From c46ec91caddff2094239b324533b0c5ab8838c96 Mon Sep 17 00:00:00 2001 From: Wenqi Li Date: Thu, 16 Feb 2023 12:12:53 +0000 Subject: [PATCH 1/5] update load image tutorial Signed-off-by: Wenqi Li --- modules/load_medical_images.ipynb | 422 ++++++++++++++---------------- 1 file changed, 197 insertions(+), 225 deletions(-) diff --git a/modules/load_medical_images.ipynb b/modules/load_medical_images.ipynb index 08ca416f9b..b0e901e550 100644 --- a/modules/load_medical_images.ipynb +++ b/modules/load_medical_images.ipynb @@ -1,7 +1,6 @@ { "cells": [ { - "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ @@ -44,7 +43,7 @@ }, "outputs": [], "source": [ - "!python -c \"import monai\" || pip install -q \"monai-weekly[itk, pillow]\"\n", + "!python -c \"import monai\" || pip install -q \"monai-weekly[itk, pillow, nibabel, pydicom]\"\n", "!pip install -q \"SimpleITK\"" ] }, @@ -76,8 +75,9 @@ "import itk\n", "from PIL import Image\n", "import tempfile\n", + "import monai\n", "from monai.data import ITKReader, PILReader\n", - "from monai.transforms import LoadImage, LoadImaged, EnsureChannelFirstd, Resized, EnsureTyped, Compose\n", + "from monai.transforms import LoadImage, LoadImaged, Resized, EnsureTyped, Compose, SaveImage\n", "from monai.config import print_config\n", "\n", "print_config()" @@ -104,16 +104,15 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "# generate 3D test images\n", + "# download a test image\n", "tempdir = tempfile.mkdtemp()\n", - "test_image = np.random.rand(64, 128, 96)\n", - "filename = os.path.join(tempdir, \"test_image.nii.gz\")\n", - "itk_np_view = itk.image_view_from_array(test_image)\n", - "itk.imwrite(itk_np_view, filename)" + "test_url = \"https://github.com/Project-MONAI/MONAI-extra-test-data/releases/download/0.8.1/avg152T1_RL_nifti.nii.gz\"\n", + "filename = os.path.join(tempdir, \"avg152T1_RL_nifti.nii.gz\")\n", + "monai.apps.download_url(test_url, filepath=filename)" ] }, { @@ -140,312 +139,241 @@ "name": "stdout", "output_type": "stream", "text": [ - "image data shape:(96, 128, 64)\n", - "meta data:{'sizeof_hdr': array(348, dtype=int32), 'extents': array(0, dtype=int32), 'session_error': array(0, dtype=int16), 'dim_info': array(0, dtype=uint8), 'dim': array([ 3, 96, 128, 64, 1, 1, 1, 1], dtype=int16), 'intent_p1': array(0., dtype=float32), 'intent_p2': array(0., dtype=float32), 'intent_p3': array(0., dtype=float32), 'intent_code': array(0, dtype=int16), 'datatype': array(64, dtype=int16), 'bitpix': array(64, dtype=int16), 'slice_start': array(0, dtype=int16), 'pixdim': array([1., 1., 1., 1., 0., 0., 0., 0.], dtype=float32), 'vox_offset': array(0., dtype=float32), 'scl_slope': array(nan, dtype=float32), 'scl_inter': array(nan, dtype=float32), 'slice_end': array(0, dtype=int16), 'slice_code': array(0, dtype=uint8), 'xyzt_units': array(2, dtype=uint8), 'cal_max': array(0., dtype=float32), 'cal_min': array(0., dtype=float32), 'slice_duration': array(0., dtype=float32), 'toffset': array(0., dtype=float32), 'glmax': array(0, dtype=int32), 'glmin': array(0, dtype=int32), 'qform_code': array(1, dtype=int16), 'sform_code': array(1, dtype=int16), 'quatern_b': array(0., dtype=float32), 'quatern_c': array(0., dtype=float32), 'quatern_d': array(1., dtype=float32), 'qoffset_x': array(-0., dtype=float32), 'qoffset_y': array(-0., dtype=float32), 'qoffset_z': array(0., dtype=float32), 'srow_x': array([-1., 0., 0., -0.], dtype=float32), 'srow_y': array([ 0., -1., 0., -0.], dtype=float32), 'srow_z': array([0., 0., 1., 0.], dtype=float32), 'affine': array([[-1., 0., 0., -0.],\n", - " [ 0., -1., 0., -0.],\n", - " [ 0., 0., 1., 0.],\n", - " [ 0., 0., 0., 1.]]), 'original_affine': array([[-1., 0., 0., -0.],\n", - " [ 0., -1., 0., -0.],\n", - " [ 0., 0., 1., 0.],\n", - " [ 0., 0., 0., 1.]]), 'as_closest_canonical': False, 'spatial_shape': array([ 96, 128, 64], dtype=int16), 'original_channel_dim': 'no_channel', 'filename_or_obj': '/var/folders/6f/fdkl7m0x7sz3nj_t7p3ccgz00000gp/T/tmpq2arvyex/test_image.nii.gz'}\n" + "image data shape: torch.Size([1, 91, 109, 91])\n", + "meta data: dict_keys(['sizeof_hdr', 'extents', 'session_error', 'dim_info', 'intent_p1', 'intent_p2', 'intent_p3', 'intent_code', 'datatype', 'bitpix', 'slice_start', 'vox_offset', 'scl_slope', 'scl_inter', 'slice_end', 'slice_code', 'xyzt_units', 'cal_max', 'cal_min', 'slice_duration', 'toffset', 'glmax', 'glmin', 'qform_code', 'sform_code', affine, original_affine, 'as_closest_canonical', spatial_shape, space, original_channel_dim, 'filename_or_obj'])\n" ] } ], "source": [ - "data, meta = LoadImage()(filename)\n", - "print(f\"image data shape:{data.shape}\")\n", - "print(f\"meta data:{meta}\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Load a list of Nifti images and stack them as a multi-channel image\n", - "Loading a list of files, stack them together and add a new dimension as first dimension.\n", - "\n", - "And use the meta data of the first image to represent the stacked result." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Generate some image examples" + "data = LoadImage(image_only=True, ensure_channel_first=True, simple_keys=True)(filename)\n", + "print(f\"image data shape: {data.shape}\")\n", + "print(f\"meta data: {data.meta.keys()}\")" ] }, { "cell_type": "code", "execution_count": 5, - "metadata": { - "execution": { - "iopub.execute_input": "2021-01-14T12:34:09.002685Z", - "iopub.status.busy": "2021-01-14T12:34:09.002010Z", - "iopub.status.idle": "2021-01-14T12:34:09.184221Z", - "shell.execute_reply": "2021-01-14T12:34:09.184551Z" + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" } - }, - "outputs": [], + ], "source": [ - "filenames = [\"test_image.nii.gz\", \"test_image2.nii.gz\", \"test_image3.nii.gz\"]\n", - "for i, name in enumerate(filenames):\n", - " filenames[i] = os.path.join(tempdir, name)\n", - " itk_np_view = itk.image_view_from_array(test_image)\n", - " itk.imwrite(itk_np_view, filenames[i])" + "fig = monai.visualize.matshow3d(monai.transforms.Orientation(\"SPL\")(data), every_n=5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Load the images\n", - "Note that the output data shape is (3, 96, 128, 64), indicating a three-channel image." + "### Additional reader parameters\n", + "\n", + "`LoadImage` supports additional parameters to the readers, the following commands show more examples.\n", + "\n", + "Please see also https://docs.monai.io/en/stable/data.html#image-reader" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "image data shape:(3, 96, 128, 64)\n", - "meta data:{'sizeof_hdr': array(348, dtype=int32), 'extents': array(0, dtype=int32), 'session_error': array(0, dtype=int16), 'dim_info': array(0, dtype=uint8), 'dim': array([ 3, 96, 128, 64, 1, 1, 1, 1], dtype=int16), 'intent_p1': array(0., dtype=float32), 'intent_p2': array(0., dtype=float32), 'intent_p3': array(0., dtype=float32), 'intent_code': array(0, dtype=int16), 'datatype': array(64, dtype=int16), 'bitpix': array(64, dtype=int16), 'slice_start': array(0, dtype=int16), 'pixdim': array([1., 1., 1., 1., 0., 0., 0., 0.], dtype=float32), 'vox_offset': array(0., dtype=float32), 'scl_slope': array(nan, dtype=float32), 'scl_inter': array(nan, dtype=float32), 'slice_end': array(0, dtype=int16), 'slice_code': array(0, dtype=uint8), 'xyzt_units': array(2, dtype=uint8), 'cal_max': array(0., dtype=float32), 'cal_min': array(0., dtype=float32), 'slice_duration': array(0., dtype=float32), 'toffset': array(0., dtype=float32), 'glmax': array(0, dtype=int32), 'glmin': array(0, dtype=int32), 'qform_code': array(1, dtype=int16), 'sform_code': array(1, dtype=int16), 'quatern_b': array(0., dtype=float32), 'quatern_c': array(0., dtype=float32), 'quatern_d': array(1., dtype=float32), 'qoffset_x': array(-0., dtype=float32), 'qoffset_y': array(-0., dtype=float32), 'qoffset_z': array(0., dtype=float32), 'srow_x': array([-1., 0., 0., -0.], dtype=float32), 'srow_y': array([ 0., -1., 0., -0.], dtype=float32), 'srow_z': array([0., 0., 1., 0.], dtype=float32), 'affine': array([[-1., 0., 0., -0.],\n", - " [ 0., -1., 0., -0.],\n", - " [ 0., 0., 1., 0.],\n", - " [ 0., 0., 0., 1.]]), 'original_affine': array([[-1., 0., 0., -0.],\n", - " [ 0., -1., 0., -0.],\n", - " [ 0., 0., 1., 0.],\n", - " [ 0., 0., 0., 1.]]), 'as_closest_canonical': False, 'spatial_shape': array([ 96, 128, 64], dtype=int16), 'original_channel_dim': 0, 'filename_or_obj': '/var/folders/6f/fdkl7m0x7sz3nj_t7p3ccgz00000gp/T/tmpq2arvyex/test_image.nii.gz'}\n" - ] - } - ], + "outputs": [], "source": [ - "data, meta = LoadImage()(filenames)\n", - "\n", - "print(f\"image data shape:{data.shape}\")\n", - "print(f\"meta data:{meta}\")" + "img = LoadImage(image_only=True, reader=\"ITKReader\", channel_dim=None, affine_lps_to_ras=False)(filename)\n", + "img = LoadImage(image_only=True, reader=\"NibabelReader\", squeeze_non_spatial_dims=True)(filename)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Load 3D image in DICOM format" + "## Load a list of Nifti images and stack them as a multi-channel image\n", + "Loading a list of files, stack them together and add a new dimension as first dimension.\n", + "\n", + "And use the meta data of the first image to represent the stacked result." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Generate an example image" + "### Generate some image examples" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2021-01-14T12:34:09.188846Z", - "iopub.status.busy": "2021-01-14T12:34:09.188448Z", - "iopub.status.idle": "2021-01-14T12:34:09.206846Z", - "shell.execute_reply": "2021-01-14T12:34:09.207174Z" + "iopub.execute_input": "2021-01-14T12:34:09.002685Z", + "iopub.status.busy": "2021-01-14T12:34:09.002010Z", + "iopub.status.idle": "2021-01-14T12:34:09.184221Z", + "shell.execute_reply": "2021-01-14T12:34:09.184551Z" } }, - "outputs": [], - "source": [ - "filename = os.path.join(tempdir, \"test_image.dcm\")\n", - "dcm_image = np.random.randint(256, size=(64, 128, 96)).astype(np.uint8)\n", - "itk_np_view = itk.image_view_from_array(dcm_image)\n", - "itk.imwrite(itk_np_view, filename)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Load the image" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "image data shape:(96, 128, 64)\n", - "meta data:{'0008|0016': '1.2.840.10008.5.1.4.1.1.7.2', '0008|0018': '1.2.826.0.1.3680043.2.1125.1.44118309061455079960519285301379259', '0008|0020': '20220216', '0008|0030': '102605.967316 ', '0008|0050': '', '0008|0060': 'OT', '0008|0090': '', '0010|0010': '', '0010|0020': '', '0010|0030': '', '0010|0040': '', '0020|000d': '1.2.826.0.1.3680043.2.1125.1.23017280344035188539791147509289946', '0020|000e': '1.2.826.0.1.3680043.2.1125.1.29464733651157889992868221881561572', '0020|0010': '', '0020|0011': '', '0020|0013': '', '0020|0052': '1.2.826.0.1.3680043.2.1125.1.99174328674197284498761300125757239', '0028|0002': '1', '0028|0004': 'MONOCHROME2 ', '0028|0008': '64', '0028|0009': '(5200,9230)', '0028|0010': '128', '0028|0011': '96', '0028|0100': '8', '0028|0101': '8', '0028|0102': '7', '0028|0103': '0', '0028|1052': '0 ', '0028|1053': '1 ', '0028|1054': 'US', 'spacing': array([1., 1., 1.]), 'original_affine': array([[-1., 0., 0., 0.],\n", - " [ 0., -1., 0., 0.],\n", - " [ 0., 0., 1., 0.],\n", - " [ 0., 0., 0., 1.]]), 'affine': array([[-1., 0., 0., 0.],\n", - " [ 0., -1., 0., 0.],\n", - " [ 0., 0., 1., 0.],\n", - " [ 0., 0., 0., 1.]]), 'spatial_shape': array([ 96, 128, 64]), 'original_channel_dim': 'no_channel', 'filename_or_obj': '/tmp/tmp7i62j7i7/test_image.dcm'}\n" + "written test_image.nii.gz\n", + "written test_image2.nii.gz\n", + "written test_image3.nii.gz\n" ] } ], "source": [ - "data, meta = LoadImage()(filename)\n", - "\n", - "print(f\"image data shape:{data.shape}\")\n", - "print(f\"meta data:{meta}\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Load a list of DICOM images and stack them as a multi-channel image\n", - "Loading a list of files, stack them together and add a new dimension as first dimension.\n", - "\n", - "And use the meta data of the first image to represent the stacked result." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Generate some image examples" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "execution": { - "iopub.execute_input": "2021-01-14T12:34:09.240561Z", - "iopub.status.busy": "2021-01-14T12:34:09.240052Z", - "iopub.status.idle": "2021-01-14T12:34:09.249575Z", - "shell.execute_reply": "2021-01-14T12:34:09.249908Z" - } - }, - "outputs": [], - "source": [ - "filenames = [\"test_image-1.dcm\", \"test_image-2.dcm\", \"test_image-3.dcm\"]\n", + "filenames = [\"test_image.nii.gz\", \"test_image2.nii.gz\", \"test_image3.nii.gz\"]\n", "for i, name in enumerate(filenames):\n", " filenames[i] = os.path.join(tempdir, name)\n", - " dcm_image = np.random.randint(256, size=(64, 128, 96)).astype(np.uint8)\n", - " itk_np_view = itk.image_view_from_array(dcm_image)\n", - " itk.imwrite(itk_np_view, filenames[i])" + " itk_np_view = itk.image_view_from_array(img.data) # using the previous array as an example\n", + " itk.imwrite(itk_np_view, filenames[i])\n", + " print(f\"written {name}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Load the images" + "### Load the images\n", + "Note that the output data shape is (3, 96, 128, 64), indicating a three-channel image." ] }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "image data shape:(3, 96, 128, 64)\n", - "meta data:{'0008|0016': '1.2.840.10008.5.1.4.1.1.7.2', '0008|0018': '1.2.826.0.1.3680043.2.1125.1.63828152480868577642077188409202250', '0008|0020': '20220216', '0008|0030': '103339.274481 ', '0008|0050': '', '0008|0060': 'OT', '0008|0090': '', '0010|0010': '', '0010|0020': '', '0010|0030': '', '0010|0040': '', '0020|000d': '1.2.826.0.1.3680043.2.1125.1.33495655133618274242899241456753603', '0020|000e': '1.2.826.0.1.3680043.2.1125.1.65619243986801826512282139703817635', '0020|0010': '', '0020|0011': '', '0020|0013': '', '0020|0052': '1.2.826.0.1.3680043.2.1125.1.43714315070387131045070496501495431', '0028|0002': '1', '0028|0004': 'MONOCHROME2 ', '0028|0008': '64', '0028|0009': '(5200,9230)', '0028|0010': '128', '0028|0011': '96', '0028|0100': '8', '0028|0101': '8', '0028|0102': '7', '0028|0103': '0', '0028|1052': '0 ', '0028|1053': '1 ', '0028|1054': 'US', 'spacing': array([1., 1., 1.]), 'original_affine': array([[-1., 0., 0., 0.],\n", - " [ 0., -1., 0., 0.],\n", - " [ 0., 0., 1., 0.],\n", - " [ 0., 0., 0., 1.]]), 'affine': array([[-1., 0., 0., 0.],\n", - " [ 0., -1., 0., 0.],\n", - " [ 0., 0., 1., 0.],\n", - " [ 0., 0., 0., 1.]]), 'spatial_shape': array([ 96, 128, 64]), 'original_channel_dim': 0, 'filename_or_obj': '/tmp/tmp7i62j7i7/test_image-1.dcm'}\n" + "image data shape: torch.Size([3, 91, 109, 91])\n", + "\n" ] } ], "source": [ - "data, meta = LoadImage()(filenames)\n", + "data, meta = LoadImage(image_only=False)(filenames)\n", "\n", - "print(f\"image data shape:{data.shape}\")\n", - "print(f\"meta data:{meta}\")" + "print(f\"image data shape: {data.shape}\")\n", + "print(f\"{type(data)}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Load DICOM series from a folder" + "## Load 3D image in DICOM format" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Generate a folder with an image series\n", - "\n", - "For a folder that contains one DICOM series, all slices can be loaded and stacked together. First of all, we need to generate DICOM series. To simplify this step, we will use `SimpleITK`. The following demo takes [an official example of SimpleITK](https://simpleitk.readthedocs.io/en/master/link_DicomSeriesFromArray_docs.html?highlight=dicom) for reference." + "### Generate example images in different types" ] }, { "cell_type": "code", - "execution_count": 3, - "metadata": {}, + "execution_count": 9, + "metadata": { + "execution": { + "iopub.execute_input": "2021-01-14T12:34:09.188846Z", + "iopub.status.busy": "2021-01-14T12:34:09.188448Z", + "iopub.status.idle": "2021-01-14T12:34:09.206846Z", + "shell.execute_reply": "2021-01-14T12:34:09.207174Z" + } + }, "outputs": [], "source": [ - "sub_folder_path = os.path.join(tempdir, \"test_DICOM\")\n", - "if not os.path.exists(sub_folder_path):\n", - " os.mkdir(sub_folder_path)\n", + "def get_dcm_image():\n", + " filename = os.path.join(tempdir, \"test_image.dcm\")\n", + " dcm_image = np.random.randint(256, size=(64, 128, 96)).astype(np.uint8)\n", + " itk_np_view = itk.image_view_from_array(dcm_image)\n", + " itk.imwrite(itk_np_view, filename)\n", + " return filename\n", "\n", - "dcm_image = np.random.randint(256, size=(8, 16, 16)).astype(np.uint8)\n", - "sitk_image = sitk.GetImageFromArray(dcm_image)\n", + "def get_dcm_images():\n", + " filenames = [\"test_image-1.dcm\", \"test_image-2.dcm\", \"test_image-3.dcm\"]\n", + " for i, name in enumerate(filenames):\n", + " filenames[i] = os.path.join(tempdir, name)\n", + " dcm_image = np.random.randint(256, size=(64, 128, 96)).astype(np.uint8)\n", + " itk_np_view = itk.image_view_from_array(dcm_image)\n", + " itk.imwrite(itk_np_view, filenames[i])\n", + " return filenames\n", "\n", - "writer = sitk.ImageFileWriter()\n", - "writer.KeepOriginalImageUIDOn()\n", + "def get_dcm_folder():\n", + " \"\"\"\n", + " we need to generate DICOM series. To simplify this step, we will use SimpleITK. \n", + " The following demo takes an official example of SimpleITK for reference.\n", + " \n", + " https://simpleitk.readthedocs.io/en/master/link_DicomSeriesFromArray_docs.html\n", + " \"\"\"\n", + " sub_folder_path = os.path.join(tempdir, \"test_DICOM\")\n", + " if not os.path.exists(sub_folder_path):\n", + " os.mkdir(sub_folder_path)\n", "\n", - "for i in range(sitk_image.GetDepth()):\n", - " image_slice = sitk_image[:, :, i]\n", - " image_slice.SetMetaData(\"0020|000e\", \"1.2.3.\")\n", - " writer.SetFileName(os.path.join(sub_folder_path, str(i) + \".dcm\"))\n", - " writer.Execute(image_slice)" + " dcm_image = np.random.randint(256, size=(8, 16, 16)).astype(np.uint8)\n", + " sitk_image = sitk.GetImageFromArray(dcm_image)\n", + "\n", + " writer = sitk.ImageFileWriter()\n", + " writer.KeepOriginalImageUIDOn()\n", + "\n", + " for i in range(sitk_image.GetDepth()):\n", + " image_slice = sitk_image[:, :, i]\n", + " image_slice.SetMetaData(\"0020|000e\", \"1.2.3.\")\n", + " writer.SetFileName(os.path.join(sub_folder_path, str(i) + \".dcm\"))\n", + " writer.Execute(image_slice)\n", + " return sub_folder_path" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Load DICOM series from a folder" + "### Load the images\n", + "\n", + "`LoadImage` supports images in DICOM as well as DICOM folders" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "image data shape:(16, 16, 8)\n", - "meta data:{'spacing': array([1., 1., 1.]), 'original_affine': array([[-1., 0., 0., 0.],\n", - " [ 0., -1., 0., 0.],\n", - " [ 0., 0., 1., 0.],\n", - " [ 0., 0., 0., 1.]]), 'affine': array([[-1., 0., 0., 0.],\n", - " [ 0., -1., 0., 0.],\n", - " [ 0., 0., 1., 0.],\n", - " [ 0., 0., 0., 1.]]), 'spatial_shape': array([16, 16, 8]), 'original_channel_dim': 'no_channel', 'filename_or_obj': '/tmp/tmpgm34zdv4/test_DICOM'}\n" + "image data shape: torch.Size([96, 128, 64])\n", + "image data shape: torch.Size([3, 96, 128, 64])\n", + "image data shape: torch.Size([16, 16, 8])\n" ] } ], "source": [ - "data, meta = LoadImage()(sub_folder_path)\n", + "for fn in (get_dcm_image(), get_dcm_images(), get_dcm_folder()):\n", "\n", - "print(f\"image data shape:{data.shape}\")\n", - "print(f\"meta data:{meta}\")" + " data = LoadImage(image_only=True)(fn)\n", + " print(f\"image data shape: {data.shape}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Load 2D image in PNG format" + "# Load 2D image in PNG format" ] }, { @@ -457,7 +385,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2021-01-14T12:34:09.254871Z", @@ -469,16 +397,19 @@ }, "outputs": [], "source": [ - "test_image = np.random.randint(0, 256, size=[128, 256])\n", - "filename = os.path.join(tempdir, \"test_image.png\")\n", - "Image.fromarray(test_image.astype(\"uint8\")).save(filename)" + "filename = os.path.join(tempdir, \"MONAI-logo_color.png\")\n", + "monai.apps.download_url(\"https://monai.io/assets/img/MONAI-logo_color.png\", filepath=filename)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Load the image" + "### Load the image\n", + "\n", + "- Set `reverse_indexing=False` to ensure the spatial axes follow the 2D natual image convention used by Pillow/scikit-image.\n", + "\n", + "- Set `reverse_indexing=True` (default) to be consistent with the other medical image readers." ] }, { @@ -490,16 +421,19 @@ "name": "stdout", "output_type": "stream", "text": [ - "image data shape:(256, 128)\n", - "meta data:{'format': 'PNG', 'mode': 'L', 'width': 256, 'height': 128, 'spatial_shape': array([256, 128]), 'original_channel_dim': 'no_channel', 'filename_or_obj': '/var/folders/6f/fdkl7m0x7sz3nj_t7p3ccgz00000gp/T/tmpq2arvyex/test_image.png'}\n" + "image data shape: torch.Size([31, 100, 4])\n", + "meta data: {'format': 'PNG', 'mode': 'RGBA', 'width': 100, 'height': 31, spatial_shape: array([100, 31]), original_channel_dim: -1, 'filename_or_obj': '/var/folders/6f/fdkl7m0x7sz3nj_t7p3ccgz00000gp/T/tmp0jbd9bdb/MONAI-logo_color.png', affine: tensor([[1., 0., 0., 0.],\n", + " [0., 1., 0., 0.],\n", + " [0., 0., 1., 0.],\n", + " [0., 0., 0., 1.]], dtype=torch.float64)}\n" ] } ], "source": [ - "data, meta = LoadImage()(filename)\n", + "data, meta = LoadImage(image_only=False, reader=\"PILReader\", reverse_indexing=False)(filename)\n", "\n", - "print(f\"image data shape:{data.shape}\")\n", - "print(f\"meta data:{meta}\")" + "print(f\"image data shape: {data.shape}\")\n", + "print(f\"meta data: {meta}\")" ] }, { @@ -526,22 +460,31 @@ "name": "stdout", "output_type": "stream", "text": [ - "image data shape:(256, 128)\n", - "meta data:{'spacing': array([1., 1.]), 'original_affine': array([[-1., 0., 0.],\n", - " [ 0., -1., 0.],\n", - " [ 0., 0., 1.]]), 'affine': array([[-1., 0., 0.],\n", - " [ 0., -1., 0.],\n", - " [ 0., 0., 1.]]), 'spatial_shape': array([256, 128]), 'original_channel_dim': 'no_channel', 'filename_or_obj': '/var/folders/6f/fdkl7m0x7sz3nj_t7p3ccgz00000gp/T/tmpq2arvyex/test_image.png'}\n" + "image data shape: torch.Size([4, 31, 100])\n", + "\n" ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" } ], "source": [ - "loader = LoadImage()\n", - "loader.register(ITKReader())\n", + "loader = LoadImage(image_only=False, ensure_channel_first=True)\n", + "loader.register(PILReader(reverse_indexing=False))\n", "data, meta = loader(filename)\n", "\n", - "print(f\"image data shape:{data.shape}\")\n", - "print(f\"meta data:{meta}\")" + "print(f\"image data shape: {data.shape}\")\n", + "print(f\"{type(data)}\")\n", + "fig = monai.visualize.matshow3d(data)" ] }, { @@ -570,17 +513,20 @@ "name": "stdout", "output_type": "stream", "text": [ - "image data shape:(256, 128, 2)\n", - "meta data:{'format': None, 'mode': 'LA', 'width': 256, 'height': 128, 'spatial_shape': array([256, 128]), 'original_channel_dim': -1, 'filename_or_obj': '/var/folders/6f/fdkl7m0x7sz3nj_t7p3ccgz00000gp/T/tmpq2arvyex/test_image.png'}\n" + "image data shape: torch.Size([100, 31, 2])\n", + "meta data: {'format': 'none', 'mode': 'LA', 'width': 100, 'height': 31, spatial_shape: array([100, 31]), original_channel_dim: -1, 'filename_or_obj': '/var/folders/6f/fdkl7m0x7sz3nj_t7p3ccgz00000gp/T/tmp0jbd9bdb/MONAI-logo_color.png', affine: tensor([[1., 0., 0., 0.],\n", + " [0., 1., 0., 0.],\n", + " [0., 0., 1., 0.],\n", + " [0., 0., 0., 1.]], dtype=torch.float64)}\n" ] } ], "source": [ - "loader = LoadImage(PILReader(converter=lambda image: image.convert(\"LA\")))\n", + "loader = LoadImage(PILReader(converter=lambda image: image.convert(\"LA\")), image_only=False)\n", "data, meta = loader(filename)\n", "\n", - "print(f\"image data shape:{data.shape}\")\n", - "print(f\"meta data:{meta}\")" + "print(f\"image data shape: {data.shape}\")\n", + "print(f\"meta data: {meta}\")" ] }, { @@ -609,24 +555,50 @@ "name": "stdout", "output_type": "stream", "text": [ - "image data shape:torch.Size([1, 64, 64])\n", - "meta data:{'format': 'PNG', 'mode': 'L', 'width': 256, 'height': 128, 'spatial_shape': array([256, 128]), 'original_channel_dim': 'no_channel', 'filename_or_obj': '/var/folders/6f/fdkl7m0x7sz3nj_t7p3ccgz00000gp/T/tmpq2arvyex/test_image.png'}\n" + "image data shape:torch.Size([4, 60, 64])\n", + "tensor([[ 1.6667, 0.0000, 0.0000, 0.3333],\n", + " [ 0.0000, 0.4844, 0.0000, -0.2578],\n", + " [ 0.0000, 0.0000, 1.0000, 0.0000],\n", + " [ 0.0000, 0.0000, 0.0000, 1.0000]], dtype=torch.float64)\n" ] } ], "source": [ "transform = Compose(\n", " [\n", - " LoadImaged(keys=\"image\"),\n", - " EnsureChannelFirstd(keys=\"image\"),\n", - " Resized(keys=\"image\", spatial_size=[64, 64]),\n", - " EnsureTyped(\"image\"),\n", + " LoadImaged(keys=\"image\", image_only=True, ensure_channel_first=True, dtype=np.uint8),\n", + " Resized(keys=\"image\", spatial_size=[60, 64]),\n", " ]\n", ")\n", "test_data = {\"image\": filename}\n", "result = transform(test_data)\n", "print(f\"image data shape:{result['image'].shape}\")\n", - "print(f\"meta data:{result['image_meta_dict']}\")" + "print(result['image'].affine)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2023-02-16 12:23:20,681 INFO image_writer.py:197 - writing: /var/folders/6f/fdkl7m0x7sz3nj_t7p3ccgz00000gp/T/tmp0jbd9bdb/MONAI-logo_color/MONAI-logo_color_itk.png\n", + "2023-02-16 12:23:20,686 INFO image_writer.py:197 - writing: /var/folders/6f/fdkl7m0x7sz3nj_t7p3ccgz00000gp/T/tmp0jbd9bdb/MONAI-logo_color/MONAI-logo_color_trans.nii.gz\n", + "2023-02-16 12:23:20,691 INFO image_writer.py:197 - writing: /var/folders/6f/fdkl7m0x7sz3nj_t7p3ccgz00000gp/T/tmp0jbd9bdb/MONAI-logo_color/MONAI-logo_color_PIL.png\n" + ] + } + ], + "source": [ + "img = result[\"image\"]\n", + "# using the ITK backend\n", + "img = SaveImage(output_dir=tempdir, output_ext=\".png\", output_postfix=\"itk\", output_dtype=np.uint8, resample=False, writer=\"ITKWriter\")(img)\n", + "# using the Nibabel backend\n", + "img = SaveImage(output_dir=tempdir, output_ext=\".nii.gz\", output_dtype=np.uint8, resample=False, squeeze_end_dims=True, writer=\"NibabelWriter\")(img)\n", + "# using the PIL backend\n", + "img = SaveImage(output_dir=tempdir, output_ext=\".png\", output_postfix=\"PIL\", output_dtype=np.uint8, resample=False, squeeze_end_dims=True, writer=\"PILWriter\")(img)" ] }, { @@ -640,7 +612,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 17, "metadata": { "execution": { "iopub.execute_input": "2021-01-14T12:34:09.394901Z", @@ -671,7 +643,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.10" + "version": "3.8.13" } }, "nbformat": 4, From 9a847119ab65399092bebd0a3ddedcfee5a110ce Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 16 Feb 2023 12:26:35 +0000 Subject: [PATCH 2/5] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- modules/load_medical_images.ipynb | 36 +++++++++++++++++++++++++------ 1 file changed, 30 insertions(+), 6 deletions(-) diff --git a/modules/load_medical_images.ipynb b/modules/load_medical_images.ipynb index b0e901e550..6f77e0a0b8 100644 --- a/modules/load_medical_images.ipynb +++ b/modules/load_medical_images.ipynb @@ -304,6 +304,7 @@ " itk.imwrite(itk_np_view, filename)\n", " return filename\n", "\n", + "\n", "def get_dcm_images():\n", " filenames = [\"test_image-1.dcm\", \"test_image-2.dcm\", \"test_image-3.dcm\"]\n", " for i, name in enumerate(filenames):\n", @@ -313,11 +314,12 @@ " itk.imwrite(itk_np_view, filenames[i])\n", " return filenames\n", "\n", + "\n", "def get_dcm_folder():\n", " \"\"\"\n", - " we need to generate DICOM series. To simplify this step, we will use SimpleITK. \n", + " we need to generate DICOM series. To simplify this step, we will use SimpleITK.\n", " The following demo takes an official example of SimpleITK for reference.\n", - " \n", + "\n", " https://simpleitk.readthedocs.io/en/master/link_DicomSeriesFromArray_docs.html\n", " \"\"\"\n", " sub_folder_path = os.path.join(tempdir, \"test_DICOM\")\n", @@ -573,7 +575,7 @@ "test_data = {\"image\": filename}\n", "result = transform(test_data)\n", "print(f\"image data shape:{result['image'].shape}\")\n", - "print(result['image'].affine)" + "print(result[\"image\"].affine)" ] }, { @@ -594,11 +596,33 @@ "source": [ "img = result[\"image\"]\n", "# using the ITK backend\n", - "img = SaveImage(output_dir=tempdir, output_ext=\".png\", output_postfix=\"itk\", output_dtype=np.uint8, resample=False, writer=\"ITKWriter\")(img)\n", + "img = SaveImage(\n", + " output_dir=tempdir,\n", + " output_ext=\".png\",\n", + " output_postfix=\"itk\",\n", + " output_dtype=np.uint8,\n", + " resample=False,\n", + " writer=\"ITKWriter\",\n", + ")(img)\n", "# using the Nibabel backend\n", - "img = SaveImage(output_dir=tempdir, output_ext=\".nii.gz\", output_dtype=np.uint8, resample=False, squeeze_end_dims=True, writer=\"NibabelWriter\")(img)\n", + "img = SaveImage(\n", + " output_dir=tempdir,\n", + " output_ext=\".nii.gz\",\n", + " output_dtype=np.uint8,\n", + " resample=False,\n", + " squeeze_end_dims=True,\n", + " writer=\"NibabelWriter\",\n", + ")(img)\n", "# using the PIL backend\n", - "img = SaveImage(output_dir=tempdir, output_ext=\".png\", output_postfix=\"PIL\", output_dtype=np.uint8, resample=False, squeeze_end_dims=True, writer=\"PILWriter\")(img)" + "img = SaveImage(\n", + " output_dir=tempdir,\n", + " output_ext=\".png\",\n", + " output_postfix=\"PIL\",\n", + " output_dtype=np.uint8,\n", + " resample=False,\n", + " squeeze_end_dims=True,\n", + " writer=\"PILWriter\",\n", + ")(img)" ] }, { From 8a9f17fd5412e2a792894445670075b77459def2 Mon Sep 17 00:00:00 2001 From: Wenqi Li Date: Thu, 16 Feb 2023 13:25:01 +0000 Subject: [PATCH 3/5] update based on comments Signed-off-by: Wenqi Li --- modules/load_medical_images.ipynb | 47 +++++++++++++++++++++---------- 1 file changed, 32 insertions(+), 15 deletions(-) diff --git a/modules/load_medical_images.ipynb b/modules/load_medical_images.ipynb index 6f77e0a0b8..8042cd1f0d 100644 --- a/modules/load_medical_images.ipynb +++ b/modules/load_medical_images.ipynb @@ -99,7 +99,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Generate an example image" + "### Download an example image" ] }, { @@ -298,6 +298,9 @@ "outputs": [], "source": [ "def get_dcm_image():\n", + " \"\"\"\n", + " single image example\n", + " \"\"\"\n", " filename = os.path.join(tempdir, \"test_image.dcm\")\n", " dcm_image = np.random.randint(256, size=(64, 128, 96)).astype(np.uint8)\n", " itk_np_view = itk.image_view_from_array(dcm_image)\n", @@ -306,6 +309,9 @@ "\n", "\n", "def get_dcm_images():\n", + " \"\"\"\n", + " multiple images as a multi-channel image\n", + " \"\"\"\n", " filenames = [\"test_image-1.dcm\", \"test_image-2.dcm\", \"test_image-3.dcm\"]\n", " for i, name in enumerate(filenames):\n", " filenames[i] = os.path.join(tempdir, name)\n", @@ -382,7 +388,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Generate an image" + "### Download an image" ] }, { @@ -424,7 +430,7 @@ "output_type": "stream", "text": [ "image data shape: torch.Size([31, 100, 4])\n", - "meta data: {'format': 'PNG', 'mode': 'RGBA', 'width': 100, 'height': 31, spatial_shape: array([100, 31]), original_channel_dim: -1, 'filename_or_obj': '/var/folders/6f/fdkl7m0x7sz3nj_t7p3ccgz00000gp/T/tmp0jbd9bdb/MONAI-logo_color.png', affine: tensor([[1., 0., 0., 0.],\n", + "meta data: {'format': 'PNG', 'mode': 'RGBA', 'width': 100, 'height': 31, spatial_shape: array([100, 31]), original_channel_dim: -1, 'filename_or_obj': '/var/folders/6f/fdkl7m0x7sz3nj_t7p3ccgz00000gp/T/tmpn5n68c2f/MONAI-logo_color.png', affine: tensor([[1., 0., 0., 0.],\n", " [0., 1., 0., 0.],\n", " [0., 0., 1., 0.],\n", " [0., 0., 0., 1.]], dtype=torch.float64)}\n" @@ -442,8 +448,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Load image with specified image reader\n", - "And we can set additional parameters for the image readers, for example, set `c_order_axis_indexing=True` for `ITKReader`, this parameter will pass to ITK `read()` function later." + "## Load image with specified image reader" ] }, { @@ -516,7 +521,7 @@ "output_type": "stream", "text": [ "image data shape: torch.Size([100, 31, 2])\n", - "meta data: {'format': 'none', 'mode': 'LA', 'width': 100, 'height': 31, spatial_shape: array([100, 31]), original_channel_dim: -1, 'filename_or_obj': '/var/folders/6f/fdkl7m0x7sz3nj_t7p3ccgz00000gp/T/tmp0jbd9bdb/MONAI-logo_color.png', affine: tensor([[1., 0., 0., 0.],\n", + "meta data: {'format': 'none', 'mode': 'LA', 'width': 100, 'height': 31, spatial_shape: array([100, 31]), original_channel_dim: -1, 'filename_or_obj': '/var/folders/6f/fdkl7m0x7sz3nj_t7p3ccgz00000gp/T/tmpn5n68c2f/MONAI-logo_color.png', affine: tensor([[1., 0., 0., 0.],\n", " [0., 1., 0., 0.],\n", " [0., 0., 1., 0.],\n", " [0., 0., 0., 1.]], dtype=torch.float64)}\n" @@ -578,6 +583,13 @@ "print(result[\"image\"].affine)" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Save image using `SaveImage` with different backends" + ] + }, { "cell_type": "code", "execution_count": 16, @@ -587,34 +599,38 @@ "name": "stdout", "output_type": "stream", "text": [ - "2023-02-16 12:23:20,681 INFO image_writer.py:197 - writing: /var/folders/6f/fdkl7m0x7sz3nj_t7p3ccgz00000gp/T/tmp0jbd9bdb/MONAI-logo_color/MONAI-logo_color_itk.png\n", - "2023-02-16 12:23:20,686 INFO image_writer.py:197 - writing: /var/folders/6f/fdkl7m0x7sz3nj_t7p3ccgz00000gp/T/tmp0jbd9bdb/MONAI-logo_color/MONAI-logo_color_trans.nii.gz\n", - "2023-02-16 12:23:20,691 INFO image_writer.py:197 - writing: /var/folders/6f/fdkl7m0x7sz3nj_t7p3ccgz00000gp/T/tmp0jbd9bdb/MONAI-logo_color/MONAI-logo_color_PIL.png\n" + "2023-02-16 13:24:04,370 INFO image_writer.py:197 - writing: /var/folders/6f/fdkl7m0x7sz3nj_t7p3ccgz00000gp/T/tmpn5n68c2f/MONAI-logo_color/MONAI-logo_color_itk.png\n", + "2023-02-16 13:24:04,382 INFO image_writer.py:197 - writing: /var/folders/6f/fdkl7m0x7sz3nj_t7p3ccgz00000gp/T/tmpn5n68c2f/MONAI-logo_color/MONAI-logo_color_trans.nii.gz\n", + "2023-02-16 13:24:04,390 INFO image_writer.py:197 - writing: /var/folders/6f/fdkl7m0x7sz3nj_t7p3ccgz00000gp/T/tmpn5n68c2f/MONAI-logo_color/MONAI-logo_color_PIL.png\n" ] } ], "source": [ "img = result[\"image\"]\n", "# using the ITK backend\n", - "img = SaveImage(\n", + "saver = SaveImage(\n", " output_dir=tempdir,\n", " output_ext=\".png\",\n", " output_postfix=\"itk\",\n", " output_dtype=np.uint8,\n", " resample=False,\n", " writer=\"ITKWriter\",\n", - ")(img)\n", + ")\n", + "img = saver(img)\n", + "\n", "# using the Nibabel backend\n", - "img = SaveImage(\n", + "saver = SaveImage(\n", " output_dir=tempdir,\n", " output_ext=\".nii.gz\",\n", " output_dtype=np.uint8,\n", " resample=False,\n", " squeeze_end_dims=True,\n", " writer=\"NibabelWriter\",\n", - ")(img)\n", + ")\n", + "img = saver(img)\n", + "\n", "# using the PIL backend\n", - "img = SaveImage(\n", + "saver = SaveImage(\n", " output_dir=tempdir,\n", " output_ext=\".png\",\n", " output_postfix=\"PIL\",\n", @@ -622,7 +638,8 @@ " resample=False,\n", " squeeze_end_dims=True,\n", " writer=\"PILWriter\",\n", - ")(img)" + ")\n", + "img = saver(img)" ] }, { From 63b13c6ab0a92e219601819d47ce165b6de0be2d Mon Sep 17 00:00:00 2001 From: Wenqi Li Date: Thu, 16 Feb 2023 13:32:47 +0000 Subject: [PATCH 4/5] update Signed-off-by: Wenqi Li --- modules/load_medical_images.ipynb | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/modules/load_medical_images.ipynb b/modules/load_medical_images.ipynb index 8042cd1f0d..ad5243a3c3 100644 --- a/modules/load_medical_images.ipynb +++ b/modules/load_medical_images.ipynb @@ -43,7 +43,7 @@ }, "outputs": [], "source": [ - "!python -c \"import monai\" || pip install -q \"monai-weekly[itk, pillow, nibabel, pydicom]\"\n", + "!python -c \"import monai\" || pip install -q \"monai-weekly[itk, pillow, nibabel]\"\n", "!pip install -q \"SimpleITK\"" ] }, @@ -430,7 +430,7 @@ "output_type": "stream", "text": [ "image data shape: torch.Size([31, 100, 4])\n", - "meta data: {'format': 'PNG', 'mode': 'RGBA', 'width': 100, 'height': 31, spatial_shape: array([100, 31]), original_channel_dim: -1, 'filename_or_obj': '/var/folders/6f/fdkl7m0x7sz3nj_t7p3ccgz00000gp/T/tmpn5n68c2f/MONAI-logo_color.png', affine: tensor([[1., 0., 0., 0.],\n", + "meta data: {'format': 'PNG', 'mode': 'RGBA', 'width': 100, 'height': 31, spatial_shape: array([100, 31]), original_channel_dim: -1, 'filename_or_obj': '/var/folders/6f/fdkl7m0x7sz3nj_t7p3ccgz00000gp/T/tmp9aoivd74/MONAI-logo_color.png', affine: tensor([[1., 0., 0., 0.],\n", " [0., 1., 0., 0.],\n", " [0., 0., 1., 0.],\n", " [0., 0., 0., 1.]], dtype=torch.float64)}\n" @@ -521,7 +521,7 @@ "output_type": "stream", "text": [ "image data shape: torch.Size([100, 31, 2])\n", - "meta data: {'format': 'none', 'mode': 'LA', 'width': 100, 'height': 31, spatial_shape: array([100, 31]), original_channel_dim: -1, 'filename_or_obj': '/var/folders/6f/fdkl7m0x7sz3nj_t7p3ccgz00000gp/T/tmpn5n68c2f/MONAI-logo_color.png', affine: tensor([[1., 0., 0., 0.],\n", + "meta data: {'format': 'none', 'mode': 'LA', 'width': 100, 'height': 31, spatial_shape: array([100, 31]), original_channel_dim: -1, 'filename_or_obj': '/var/folders/6f/fdkl7m0x7sz3nj_t7p3ccgz00000gp/T/tmp9aoivd74/MONAI-logo_color.png', affine: tensor([[1., 0., 0., 0.],\n", " [0., 1., 0., 0.],\n", " [0., 0., 1., 0.],\n", " [0., 0., 0., 1.]], dtype=torch.float64)}\n" @@ -599,9 +599,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "2023-02-16 13:24:04,370 INFO image_writer.py:197 - writing: /var/folders/6f/fdkl7m0x7sz3nj_t7p3ccgz00000gp/T/tmpn5n68c2f/MONAI-logo_color/MONAI-logo_color_itk.png\n", - "2023-02-16 13:24:04,382 INFO image_writer.py:197 - writing: /var/folders/6f/fdkl7m0x7sz3nj_t7p3ccgz00000gp/T/tmpn5n68c2f/MONAI-logo_color/MONAI-logo_color_trans.nii.gz\n", - "2023-02-16 13:24:04,390 INFO image_writer.py:197 - writing: /var/folders/6f/fdkl7m0x7sz3nj_t7p3ccgz00000gp/T/tmpn5n68c2f/MONAI-logo_color/MONAI-logo_color_PIL.png\n" + "2023-02-16 13:32:05,206 INFO image_writer.py:197 - writing: /var/folders/6f/fdkl7m0x7sz3nj_t7p3ccgz00000gp/T/tmp9aoivd74/MONAI-logo_color/MONAI-logo_color_itk.png\n", + "2023-02-16 13:32:05,212 INFO image_writer.py:197 - writing: /var/folders/6f/fdkl7m0x7sz3nj_t7p3ccgz00000gp/T/tmp9aoivd74/MONAI-logo_color/MONAI-logo_color_trans.nii.gz\n", + "2023-02-16 13:32:05,217 INFO image_writer.py:197 - writing: /var/folders/6f/fdkl7m0x7sz3nj_t7p3ccgz00000gp/T/tmp9aoivd74/MONAI-logo_color/MONAI-logo_color_PIL.png\n" ] } ], @@ -616,6 +616,7 @@ " resample=False,\n", " writer=\"ITKWriter\",\n", ")\n", + "saver.set_options(data_kwargs={\"spatial_ndim\": 2})\n", "img = saver(img)\n", "\n", "# using the Nibabel backend\n", From 8fd1b522646f71e84af4a4f8fd49e855aaf4e71a Mon Sep 17 00:00:00 2001 From: Wenqi Li Date: Thu, 16 Feb 2023 13:39:50 +0000 Subject: [PATCH 5/5] update Signed-off-by: Wenqi Li --- modules/load_medical_images.ipynb | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/modules/load_medical_images.ipynb b/modules/load_medical_images.ipynb index ad5243a3c3..e0b3a78476 100644 --- a/modules/load_medical_images.ipynb +++ b/modules/load_medical_images.ipynb @@ -73,11 +73,10 @@ "import SimpleITK as sitk # noqa: N813\n", "import numpy as np\n", "import itk\n", - "from PIL import Image\n", "import tempfile\n", "import monai\n", - "from monai.data import ITKReader, PILReader\n", - "from monai.transforms import LoadImage, LoadImaged, Resized, EnsureTyped, Compose, SaveImage\n", + "from monai.data import PILReader\n", + "from monai.transforms import LoadImage, LoadImaged, Resized, Compose, SaveImage\n", "from monai.config import print_config\n", "\n", "print_config()"