implement a head-motion estimation code This tutorial focuses on the misalignment problem. -We will build from existing software (Dipy for diffusion modeling and ANTs for image registration), as well as commonplace Python libraries (NumPy), a software framework for head-motion estimation in diffusion MRI data. +We will build from existing software (DIPY for diffusion modeling and ANTs for image registration), as well as commonplace Python libraries (NumPy), a software framework for head-motion estimation in diffusion MRI data. The algorithmic and theoretical foundations of the method are based on an idea first proposed by [Ben-Amitay et al.](https://pubmed.ncbi.nlm.nih.gov/22183784/) and later implemented in *QSIPREP* (see this [OHBM 2019 poster](https://github.com/mattcieslak/ohbm_shoreline/blob/master/cieslakOHBM2019.pdf)). The idea works as follows: @@ -68,8 +68,8 @@ pointed at by the variable `data`, and assuming we have a list of rigid-body tra a potential API would have a `.fit()` and `.predict()` members which run the algorithm (the former) and generate an EM-corrected DWI (the latter): -```Python -from emc import EddyMotionEstimator +```python +from eddymotion import EddyMotionEstimator estimator = EddyMotionEstimator() estimator.fit(data, model="DTI") diff --git a/docs/tutorial/models.md b/docs/tutorial/models.md index bc1b2fc..1dbdc58 100644 --- a/docs/tutorial/models.md +++ b/docs/tutorial/models.md @@ -43,7 +43,6 @@ This model will allow to easily test the overall integration of the different co Also, this model will allow a very straightforward implementation of registration to the *b=0* reference, which is commonly used to initialize the head-motion estimation parameters. ```{code-cell} python - class TrivialB0Model: """ A trivial model that returns a *b=0* map always. @@ -70,15 +69,14 @@ class TrivialB0Model: def predict(self, gradient, **kwargs): """Return the *b=0* map.""" return self._S0 - ``` - The model can easily be initialized as follows (assuming we still have our dataset loaded): + ```{code-cell} python model = TrivialB0Model( - dmri_dataset.gradients, - S0=dmri_dataset.bzero, + dmri_dataset.gradients, + S0=dmri_dataset.bzero, ) ``` @@ -97,14 +95,16 @@ plot_dwi(predicted, dmri_dataset.affine, gradient=data_test[1]); ``` As expected, the *b=0* doesn't look very much like the particular left-out direction, but it is a start! + ```{code-cell} python plot_dwi(data_test[0], dmri_dataset.affine, gradient=data_test[1]); ``` ## Implementing a *regression to the mean* model -### Exercise -**Exercise**: Extend the `TrivialB0Model` to produce an average of *all other* diffusion directions, instead of the *b=0*. +```{admonition} Exercise +Extend the `TrivialB0Model` to produce an average of *all other* diffusion directions, instead of the *b=0*. +``` ```{code-cell} python class AverageDWModel: @@ -126,6 +126,7 @@ class AverageDWModel: ``` **Solution** + ```{code-cell} python :tags: [hide-cell] @@ -147,9 +148,12 @@ class AverageDWModel: return self._data ``` -### Exercise -**Exercise**: Use the new `AverageDWModel` you just created. +```{admonition} Exercise + Use the new `AverageDWModel` you just created. +``` + **Solution** + ```{code-cell} python :tags: [hide-cell] @@ -169,6 +173,7 @@ We will use the wrap around DIPY's implementation that we distribute with `eddym ```{code-cell} python :tags: [remove-cell] + from tempfile import mkstemp from pathlib import Path import requests @@ -188,6 +193,7 @@ data_train, data_test = dmri_dataset.logo_split(88, with_b0=True) ``` ### The model factory + To permit flexibility in selecting models, the `eddymotion` package offers a `ModelFactory` that implements the *facade design pattern*. This means that `ModelFactory` makes it easier for the user to switch between models: @@ -213,18 +219,23 @@ predicted = model.predict(data_test[1]) ``` Now, the predicted map for the particular ***b*** gradient looks much closer to the original: + ```{code-cell} python plot_dwi(predicted, dmri_dataset.affine, gradient=data_test[1], black_bg=True); ``` Here's the original DW map, for reference: + ```{code-cell} python plot_dwi(data_test[0], dmri_dataset.affine, gradient=data_test[1]); ``` -### Exercise +```{admonition} Exercise +Use the `ModelFactory` to initialize a `"DKI"` (diffusion Kurtosis imaging) model. +``` + +**Solution** -**Exercise**: Use the `ModelFactory` to initialize a `"DKI"` (diffusion Kurtosis imaging) model ```{code-cell} python :tags: [hide-cell] diff --git a/docs/tutorial/registration.md b/docs/tutorial/registration.md index 13ed618..6bbccc8 100644 --- a/docs/tutorial/registration.md +++ b/docs/tutorial/registration.md @@ -13,6 +13,7 @@ This means that, brain sulci and gyri, the ventricles, subcortical structures, e That allows, for instance, for **image fusion**, and hence screening both images together (for example, applying some transparency to the one on top) should not give us the perception that they *are not aligned*. ## ANTs - Advanced Normalization ToolS + The [ANTs toolbox](http://stnava.github.io/ANTs/) is widely recognized as a powerful image registration (and *normalization*, which is registration to some standard space) framework. The output of an image registration process is the *estimated transform* that brings the information in the two images into alignment. @@ -23,11 +24,11 @@ Only very recently, [ANTs offers a Python interface](https://doi.org/10.1101/202 For this reason, we will use the very much consolidated [*Nipype* wrapping of the ANTs' command-line interface](https://nipype.readthedocs.io/en/latest/api/generated/nipype.interfaces.ants.html#registration). The code is *almost* as simple as follows: -```Python +```python from nipype.interfaces.ants import Registration registration_framework = Registration( - fixed_image="reference.nii.gz", + fixed_image="reference.nii.gz", moving_image="left-out-gradient.nii.gz", from_file="settings-file.json" ) @@ -81,6 +82,7 @@ The most relevant piece of settings to highlight is the `"transforms"` key, wher It is beyond the scope of this tutorial to understand ANTs and/or image registration altogether. ## Resampling an image + Once we have estimated what is the *transform* that brings two images into alignment, we can *bring* the data in the *moving* image and *move this image* into the *reference*'s grid through *resampling*. The process works as follows: @@ -91,7 +93,8 @@ The process works as follows: We will be using *NiTransforms* to *apply* these transforms we estimate with ANTs -- effectively *resampling* moving images into their reference's grid. To read a transform produced by ANTs with *NiTransforms*, we use the following piece of code: -```Python + +```python import nitransforms as nt xform = nt.io.itk.ITKLinearTransform.from_filename("ants-generated-rigid-xform.mat") @@ -99,7 +102,7 @@ xform = nt.io.itk.ITKLinearTransform.from_filename("ants-generated-rigid-xform.m Resampling an image requires two pieces of information: the *reference* image (which provides the new grid where we want to have the data) and the *moving* image which contains the actual data we are interested in: -```Python +```python xform.reference = "reference-image.nii.gz" resampled = xform.apply("moving-image.nii.gz") ``` diff --git a/docs/tutorial/solution.md b/docs/tutorial/solution.md index a6ab4eb..576784d 100644 --- a/docs/tutorial/solution.md +++ b/docs/tutorial/solution.md @@ -14,6 +14,7 @@ kernelspec: ```{code-cell} python :tags: [remove-cell] + from tempfile import mkstemp from pathlib import Path import requests @@ -37,7 +38,7 @@ Once we have finalized the main components of the solution, it is time for integ We now want to iterate over all the *LOGO* partitions of the dataset, generate a synthetic reference through the model of choice, and finally estimate the misalignment between the left-out gradient and the synthetic reference. This solution, must also abide by the API we have envisioned. -```Python +```python class EddyMotionEstimator: """Estimates rigid-body head-motion and distortions derived from eddy-currents.""" @@ -52,9 +53,9 @@ class EddyMotionEstimator: ): r""" Estimate head-motion and Eddy currents. - + - + """ align_kwargs = align_kwargs or {} @@ -74,7 +75,7 @@ class EddyMotionEstimator: dwmodel = ... # fit the model - + # generate a synthetic dw volume for the test gradient predicted = ... @@ -108,6 +109,7 @@ class EddyMotionEstimator: ``` **Solution** + ```{code-cell} python :tags: [hide-cell] @@ -125,7 +127,7 @@ class EddyMotionEstimator: ): r""" Estimate head-motion and Eddy currents. - + Parameters ---------- dwdata : :obj:`~eddymotion.dmri.DWI` @@ -142,13 +144,13 @@ class EddyMotionEstimator: corresponding to each gradient map. See :obj:`~eddymotion.model.ModelFactory` for allowed models (and corresponding keywords). - + Return ------ affines : :obj:`list` of :obj:`numpy.ndarray` A list of :math:`4 \times 4` affine matrices encoding the estimated parameters of the deformations caused by head-motion and eddy-currents. - + """ align_kwargs = align_kwargs or {} @@ -205,19 +207,21 @@ class EddyMotionEstimator: The above code allows us to use our estimator as follows: -```Python +```python from eddymotion.estimator import EddyMotionEstimator estimated_affines = EddyMotionEstimator.fit(dmri_dataset, model="b0") ``` ## What's next? - Testing! + Once we have our first implementation functional, we should think of some unit-tests for our code. **Exercise**: write a unit test for the `TrivialB0Model`. This test would just make sure that, regardless of the particular partition of the input dataset, a *b=0* map is always returned. **Solution**: in this solution, we are using `pytest` to integrate the test into a higher-level test suite. + ```{code-cell} python :tags: [hide-cell] @@ -226,16 +230,15 @@ import pytest @pytest.mark.parametrize("split_index", list(range(30))) def test_TrivialB0Model(split_index, dmri_dataset): - model = TrivialB0Model( - dmri_dataset.gradients, - S0=dmri_dataset.bzero, - ) - data_train, data_test = dmri_dataset.logo_split(split_index) - model.fit(data_train[0]) - predicted = model.predict(data_test[1]) - - assert np.all(dmri_dataset.bzero == predicted) + model = TrivialB0Model( + dmri_dataset.gradients, + S0=dmri_dataset.bzero, + ) + data_train, data_test = dmri_dataset.logo_split(split_index) + model.fit(data_train[0]) + predicted = model.predict(data_test[1]) + assert np.all(dmri_dataset.bzero == predicted) ``` ## And after testing? - Validation! @@ -245,10 +248,10 @@ Only after we have both steps secure, we can run benchmarks and evaluations from The main strategy to validate this software would entail finding/acquiring a special dataset where motion is not present or extremely low, in which we *introduce* a known head-motion pattern with which we are going to challenge our estimator. Some ideas to achieve this are: -* a dataset acquired with special sequences that can do prospective motion correction, or -* a dataset that has been acquired under very controlled settings, with an extremely collaborative participant who was also wearing a personalized mold, or -* a fully synthetic dataset such as the Fiber Box, or -* a fully synthetic dataset containing a repeated *b=0* image (this evaluation would be limited to work with the `TrivialB0Model`, for instance). -***Please head to [the GitHub repository](https://github.com/nipreps/EddyMotionCorrection) and share your ideas with us! We are welcoming new contributors!*** +- a dataset acquired with special sequences that can do prospective motion correction, or +- a dataset that has been acquired under very controlled settings, with an extremely collaborative participant who was also wearing a personalized mold, or +- a fully synthetic dataset such as the Fiber Box, or +- a fully synthetic dataset containing a repeated *b=0* image (this evaluation would be limited to work with the `TrivialB0Model`, for instance). +***Please head to [the GitHub repository](https://github.com/nipreps/EddyMotionCorrection) and share your ideas with us! We are welcoming new contributors!*** From 3260387dd5950534dfdf63b8f6fff4b35c5d0e25 Mon Sep 17 00:00:00 2001 From: Michael Joseph Date: Mon, 12 Apr 2021 07:27:57 -0400 Subject: [PATCH 2/4] dismiss warnings and add myst yaml --- docs/tutorial/models.md | 8 ++++++++ docs/tutorial/registration.md | 20 ++++++++++++++++++++ docs/tutorial/solution.md | 6 +++++- 3 files changed, 33 insertions(+), 1 deletion(-) diff --git a/docs/tutorial/models.md b/docs/tutorial/models.md index 1dbdc58..ce9603c 100644 --- a/docs/tutorial/models.md +++ b/docs/tutorial/models.md @@ -12,6 +12,14 @@ kernelspec: # Diffusion modeling +```{code-cell} python +:tags: [hide-cell] + +import warnings + +warnings.filterwarnings("ignore") +``` + The proposed method requires inferring a motion-less, reference DW map for a given diffusion orientation for which we want to estimate the misalignment. Inference of the reference map is achieved by first fitting some diffusion model (which we will draw from [DIPY](https://dipy.org)) using all data, except the particular DW map that is to be aligned. This data splitting scheme was introduced in the previous section, in [](data.md#the-logo-leave-one-gradient-out-splitter). diff --git a/docs/tutorial/registration.md b/docs/tutorial/registration.md index 6bbccc8..c6404ee 100644 --- a/docs/tutorial/registration.md +++ b/docs/tutorial/registration.md @@ -1,5 +1,25 @@ +--- +jupytext: + formats: md:myst + text_representation: + extension: .md + format_name: myst +kernelspec: + display_name: Python 3 + language: python + name: python3 +--- + # Image registration (spatial alignment) +```{code-cell} python +:tags: [hide-cell] + +import warnings + +warnings.filterwarnings("ignore") +``` + At this point of the tutorial we have covered two of the three initial requirements: * we have a powerful data structure to access our dMRI dataset with agility, and diff --git a/docs/tutorial/solution.md b/docs/tutorial/solution.md index 576784d..bc2aac2 100644 --- a/docs/tutorial/solution.md +++ b/docs/tutorial/solution.md @@ -13,7 +13,11 @@ kernelspec: # Putting everything together ```{code-cell} python -:tags: [remove-cell] +:tags: [hide-cell] + +import warnings + +warnings.filterwarnings("ignore") from tempfile import mkstemp from pathlib import Path From bc2785f49066c3f3d0a01832821408900640986f Mon Sep 17 00:00:00 2001 From: Michael Joseph Date: Mon, 12 Apr 2021 08:04:10 -0400 Subject: [PATCH 3/4] use nipreps container --- docs/preparation/step0.md | 2 +- docs/tutorial/data.md | 4 ++++ 2 files changed, 5 insertions(+), 1 deletion(-) diff --git a/docs/preparation/step0.md b/docs/preparation/step0.md index b402705..53f7f08 100644 --- a/docs/preparation/step0.md +++ b/docs/preparation/step0.md @@ -58,7 +58,7 @@ If you have a working Docker installation and would like to use the workshop's D ```bash -docker run --rm -p 9999:8888 -e JUPYTER_ENABLE_LAB=yes josephmje/nipreps-book:latest +docker run --rm -p 9999:8888 -e JUPYTER_ENABLE_LAB=yes nipreps/nipreps-book:latest ``` diff --git a/docs/tutorial/data.md b/docs/tutorial/data.md index 724b340..47d98ed 100644 --- a/docs/tutorial/data.md +++ b/docs/tutorial/data.md @@ -297,6 +297,8 @@ plot_dwi(data_test[0], dmri_dataset.affine, gradient=data_test[1]); Try printing the shapes of elements in the `data_train` tuple. ``` +**Solution** + ```{code-cell} python :tags: [hide-cell] @@ -308,6 +310,8 @@ print(f"data_train[1] is a gradient table and has {data_train[1].shape} dimensio Likewise for the left-out gradient, try printing the shapes of elements in the `data_test` tuple. ``` +**Solution** + ```{code-cell} python :tags: [hide-cell] From 5f4da44a5d9abc2a233a8b24bd223b38ffa3c912 Mon Sep 17 00:00:00 2001 From: Michael Joseph Date: Mon, 12 Apr 2021 08:14:09 -0400 Subject: [PATCH 4/4] attention to reload dataset --- docs/tutorial/models.md | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/docs/tutorial/models.md b/docs/tutorial/models.md index ce9603c..20f1623 100644 --- a/docs/tutorial/models.md +++ b/docs/tutorial/models.md @@ -31,9 +31,12 @@ All models are required to offer the same API (application programmer interface) 3. A `predict(gradient_table)` method, which only requires a `GradientTable` as input. This method produces a prediction of the signal for every voxel in every direction represented in the input `gradient_table`. -```{code-cell} python -:tags: [hide-cell] +```{attention} +By default, the code running in each Jupyter notebook is its own process. +We must reload the dataset again to use it in this notebook. +``` +```{code-cell} python from eddymotion.dmri import DWI from eddymotion.viz import plot_dwi dmri_dataset = DWI.from_filename("../../data/dwi.h5")