diff --git a/poetry.lock b/poetry.lock
index 6960fc8..0748838 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,5 +1,35 @@
 # This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
 
+[[package]]
+name = "astor"
+version = "0.8.1"
+description = "Read/rewrite/write Python ASTs"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
+files = [
+    {file = "astor-0.8.1-py2.py3-none-any.whl", hash = "sha256:070a54e890cefb5b3739d19f30f5a5ec840ffc9c50ffa7d23cc9fc1a38ebbfc5"},
+    {file = "astor-0.8.1.tar.gz", hash = "sha256:6a6effda93f4e1ce9f618779b2dd1d9d84f1e32812c23a29b3fff6fd7f63fa5e"},
+]
+
+[[package]]
+name = "attrs"
+version = "24.2.0"
+description = "Classes Without Boilerplate"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"},
+    {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"},
+]
+
+[package.extras]
+benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
+
 [[package]]
 name = "babel"
 version = "2.16.0"
@@ -14,6 +44,43 @@ files = [
 [package.extras]
 dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
 
+[[package]]
+name = "bids-validator"
+version = "1.14.7.post0"
+description = "Validator for the Brain Imaging Data Structure"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "bids_validator-1.14.7.post0-py3-none-any.whl", hash = "sha256:a1ee196eae8e5cf3b3fe9fd1985e03997e3e21a40ea3bcb494ff1e0dcec86a89"},
+    {file = "bids_validator-1.14.7.post0.tar.gz", hash = "sha256:e6005a500b75f8a961593fb67d46085107dadb116f59a5c3b524aa0697945b66"},
+]
+
+[package.dependencies]
+bidsschematools = ">=0.10"
+
+[[package]]
+name = "bidsschematools"
+version = "0.11.3.post3"
+description = "Python tools for working with the BIDS schema."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "bidsschematools-0.11.3.post3-py3-none-any.whl", hash = "sha256:37bc00f9c31c48dca0bd8bf3825f8f5026b499b22fe6c553843255b7fd8653db"},
+    {file = "bidsschematools-0.11.3.post3.tar.gz", hash = "sha256:18630d0045bf83205a76e56eccf379fbd8661d8a7e5d02701bc29005e56429f7"},
+]
+
+[package.dependencies]
+click = "*"
+jsonschema = "*"
+pyyaml = "*"
+
+[package.extras]
+all = ["codecov", "coverage[toml]", "flake8", "flake8-black", "flake8-isort", "markdown-it-py", "pandas", "pyparsing", "pytest", "pytest-cov", "sphinx (>=1.5.3)", "sphinx-rtd-theme", "tabulate"]
+doc = ["sphinx (>=1.5.3)", "sphinx-rtd-theme"]
+expressions = ["pyparsing"]
+render = ["markdown-it-py", "pandas", "tabulate"]
+tests = ["codecov", "coverage[toml]", "flake8", "flake8-black", "flake8-isort", "pytest", "pytest-cov"]
+
 [[package]]
 name = "black"
 version = "22.1.0"
@@ -302,6 +369,16 @@ tomli = {version = "*", optional = true, markers = "python_full_version <= \"3.1
 [package.extras]
 toml = ["tomli"]
 
+[[package]]
+name = "docopt"
+version = "0.6.2"
+description = "Pythonic argument parser, that will make you smile"
+optional = false
+python-versions = "*"
+files = [
+    {file = "docopt-0.6.2.tar.gz", hash = "sha256:49b3a825280bd66b3aa83585ef59c4a8c82f2c8a522dbe754a8bc8d08c85c491"},
+]
+
 [[package]]
 name = "exceptiongroup"
 version = "1.2.2"
@@ -332,6 +409,69 @@ mccabe = ">=0.6.0,<0.7.0"
 pycodestyle = ">=2.8.0,<2.9.0"
 pyflakes = ">=2.4.0,<2.5.0"
 
+[[package]]
+name = "formulaic"
+version = "0.5.2"
+description = "An implementation of Wilkinson formulas."
+optional = false
+python-versions = ">=3.7.2"
+files = [
+    {file = "formulaic-0.5.2-py3-none-any.whl", hash = "sha256:65d04b1249584504912eb64f83b47fc1e7e95b0ff3e24fb0859148e2f2f033c2"},
+    {file = "formulaic-0.5.2.tar.gz", hash = "sha256:25b1e1c8dff73f0b11c0028a6ab350222de6bbc47b316ccb770cec16189cef53"},
+]
+
+[package.dependencies]
+astor = ">=0.8"
+interface-meta = ">=1.2.0"
+numpy = ">=1.16.5"
+pandas = ">=1.0"
+scipy = ">=1.6"
+typing-extensions = ">=4.2.0"
+wrapt = ">=1.0"
+
+[package.extras]
+arrow = ["pyarrow (>=1)"]
+calculus = ["sympy (>=1.3,<1.10)"]
+
+[[package]]
+name = "fsspec"
+version = "2024.10.0"
+description = "File-system specification"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "fsspec-2024.10.0-py3-none-any.whl", hash = "sha256:03b9a6785766a4de40368b88906366755e2819e758b83705c88cd7cb5fe81871"},
+    {file = "fsspec-2024.10.0.tar.gz", hash = "sha256:eda2d8a4116d4f2429db8550f2457da57279247dd930bb12f821b58391359493"},
+]
+
+[package.extras]
+abfs = ["adlfs"]
+adl = ["adlfs"]
+arrow = ["pyarrow (>=1)"]
+dask = ["dask", "distributed"]
+dev = ["pre-commit", "ruff"]
+doc = ["numpydoc", "sphinx", "sphinx-design", "sphinx-rtd-theme", "yarl"]
+dropbox = ["dropbox", "dropboxdrivefs", "requests"]
+full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs", "smbprotocol", "tqdm"]
+fuse = ["fusepy"]
+gcs = ["gcsfs"]
+git = ["pygit2"]
+github = ["requests"]
+gs = ["gcsfs"]
+gui = ["panel"]
+hdfs = ["pyarrow (>=1)"]
+http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)"]
+libarchive = ["libarchive-c"]
+oci = ["ocifs"]
+s3 = ["s3fs"]
+sftp = ["paramiko"]
+smb = ["smbprotocol"]
+ssh = ["paramiko"]
+test = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "numpy", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "requests"]
+test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask-expr", "dask[dataframe,test]", "moto[server] (>4,<5)", "pytest-timeout", "xarray"]
+test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"]
+tqdm = ["tqdm"]
+
 [[package]]
 name = "ghp-import"
 version = "2.1.0"
@@ -349,6 +489,92 @@ python-dateutil = ">=2.8.1"
 [package.extras]
 dev = ["flake8", "markdown", "twine", "wheel"]
 
+[[package]]
+name = "greenlet"
+version = "3.1.1"
+description = "Lightweight in-process concurrent programming"
+optional = false
+python-versions = ">=3.7"
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+
+[package.extras]
+docs = ["Sphinx", "furo"]
+test = ["objgraph", "psutil"]
+
 [[package]]
 name = "griffe"
 version = "1.5.1"
@@ -400,6 +626,28 @@ perf = ["ipython"]
 test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
 type = ["pytest-mypy"]
 
+[[package]]
+name = "importlib-resources"
+version = "6.4.5"
+description = "Read resources from Python packages"
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[package.dependencies]
+zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
+
+[package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["jaraco.test (>=5.4)", "pytest (>=6,!=8.1.*)", "zipp (>=3.17)"]
+type = ["pytest-mypy"]
+
 [[package]]
 name = "iniconfig"
 version = "2.0.0"
@@ -411,6 +659,17 @@ files = [
     {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
 ]
 
+[[package]]
+name = "interface-meta"
+version = "1.3.0"
+description = "`interface_meta` provides a convenient way to expose an extensible API with enforced method signatures and consistent documentation."
+optional = false
+python-versions = ">=3.7,<4.0"
+files = [
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+]
+
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 name = "isort"
 version = "5.13.2"
@@ -442,6 +701,41 @@ MarkupSafe = ">=2.0"
 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
+[[package]]
+name = "jsonschema"
+version = "4.23.0"
+description = "An implementation of JSON Schema validation for Python"
+optional = false
+python-versions = ">=3.8"
+files = [
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+jsonschema-specifications = ">=2023.03.6"
+referencing = ">=0.28.4"
+rpds-py = ">=0.7.1"
+
+[package.extras]
+format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=24.6.0)"]
+
+[[package]]
+name = "jsonschema-specifications"
+version = "2024.10.1"
+description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
+optional = false
+python-versions = ">=3.9"
+files = [
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+]
+
+[package.dependencies]
+referencing = ">=0.31.0"
+
 [[package]]
 name = "markdown"
 version = "3.7"
@@ -757,6 +1051,51 @@ files = [
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 ]
 
+[[package]]
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+description = "Access a multitude of neuroimaging data formats"
+optional = false
+python-versions = ">=3.9"
+files = [
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+numpy = ">=1.22"
+packaging = ">=20"
+typing-extensions = {version = ">=4.6", markers = "python_version < \"3.13\""}
+
+[package.extras]
+all = ["h5py", "pillow", "pydicom (>=2.3)", "pyzstd (>=0.14.3)", "scipy"]
+dev = ["tox"]
+dicom = ["pydicom (>=2.3)"]
+dicomfs = ["pillow", "pydicom (>=2.3)"]
+doc = ["matplotlib (>=3.5)", "numpydoc", "sphinx", "texext", "tomli"]
+doctest = ["tox"]
+minc2 = ["h5py"]
+spm = ["scipy"]
+style = ["tox"]
+test = ["coverage (>=7.2)", "pytest", "pytest-cov", "pytest-doctestplus", "pytest-httpserver", "pytest-xdist"]
+typing = ["tox"]
+zstd = ["pyzstd (>=0.14.3)"]
+
+[[package]]
+name = "num2words"
+version = "0.5.13"
+description = "Modules to convert numbers to words. Easily extensible."
+optional = false
+python-versions = "*"
+files = [
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+
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+
 [[package]]
 name = "numpy"
 version = "1.26.4"
@@ -828,6 +1167,92 @@ files = [
 dev = ["pytest", "tox"]
 lint = ["black"]
 
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+mssql-pyodbc = ["pyodbc"]
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+mysql-connector = ["mysql-connector-python"]
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+postgresql-psycopgbinary = ["psycopg[binary] (>=3.0.7)"]
+pymysql = ["pymysql"]
+sqlcipher = ["sqlcipher3_binary"]
+
 [[package]]
 name = "taskipy"
 version = "1.13.0"
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+
+[package.extras]
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+
 [[package]]
 name = "urllib3"
 version = "2.2.3"
@@ -1405,6 +2113,80 @@ files = [
 [package.extras]
 watchmedo = ["PyYAML (>=3.10)"]
 
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+]
+
 [[package]]
 name = "zipp"
 version = "3.20.2"
@@ -1427,4 +2209,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "54b6c58546d7379f8554de6e1f4e794fd6cb82a92bfb6fdb8001a1efd023ee29"
+content-hash = "c1498d62a0f610d850361750eadf9b11d296d3b96d7a36f263fa65e7cac72092"
diff --git a/pyproject.toml b/pyproject.toml
index 07cd2af..fe9757a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -29,6 +29,7 @@ SimpleITK = "^2.4.0"
 numpy = "^1.22.4"
 rich = "^13.8.1"
 scipy = "^1.13.1"
+pybids = "^0.17.2"
 
 
 [tool.poetry.group.dev.dependencies]