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+      - pypi: git+https://github.com/AIM-Harvard/pyradiomics.git#8ed579383b44806651c463d5e691f3b2b57522ab
       - pypi: https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl
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-      - pypi: https://files.pythonhosted.org/packages/32/fa/f537d03512335d6f9ba4e1678679a845bc2e73c9d9c1ddbe666909e10c14/pyradiomics_bhklab-3.1.4.tar.gz
+      - pypi: git+https://github.com/AIM-Harvard/pyradiomics.git#8ed579383b44806651c463d5e691f3b2b57522ab
       - pypi: https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/1e/18/98a99ad95133c6a6e2005fe89faedf294a748bd5dc803008059409ac9b1e/python_dotenv-1.1.0-py3-none-any.whl
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@@ -3448,7 +3448,7 @@ environments:
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-      - pypi: https://files.pythonhosted.org/packages/32/fa/f537d03512335d6f9ba4e1678679a845bc2e73c9d9c1ddbe666909e10c14/pyradiomics_bhklab-3.1.4.tar.gz
+      - pypi: git+https://github.com/AIM-Harvard/pyradiomics.git#8ed579383b44806651c463d5e691f3b2b57522ab
       - pypi: https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl
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@@ -3537,7 +3537,7 @@ environments:
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-      - pypi: https://files.pythonhosted.org/packages/32/fa/f537d03512335d6f9ba4e1678679a845bc2e73c9d9c1ddbe666909e10c14/pyradiomics_bhklab-3.1.4.tar.gz
+      - pypi: git+https://github.com/AIM-Harvard/pyradiomics.git#8ed579383b44806651c463d5e691f3b2b57522ab
       - pypi: https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl
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@@ -10680,19 +10680,31 @@ packages:
   - pkg:pypi/pyparsing?source=hash-mapping
   size: 95988
   timestamp: 1743089832359
-- pypi: https://files.pythonhosted.org/packages/32/fa/f537d03512335d6f9ba4e1678679a845bc2e73c9d9c1ddbe666909e10c14/pyradiomics_bhklab-3.1.4.tar.gz
-  name: pyradiomics-bhklab
-  version: 3.1.4
-  sha256: a44a087efc4ede91b5dfa5cf0de58ea3596bfaec1ef2484f278504b0a8fd5ffb
+- pypi: git+https://github.com/AIM-Harvard/pyradiomics.git#8ed579383b44806651c463d5e691f3b2b57522ab
+  name: pyradiomics
+  version: 3.1.1.dev111+g8ed579383
   requires_dist:
-  - numpy
-  - simpleitk
-  - pywavelets
-  - pykwalify
-  - six
-  - auditwheel>=6.1.0,<7 ; extra == 'build'
-  - twine>=5.1.1,<6 ; extra == 'build'
-  requires_python: '>=3.5'
+  - numpy>=2.0
+  - simpleitk>=2.4.0
+  - pywavelets>=1.6.0
+  - pykwalify>=1.6.0
+  - pytest>=6 ; extra == 'test'
+  - pytest-cov>=3 ; extra == 'test'
+  - coverage>=7.8.0 ; extra == 'test'
+  - pre-commit>=4.2.0 ; extra == 'dev'
+  - pytest>=6 ; extra == 'dev'
+  - pytest-cov>=3 ; extra == 'dev'
+  - coverage>=7.8.0 ; extra == 'dev'
+  - sphinx>=7.0 ; extra == 'docs'
+  - myst-parser>=0.13 ; extra == 'docs'
+  - sphinx-pyproject ; extra == 'docs'
+  - sphinx-rtd-theme ; extra == 'docs'
+  - sphinx-copybutton ; extra == 'docs'
+  - sphinx-autodoc-typehints ; extra == 'docs'
+  - furo>=2023.8.17 ; extra == 'docs'
+  - pandas ; extra == 'docs'
+  - pydicom ; extra == 'docs'
+  requires_python: '>=3.9'
 - conda: https://conda.anaconda.org/conda-forge/noarch/pysocks-1.7.1-pyh09c184e_7.conda
   sha256: d016e04b0e12063fbee4a2d5fbb9b39a8d191b5a0042f0b8459188aedeabb0ca
   md5: e2fd202833c4a981ce8a65974fe4abd1
@@ -11519,14 +11531,13 @@ packages:
   timestamp: 1743831815399
 - pypi: ./
   name: readii
-  version: 1.36.2
-  sha256: 7b2e741f1c366023ed4a3961deb051446c365c040f055d419f05c2f028666e55
+  version: 1.37.0
+  sha256: d944d622d8e0d6fa5eeeb4768237f7a090668cb6892ac68d9603a6da2febd502
   requires_dist:
   - simpleitk>=2.3.1
   - matplotlib>=3.9.2,<4
   - med-imagetools>=2
   - pydicom>=2.3.1
-  - pyradiomics-bhklab>=3.1.4,<4
   - orcestra-downloader>=0.9.0,<1
   - numpy>=2.2.5,<3
   - seaborn>=0.13.2,<0.14
diff --git a/pyproject.toml b/pyproject.toml
index e4a75f9..2a1223e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -11,11 +11,12 @@ dependencies = [
   "matplotlib>=3.9.2,<4",
   "med-imagetools>=2",
   "pydicom>=2.3.1",
-  "pyradiomics-bhklab>=3.1.4,<4",
+  # "pyradiomics-bhklab>=3.1.4,<4",
   "orcestra-downloader>=0.9.0,<1",
   "numpy>=2.2.5,<3",
   "seaborn>=0.13.2,<0.14",
-  "pandas>=2.2.3,<3", 
+  "pandas>=2.2.3,<3",
+
 ]
 requires-python = ">=3.10, <3.13"
 
@@ -41,6 +42,7 @@ platforms = ["linux-64", "osx-arm64", "osx-64", "win-64"]
 
 [tool.pixi.pypi-dependencies]
 readii = { path = ".", editable = true }
+pyradiomics = { git = "https://github.com/AIM-Harvard/pyradiomics.git" }
 
 [tool.pixi.environments]
 dev = { features = ["test", "style", "docs", "dev"], solve-group = "default" }