diff --git a/requirements/linux/all-requirements.txt b/requirements/linux/all-requirements.txt
index e2ebc6e0..fdc23ab9 100644
--- a/requirements/linux/all-requirements.txt
+++ b/requirements/linux/all-requirements.txt
@@ -113,7 +113,7 @@ matplotlib==3.9.2
 mdurl==0.1.2
 mlflow==2.16.2
 mlflow-skinny==2.16.2
-monai-weekly==1.4.dev2439
+monai==1.3.2
 mpmath==1.3.0
 msgpack==1.1.0
 multidict==6.1.0
diff --git a/requirements/linux/docs-requirements.txt b/requirements/linux/docs-requirements.txt
index 8580c08e..83f7fd20 100644
--- a/requirements/linux/docs-requirements.txt
+++ b/requirements/linux/docs-requirements.txt
@@ -111,7 +111,7 @@ mdurl==0.1.2
 mistune==0.8.4
 mlflow==2.16.2
 mlflow-skinny==2.16.2
-monai-weekly==1.4.dev2439
+monai==1.3.2
 mpmath==1.3.0
 msgpack==1.1.0
 multidict==6.1.0
diff --git a/requirements/linux/equiv-requirements.txt b/requirements/linux/equiv-requirements.txt
index 415dc62d..09b9c48e 100644
--- a/requirements/linux/equiv-requirements.txt
+++ b/requirements/linux/equiv-requirements.txt
@@ -107,7 +107,7 @@ matplotlib==3.9.2
 mdurl==0.1.2
 mlflow==2.16.2
 mlflow-skinny==2.16.2
-monai-weekly==1.4.dev2439
+monai==1.3.2
 mpmath==1.3.0
 msgpack==1.1.0
 multidict==6.1.0
diff --git a/requirements/linux/pdm.lock b/requirements/linux/pdm.lock
index c76f58c1..ceec7bbf 100644
--- a/requirements/linux/pdm.lock
+++ b/requirements/linux/pdm.lock
@@ -5,7 +5,7 @@
 groups = ["default", "all", "docs", "equiv", "pcloud", "s3", "spharm", "test", "torchserve"]
 strategy = ["inherit_metadata"]
 lock_version = "4.5.0"
-content_hash = "sha256:9018aa3618d43f558ce6caeaea88500778dc9ba98a6208a8f957f486120cac29"
+content_hash = "sha256:4a1e5e399b9e45c14f2e2ab27f26fe2d9c0502aa8c3a950082449ca18719fb65"
 
 [[metadata.targets]]
 requires_python = ">=3.9,<3.11"
@@ -2209,18 +2209,17 @@ files = [
 ]
 
 [[package]]
-name = "monai-weekly"
-version = "1.4.dev2439"
-requires_python = ">=3.9"
+name = "monai"
+version = "1.3.2"
+requires_python = ">=3.8"
 summary = "AI Toolkit for Healthcare Imaging"
 groups = ["default"]
 dependencies = [
-    "numpy<2.0,>=1.24",
+    "numpy>=1.20",
     "torch>=1.9",
 ]
 files = [
-    {file = "monai_weekly-1.4.dev2439-py3-none-any.whl", hash = "sha256:249aba20c7e6f5057ff570793ba0a5ef2400953843b8cd6f1b83f9ccdeab6ea9"},
-    {file = "monai_weekly-1.4.dev2439.tar.gz", hash = "sha256:1b90f37a109e9347c4a7a12c1fa4ce1744461b1379a08ddb6b1e2b22f4b93d85"},
+    {file = "monai-1.3.2-py3-none-any.whl", hash = "sha256:899e2bda5e1fa00675cddbb82197dcfab4496801087d6199d474db2fa17b2452"},
 ]
 
 [[package]]
@@ -4043,14 +4042,14 @@ files = [
 
 [[package]]
 name = "tomli"
-version = "2.0.1"
-requires_python = ">=3.7"
+version = "2.0.2"
+requires_python = ">=3.8"
 summary = "A lil' TOML parser"
 groups = ["test"]
 marker = "python_version < \"3.11\""
 files = [
-    {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
-    {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
+    {file = "tomli-2.0.2-py3-none-any.whl", hash = "sha256:2ebe24485c53d303f690b0ec092806a085f07af5a5aa1464f3931eec36caaa38"},
+    {file = "tomli-2.0.2.tar.gz", hash = "sha256:d46d457a85337051c36524bc5349dd91b1877838e2979ac5ced3e710ed8a60ed"},
 ]
 
 [[package]]
diff --git a/requirements/linux/requirements.txt b/requirements/linux/requirements.txt
index 90d2c7d5..5c4226c6 100644
--- a/requirements/linux/requirements.txt
+++ b/requirements/linux/requirements.txt
@@ -23,8 +23,8 @@ bioio-czi==1.0.1
 bioio-ome-tiff==1.0.0
 bioio-tifffile==1.0.0
 blinker==1.8.2
-boto3==1.35.31
-botocore==1.35.31
+boto3==1.35.32
+botocore==1.35.32
 cachetools==5.5.0
 certifi==2024.8.30
 charset-normalizer==3.3.2
@@ -101,7 +101,7 @@ matplotlib==3.9.2
 mdurl==0.1.2
 mlflow==2.16.2
 mlflow-skinny==2.16.2
-monai-weekly==1.4.dev2439
+monai==1.3.2
 mpmath==1.3.0
 msgpack==1.1.0
 multidict==6.1.0
diff --git a/requirements/linux/spharm-requirements.txt b/requirements/linux/spharm-requirements.txt
index 871e509e..0d78d054 100644
--- a/requirements/linux/spharm-requirements.txt
+++ b/requirements/linux/spharm-requirements.txt
@@ -106,7 +106,7 @@ matplotlib==3.9.2
 mdurl==0.1.2
 mlflow==2.16.2
 mlflow-skinny==2.16.2
-monai-weekly==1.4.dev2439
+monai==1.3.2
 mpmath==1.3.0
 msgpack==1.1.0
 multidict==6.1.0
diff --git a/requirements/linux/test-requirements.txt b/requirements/linux/test-requirements.txt
index a56e5b3d..7c7eb4d7 100644
--- a/requirements/linux/test-requirements.txt
+++ b/requirements/linux/test-requirements.txt
@@ -106,7 +106,7 @@ matplotlib==3.9.2
 mdurl==0.1.2
 mlflow==2.16.2
 mlflow-skinny==2.16.2
-monai-weekly==1.4.dev2439
+monai==1.3.2
 mpmath==1.3.0
 msgpack==1.1.0
 multidict==6.1.0
@@ -191,7 +191,7 @@ termcolor==2.4.0
 threadpoolctl==3.5.0
 tifffile==2023.2.28
 timm==1.0.9
-tomli==2.0.1; python_version < "3.11"
+tomli==2.0.2; python_version < "3.11"
 toolz==0.12.1
 torch==2.0.1
 torchmetrics==1.4.2
diff --git a/requirements/linux/torchserve-requirements.txt b/requirements/linux/torchserve-requirements.txt
index 7cca9b50..4c2246a6 100644
--- a/requirements/linux/torchserve-requirements.txt
+++ b/requirements/linux/torchserve-requirements.txt
@@ -104,7 +104,7 @@ matplotlib==3.9.2
 mdurl==0.1.2
 mlflow==2.16.2
 mlflow-skinny==2.16.2
-monai-weekly==1.4.dev2439
+monai==1.3.2
 mpmath==1.3.0
 msgpack==1.1.0
 multidict==6.1.0
diff --git a/requirements/macos/all-requirements.txt b/requirements/macos/all-requirements.txt
index e2ebc6e0..fdc23ab9 100644
--- a/requirements/macos/all-requirements.txt
+++ b/requirements/macos/all-requirements.txt
@@ -113,7 +113,7 @@ matplotlib==3.9.2
 mdurl==0.1.2
 mlflow==2.16.2
 mlflow-skinny==2.16.2
-monai-weekly==1.4.dev2439
+monai==1.3.2
 mpmath==1.3.0
 msgpack==1.1.0
 multidict==6.1.0
diff --git a/requirements/macos/docs-requirements.txt b/requirements/macos/docs-requirements.txt
index 8580c08e..83f7fd20 100644
--- a/requirements/macos/docs-requirements.txt
+++ b/requirements/macos/docs-requirements.txt
@@ -111,7 +111,7 @@ mdurl==0.1.2
 mistune==0.8.4
 mlflow==2.16.2
 mlflow-skinny==2.16.2
-monai-weekly==1.4.dev2439
+monai==1.3.2
 mpmath==1.3.0
 msgpack==1.1.0
 multidict==6.1.0
diff --git a/requirements/macos/equiv-requirements.txt b/requirements/macos/equiv-requirements.txt
index 415dc62d..09b9c48e 100644
--- a/requirements/macos/equiv-requirements.txt
+++ b/requirements/macos/equiv-requirements.txt
@@ -107,7 +107,7 @@ matplotlib==3.9.2
 mdurl==0.1.2
 mlflow==2.16.2
 mlflow-skinny==2.16.2
-monai-weekly==1.4.dev2439
+monai==1.3.2
 mpmath==1.3.0
 msgpack==1.1.0
 multidict==6.1.0
diff --git a/requirements/macos/pdm.lock b/requirements/macos/pdm.lock
index c76f58c1..ceec7bbf 100644
--- a/requirements/macos/pdm.lock
+++ b/requirements/macos/pdm.lock
@@ -5,7 +5,7 @@
 groups = ["default", "all", "docs", "equiv", "pcloud", "s3", "spharm", "test", "torchserve"]
 strategy = ["inherit_metadata"]
 lock_version = "4.5.0"
-content_hash = "sha256:9018aa3618d43f558ce6caeaea88500778dc9ba98a6208a8f957f486120cac29"
+content_hash = "sha256:4a1e5e399b9e45c14f2e2ab27f26fe2d9c0502aa8c3a950082449ca18719fb65"
 
 [[metadata.targets]]
 requires_python = ">=3.9,<3.11"
@@ -2209,18 +2209,17 @@ files = [
 ]
 
 [[package]]
-name = "monai-weekly"
-version = "1.4.dev2439"
-requires_python = ">=3.9"
+name = "monai"
+version = "1.3.2"
+requires_python = ">=3.8"
 summary = "AI Toolkit for Healthcare Imaging"
 groups = ["default"]
 dependencies = [
-    "numpy<2.0,>=1.24",
+    "numpy>=1.20",
     "torch>=1.9",
 ]
 files = [
-    {file = "monai_weekly-1.4.dev2439-py3-none-any.whl", hash = "sha256:249aba20c7e6f5057ff570793ba0a5ef2400953843b8cd6f1b83f9ccdeab6ea9"},
-    {file = "monai_weekly-1.4.dev2439.tar.gz", hash = "sha256:1b90f37a109e9347c4a7a12c1fa4ce1744461b1379a08ddb6b1e2b22f4b93d85"},
+    {file = "monai-1.3.2-py3-none-any.whl", hash = "sha256:899e2bda5e1fa00675cddbb82197dcfab4496801087d6199d474db2fa17b2452"},
 ]
 
 [[package]]
@@ -4043,14 +4042,14 @@ files = [
 
 [[package]]
 name = "tomli"
-version = "2.0.1"
-requires_python = ">=3.7"
+version = "2.0.2"
+requires_python = ">=3.8"
 summary = "A lil' TOML parser"
 groups = ["test"]
 marker = "python_version < \"3.11\""
 files = [
-    {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
-    {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
+    {file = "tomli-2.0.2-py3-none-any.whl", hash = "sha256:2ebe24485c53d303f690b0ec092806a085f07af5a5aa1464f3931eec36caaa38"},
+    {file = "tomli-2.0.2.tar.gz", hash = "sha256:d46d457a85337051c36524bc5349dd91b1877838e2979ac5ced3e710ed8a60ed"},
 ]
 
 [[package]]
diff --git a/requirements/macos/requirements.txt b/requirements/macos/requirements.txt
index 90d2c7d5..5c4226c6 100644
--- a/requirements/macos/requirements.txt
+++ b/requirements/macos/requirements.txt
@@ -23,8 +23,8 @@ bioio-czi==1.0.1
 bioio-ome-tiff==1.0.0
 bioio-tifffile==1.0.0
 blinker==1.8.2
-boto3==1.35.31
-botocore==1.35.31
+boto3==1.35.32
+botocore==1.35.32
 cachetools==5.5.0
 certifi==2024.8.30
 charset-normalizer==3.3.2
@@ -101,7 +101,7 @@ matplotlib==3.9.2
 mdurl==0.1.2
 mlflow==2.16.2
 mlflow-skinny==2.16.2
-monai-weekly==1.4.dev2439
+monai==1.3.2
 mpmath==1.3.0
 msgpack==1.1.0
 multidict==6.1.0
diff --git a/requirements/macos/spharm-requirements.txt b/requirements/macos/spharm-requirements.txt
index 871e509e..0d78d054 100644
--- a/requirements/macos/spharm-requirements.txt
+++ b/requirements/macos/spharm-requirements.txt
@@ -106,7 +106,7 @@ matplotlib==3.9.2
 mdurl==0.1.2
 mlflow==2.16.2
 mlflow-skinny==2.16.2
-monai-weekly==1.4.dev2439
+monai==1.3.2
 mpmath==1.3.0
 msgpack==1.1.0
 multidict==6.1.0
diff --git a/requirements/macos/test-requirements.txt b/requirements/macos/test-requirements.txt
index a56e5b3d..7c7eb4d7 100644
--- a/requirements/macos/test-requirements.txt
+++ b/requirements/macos/test-requirements.txt
@@ -106,7 +106,7 @@ matplotlib==3.9.2
 mdurl==0.1.2
 mlflow==2.16.2
 mlflow-skinny==2.16.2
-monai-weekly==1.4.dev2439
+monai==1.3.2
 mpmath==1.3.0
 msgpack==1.1.0
 multidict==6.1.0
@@ -191,7 +191,7 @@ termcolor==2.4.0
 threadpoolctl==3.5.0
 tifffile==2023.2.28
 timm==1.0.9
-tomli==2.0.1; python_version < "3.11"
+tomli==2.0.2; python_version < "3.11"
 toolz==0.12.1
 torch==2.0.1
 torchmetrics==1.4.2
diff --git a/requirements/macos/torchserve-requirements.txt b/requirements/macos/torchserve-requirements.txt
index 7cca9b50..4c2246a6 100644
--- a/requirements/macos/torchserve-requirements.txt
+++ b/requirements/macos/torchserve-requirements.txt
@@ -104,7 +104,7 @@ matplotlib==3.9.2
 mdurl==0.1.2
 mlflow==2.16.2
 mlflow-skinny==2.16.2
-monai-weekly==1.4.dev2439
+monai==1.3.2
 mpmath==1.3.0
 msgpack==1.1.0
 multidict==6.1.0
diff --git a/requirements/windows/all-requirements.txt b/requirements/windows/all-requirements.txt
index e2ebc6e0..fdc23ab9 100644
--- a/requirements/windows/all-requirements.txt
+++ b/requirements/windows/all-requirements.txt
@@ -113,7 +113,7 @@ matplotlib==3.9.2
 mdurl==0.1.2
 mlflow==2.16.2
 mlflow-skinny==2.16.2
-monai-weekly==1.4.dev2439
+monai==1.3.2
 mpmath==1.3.0
 msgpack==1.1.0
 multidict==6.1.0
diff --git a/requirements/windows/docs-requirements.txt b/requirements/windows/docs-requirements.txt
index 8580c08e..83f7fd20 100644
--- a/requirements/windows/docs-requirements.txt
+++ b/requirements/windows/docs-requirements.txt
@@ -111,7 +111,7 @@ mdurl==0.1.2
 mistune==0.8.4
 mlflow==2.16.2
 mlflow-skinny==2.16.2
-monai-weekly==1.4.dev2439
+monai==1.3.2
 mpmath==1.3.0
 msgpack==1.1.0
 multidict==6.1.0
diff --git a/requirements/windows/equiv-requirements.txt b/requirements/windows/equiv-requirements.txt
index 415dc62d..09b9c48e 100644
--- a/requirements/windows/equiv-requirements.txt
+++ b/requirements/windows/equiv-requirements.txt
@@ -107,7 +107,7 @@ matplotlib==3.9.2
 mdurl==0.1.2
 mlflow==2.16.2
 mlflow-skinny==2.16.2
-monai-weekly==1.4.dev2439
+monai==1.3.2
 mpmath==1.3.0
 msgpack==1.1.0
 multidict==6.1.0
diff --git a/requirements/windows/pdm.lock b/requirements/windows/pdm.lock
index c76f58c1..ceec7bbf 100644
--- a/requirements/windows/pdm.lock
+++ b/requirements/windows/pdm.lock
@@ -5,7 +5,7 @@
 groups = ["default", "all", "docs", "equiv", "pcloud", "s3", "spharm", "test", "torchserve"]
 strategy = ["inherit_metadata"]
 lock_version = "4.5.0"
-content_hash = "sha256:9018aa3618d43f558ce6caeaea88500778dc9ba98a6208a8f957f486120cac29"
+content_hash = "sha256:4a1e5e399b9e45c14f2e2ab27f26fe2d9c0502aa8c3a950082449ca18719fb65"
 
 [[metadata.targets]]
 requires_python = ">=3.9,<3.11"
@@ -2209,18 +2209,17 @@ files = [
 ]
 
 [[package]]
-name = "monai-weekly"
-version = "1.4.dev2439"
-requires_python = ">=3.9"
+name = "monai"
+version = "1.3.2"
+requires_python = ">=3.8"
 summary = "AI Toolkit for Healthcare Imaging"
 groups = ["default"]
 dependencies = [
-    "numpy<2.0,>=1.24",
+    "numpy>=1.20",
     "torch>=1.9",
 ]
 files = [
-    {file = "monai_weekly-1.4.dev2439-py3-none-any.whl", hash = "sha256:249aba20c7e6f5057ff570793ba0a5ef2400953843b8cd6f1b83f9ccdeab6ea9"},
-    {file = "monai_weekly-1.4.dev2439.tar.gz", hash = "sha256:1b90f37a109e9347c4a7a12c1fa4ce1744461b1379a08ddb6b1e2b22f4b93d85"},
+    {file = "monai-1.3.2-py3-none-any.whl", hash = "sha256:899e2bda5e1fa00675cddbb82197dcfab4496801087d6199d474db2fa17b2452"},
 ]
 
 [[package]]
@@ -4043,14 +4042,14 @@ files = [
 
 [[package]]
 name = "tomli"
-version = "2.0.1"
-requires_python = ">=3.7"
+version = "2.0.2"
+requires_python = ">=3.8"
 summary = "A lil' TOML parser"
 groups = ["test"]
 marker = "python_version < \"3.11\""
 files = [
-    {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
-    {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
+    {file = "tomli-2.0.2-py3-none-any.whl", hash = "sha256:2ebe24485c53d303f690b0ec092806a085f07af5a5aa1464f3931eec36caaa38"},
+    {file = "tomli-2.0.2.tar.gz", hash = "sha256:d46d457a85337051c36524bc5349dd91b1877838e2979ac5ced3e710ed8a60ed"},
 ]
 
 [[package]]
diff --git a/requirements/windows/requirements.txt b/requirements/windows/requirements.txt
index 90d2c7d5..5c4226c6 100644
--- a/requirements/windows/requirements.txt
+++ b/requirements/windows/requirements.txt
@@ -23,8 +23,8 @@ bioio-czi==1.0.1
 bioio-ome-tiff==1.0.0
 bioio-tifffile==1.0.0
 blinker==1.8.2
-boto3==1.35.31
-botocore==1.35.31
+boto3==1.35.32
+botocore==1.35.32
 cachetools==5.5.0
 certifi==2024.8.30
 charset-normalizer==3.3.2
@@ -101,7 +101,7 @@ matplotlib==3.9.2
 mdurl==0.1.2
 mlflow==2.16.2
 mlflow-skinny==2.16.2
-monai-weekly==1.4.dev2439
+monai==1.3.2
 mpmath==1.3.0
 msgpack==1.1.0
 multidict==6.1.0
diff --git a/requirements/windows/spharm-requirements.txt b/requirements/windows/spharm-requirements.txt
index 871e509e..0d78d054 100644
--- a/requirements/windows/spharm-requirements.txt
+++ b/requirements/windows/spharm-requirements.txt
@@ -106,7 +106,7 @@ matplotlib==3.9.2
 mdurl==0.1.2
 mlflow==2.16.2
 mlflow-skinny==2.16.2
-monai-weekly==1.4.dev2439
+monai==1.3.2
 mpmath==1.3.0
 msgpack==1.1.0
 multidict==6.1.0
diff --git a/requirements/windows/test-requirements.txt b/requirements/windows/test-requirements.txt
index a56e5b3d..7c7eb4d7 100644
--- a/requirements/windows/test-requirements.txt
+++ b/requirements/windows/test-requirements.txt
@@ -106,7 +106,7 @@ matplotlib==3.9.2
 mdurl==0.1.2
 mlflow==2.16.2
 mlflow-skinny==2.16.2
-monai-weekly==1.4.dev2439
+monai==1.3.2
 mpmath==1.3.0
 msgpack==1.1.0
 multidict==6.1.0
@@ -191,7 +191,7 @@ termcolor==2.4.0
 threadpoolctl==3.5.0
 tifffile==2023.2.28
 timm==1.0.9
-tomli==2.0.1; python_version < "3.11"
+tomli==2.0.2; python_version < "3.11"
 toolz==0.12.1
 torch==2.0.1
 torchmetrics==1.4.2
diff --git a/requirements/windows/torchserve-requirements.txt b/requirements/windows/torchserve-requirements.txt
index 7cca9b50..4c2246a6 100644
--- a/requirements/windows/torchserve-requirements.txt
+++ b/requirements/windows/torchserve-requirements.txt
@@ -104,7 +104,7 @@ matplotlib==3.9.2
 mdurl==0.1.2
 mlflow==2.16.2
 mlflow-skinny==2.16.2
-monai-weekly==1.4.dev2439
+monai==1.3.2
 mpmath==1.3.0
 msgpack==1.1.0
 multidict==6.1.0