{"id":937751,"date":"2024-12-26T19:57:58","date_gmt":"2024-12-26T11:57:58","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/937751.html"},"modified":"2024-12-26T19:58:00","modified_gmt":"2024-12-26T11:58:00","slug":"python%e5%a6%82%e4%bd%95%e8%af%bb%e5%8f%96dicom","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/937751.html","title":{"rendered":"python\u5982\u4f55\u8bfb\u53d6dicom"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25073446\/d103ed03-adb6-41e8-923e-2fc51efcddf0.webp\" alt=\"python\u5982\u4f55\u8bfb\u53d6dicom\" \/><\/p>\n<p><p> <strong>Python\u8bfb\u53d6DICOM\u6587\u4ef6\u7684\u65b9\u6cd5\u6709\u591a\u79cd\uff0c\u5176\u4e2d\u5e38\u7528\u7684\u5de5\u5177\u5305\u62ecpydicom\u3001dicom-numpy\u548cSimpleITK\u3002pydicom\u662f\u6700\u5e38\u7528\u7684\u5e93\u4e4b\u4e00\uff0c\u5b83\u80fd\u591f\u65b9\u4fbf\u5730\u52a0\u8f7d\u548c\u5904\u7406DICOM\u6587\u4ef6\u3001\u540c\u65f6\u652f\u6301\u5bf9\u6587\u4ef6\u5143\u6570\u636e\u548c\u50cf\u7d20\u6570\u636e\u7684\u8bbf\u95ee\u3002<\/strong><\/p>\n<\/p>\n<p><p>\u5728\u8be6\u7ec6\u63cf\u8ff0\u4e2d\uff0c\u6211\u4eec\u5c06\u91cd\u70b9\u8ba8\u8bba\u5982\u4f55\u4f7f\u7528pydicom\u6765\u8bfb\u53d6DICOM\u6587\u4ef6\u3002\u9996\u5148\uff0c\u9700\u8981\u5b89\u88c5pydicom\u5e93\uff0c\u53ef\u4ee5\u901a\u8fc7pip\u547d\u4ee4\u6765\u5b9e\u73b0\uff1a<code>pip install pydicom<\/code>\u3002\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528pydicom\u5e93\u63d0\u4f9b\u7684\u529f\u80fd\u6765\u8bfb\u53d6DICOM\u6587\u4ef6\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u793a\u4f8b\u4ee3\u7801\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import pydicom<\/p>\n<h2><strong>\u8bfb\u53d6DICOM\u6587\u4ef6<\/strong><\/h2>\n<p>dicom_file_path = &#39;path\/to\/dicom\/file.dcm&#39;<\/p>\n<p>dataset = pydicom.dcmread(dicom_file_path)<\/p>\n<h2><strong>\u6253\u5370\u4e00\u4e9b\u57fa\u672c\u4fe1\u606f<\/strong><\/h2>\n<p>print(f&quot;Patient&#39;s Name: {dataset.PatientName}&quot;)<\/p>\n<p>print(f&quot;Modality: {dataset.Modality}&quot;)<\/p>\n<p>print(f&quot;Study Date: {dataset.StudyDate}&quot;)<\/p>\n<h2><strong>\u8bbf\u95ee\u50cf\u7d20\u6570\u636e<\/strong><\/h2>\n<p>image_data = dataset.pixel_array<\/p>\n<p>print(f&quot;Image shape: {image_data.shape}&quot;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u4ee3\u7801\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u4f7f\u7528pydicom\u7684<code>dcmread<\/code>\u51fd\u6570\u6765\u8bfb\u53d6DICOM\u6587\u4ef6\uff0c\u5e76\u5c06\u5176\u5b58\u50a8\u5728\u4e00\u4e2aDataset\u5bf9\u8c61\u4e2d\u3002\u901a\u8fc7\u8bbf\u95eeDataset\u5bf9\u8c61\u7684\u5c5e\u6027\uff0c\u6211\u4eec\u53ef\u4ee5\u83b7\u53d6DICOM\u6587\u4ef6\u4e2d\u7684\u5143\u6570\u636e\u4fe1\u606f\uff0c\u5982\u60a3\u8005\u59d3\u540d\u3001\u68c0\u67e5\u65e5\u671f\u7b49\u3002\u6b64\u5916\uff0cpydicom\u8fd8\u5141\u8bb8\u6211\u4eec\u8bbf\u95eeDICOM\u6587\u4ef6\u4e2d\u7684\u50cf\u7d20\u6570\u636e\uff0c\u8fd9\u5bf9\u4e8e\u533b\u5b66\u56fe\u50cf\u5904\u7406\u548c\u5206\u6790\u975e\u5e38\u91cd\u8981\u3002<\/p>\n<\/p>\n<p><p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u6df1\u5165\u63a2\u8ba8Python\u8bfb\u53d6DICOM\u6587\u4ef6\u7684\u66f4\u591a\u7ec6\u8282\u548c\u6280\u672f\u3002<\/p>\n<\/p>\n<p><p>\u4e00\u3001PYDICOM\u5e93\u6982\u8ff0<\/p>\n<\/p>\n<p><p>pydicom\u662f\u4e00\u4e2a\u7528\u4e8e\u5904\u7406DICOM\u6587\u4ef6\u7684Python\u5e93\uff0c\u652f\u6301DICOM\u6587\u4ef6\u7684\u8bfb\u53d6\u3001\u4fee\u6539\u548c\u5199\u5165\u3002\u5b83\u7684\u4e3b\u8981\u4f18\u52bf\u5728\u4e8e\u5176\u7075\u6d3b\u6027\u548c\u6613\u7528\u6027\uff0c\u80fd\u591f\u5904\u7406\u5927\u591a\u6570DICOM\u683c\u5f0f\u7684\u6587\u4ef6\uff0c\u5305\u62ec\u5e38\u89c1\u7684\u533b\u5b66\u56fe\u50cf\u548c\u76f8\u5173\u5143\u6570\u636e\u3002<\/p>\n<\/p>\n<ol>\n<li>\u5b89\u88c5\u548c\u57fa\u672c\u4f7f\u7528<\/li>\n<\/ol>\n<p><p>pydicom\u53ef\u4ee5\u901a\u8fc7Python\u7684\u5305\u7ba1\u7406\u5de5\u5177pip\u8fdb\u884c\u5b89\u88c5\u3002\u5b89\u88c5\u547d\u4ee4\u5982\u4e0b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-shell\">pip install pydicom<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528pydicom\u5e93\u6765\u8bfb\u53d6DICOM\u6587\u4ef6\u3002\u57fa\u672c\u7684\u8bfb\u53d6\u8fc7\u7a0b\u5982\u4e0b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import pydicom<\/p>\n<h2><strong>\u6307\u5b9aDICOM\u6587\u4ef6\u8def\u5f84<\/strong><\/h2>\n<p>dicom_file_path = &#39;path\/to\/dicom\/file.dcm&#39;<\/p>\n<h2><strong>\u4f7f\u7528pydicom\u8bfb\u53d6DICOM\u6587\u4ef6<\/strong><\/h2>\n<p>dataset = pydicom.dcmread(dicom_file_path)<\/p>\n<h2><strong>\u6253\u5370\u8bfb\u53d6\u7684DICOM\u6587\u4ef6\u4fe1\u606f<\/strong><\/h2>\n<p>print(dataset)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"2\">\n<li>\u8bbf\u95eeDICOM\u6587\u4ef6\u7684\u5143\u6570\u636e<\/li>\n<\/ol>\n<p><p>DICOM\u6587\u4ef6\u5305\u542b\u4e30\u5bcc\u7684\u5143\u6570\u636e\uff0c\u8fd9\u4e9b\u5143\u6570\u636e\u53ef\u4ee5\u901a\u8fc7Dataset\u5bf9\u8c61\u7684\u5c5e\u6027\u8bbf\u95ee\u3002\u4f8b\u5982\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">print(f&quot;Patient ID: {dataset.PatientID}&quot;)<\/p>\n<p>print(f&quot;Patient Age: {dataset.PatientAge}&quot;)<\/p>\n<p>print(f&quot;Study Description: {dataset.StudyDescription}&quot;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u901a\u8fc7\u8bbf\u95ee\u8fd9\u4e9b\u5c5e\u6027\uff0c\u6211\u4eec\u53ef\u4ee5\u83b7\u53d6DICOM\u6587\u4ef6\u4e2d\u8bb0\u5f55\u7684\u5404\u79cd\u4fe1\u606f\uff0c\u5305\u62ec\u60a3\u8005\u4fe1\u606f\u3001\u68c0\u67e5\u4fe1\u606f\u7b49\u3002<\/p>\n<\/p>\n<ol start=\"3\">\n<li>\u8bbf\u95ee\u548c\u5904\u7406\u50cf\u7d20\u6570\u636e<\/li>\n<\/ol>\n<p><p>pydicom\u5141\u8bb8\u76f4\u63a5\u8bbf\u95eeDICOM\u6587\u4ef6\u4e2d\u7684\u50cf\u7d20\u6570\u636e\uff0c\u8fd9\u5bf9\u4e8e\u533b\u5b66\u56fe\u50cf\u7684\u5904\u7406\u548c\u5206\u6790\u975e\u5e38\u91cd\u8981\u3002\u50cf\u7d20\u6570\u636e\u53ef\u4ee5\u901a\u8fc7Dataset\u5bf9\u8c61\u7684<code>pixel_array<\/code>\u5c5e\u6027\u8bbf\u95ee\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">image_data = dataset.pixel_array<\/p>\n<p>print(f&quot;Image shape: {image_data.shape}&quot;)<\/p>\n<h2><strong>\u53ef\u4ee5\u4f7f\u7528\u56fe\u50cf\u5904\u7406\u5e93\u8fdb\u884c\u8fdb\u4e00\u6b65\u5904\u7406<\/strong><\/h2>\n<p>import matplotlib.pyplot as plt<\/p>\n<p>plt.imshow(image_data, cmap=&#39;gray&#39;)<\/p>\n<p>plt.show()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u901a\u8fc7\u4e0a\u8ff0\u4ee3\u7801\uff0c\u6211\u4eec\u53ef\u4ee5\u5c06DICOM\u56fe\u50cf\u6570\u636e\u8f6c\u6362\u4e3aNumPy\u6570\u7ec4\uff0c\u5e76\u4f7f\u7528matplotlib\u7b49\u56fe\u50cf\u5904\u7406\u5e93\u8fdb\u884c\u53ef\u89c6\u5316\u3002<\/p>\n<\/p>\n<p><p>\u4e8c\u3001PYDICOM\u7684\u9ad8\u7ea7\u5e94\u7528<\/p>\n<\/p>\n<p><p>\u5728\u638c\u63e1\u4e86pydicom\u7684\u57fa\u672c\u7528\u6cd5\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u8fdb\u4e00\u6b65\u63a2\u7d22\u5176\u9ad8\u7ea7\u5e94\u7528\uff0c\u5305\u62ecDICOM\u6587\u4ef6\u7684\u4fee\u6539\u3001\u6279\u91cf\u5904\u7406\u7b49\u3002<\/p>\n<\/p>\n<ol>\n<li>\u4fee\u6539DICOM\u6587\u4ef6<\/li>\n<\/ol>\n<p><p>pydicom\u5141\u8bb8\u5bf9DICOM\u6587\u4ef6\u8fdb\u884c\u4fee\u6539\uff0c\u4f8b\u5982\u4fee\u6539\u5143\u6570\u636e\u3001\u6dfb\u52a0\u6216\u5220\u9664\u6807\u7b7e\u7b49\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u793a\u4f8b\uff0c\u6f14\u793a\u5982\u4f55\u4fee\u6539\u60a3\u8005\u59d3\u540d\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># \u4fee\u6539\u60a3\u8005\u59d3\u540d<\/p>\n<p>dataset.PatientName = &quot;New Patient Name&quot;<\/p>\n<h2><strong>\u4fdd\u5b58\u4fee\u6539\u540e\u7684DICOM\u6587\u4ef6<\/strong><\/h2>\n<p>dataset.save_as(&#39;modified_dicom_file.dcm&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u901a\u8fc7\u4e0a\u8ff0\u4ee3\u7801\uff0c\u6211\u4eec\u6210\u529f\u4fee\u6539\u4e86DICOM\u6587\u4ef6\u7684\u60a3\u8005\u59d3\u540d\uff0c\u5e76\u5c06\u4fee\u6539\u540e\u7684\u6587\u4ef6\u4fdd\u5b58\u4e3a\u65b0\u7684DICOM\u6587\u4ef6\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li>\u6279\u91cf\u5904\u7406DICOM\u6587\u4ef6<\/li>\n<\/ol>\n<p><p>\u5728\u533b\u5b66\u56fe\u50cf\u5904\u7406\u4e2d\uff0c\u5e38\u5e38\u9700\u8981\u6279\u91cf\u5904\u7406\u5927\u91cfDICOM\u6587\u4ef6\u3002pydicom\u53ef\u4ee5\u4e0eos\u5e93\u7ed3\u5408\u4f7f\u7528\uff0c\u5b9e\u73b0\u6279\u91cf\u8bfb\u53d6\u548c\u5904\u7406DICOM\u6587\u4ef6\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import os<\/p>\n<h2><strong>\u6307\u5b9aDICOM\u6587\u4ef6\u6240\u5728\u76ee\u5f55<\/strong><\/h2>\n<p>dicom_dir = &#39;path\/to\/dicom\/files\/&#39;<\/p>\n<h2><strong>\u904d\u5386\u76ee\u5f55\u4e2d\u7684\u6240\u6709DICOM\u6587\u4ef6<\/strong><\/h2>\n<p>for root, dirs, files in os.walk(dicom_dir):<\/p>\n<p>    for file in files:<\/p>\n<p>        if file.endswith(&#39;.dcm&#39;):<\/p>\n<p>            dicom_file_path = os.path.join(root, file)<\/p>\n<p>            dataset = pydicom.dcmread(dicom_file_path)<\/p>\n<p>            # \u5bf9DICOM\u6587\u4ef6\u8fdb\u884c\u5904\u7406<\/p>\n<p>            print(f&quot;Processing file: {dicom_file_path}&quot;)<\/p>\n<p>            # \u53ef\u4ee5\u5728\u8fd9\u91cc\u6dfb\u52a0\u5bf9DICOM\u6587\u4ef6\u7684\u5904\u7406\u903b\u8f91<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u901a\u8fc7\u4e0a\u8ff0\u4ee3\u7801\uff0c\u6211\u4eec\u53ef\u4ee5\u904d\u5386\u6307\u5b9a\u76ee\u5f55\u4e2d\u7684\u6240\u6709DICOM\u6587\u4ef6\uff0c\u5e76\u5bf9\u6bcf\u4e2a\u6587\u4ef6\u8fdb\u884c\u5904\u7406\u3002<\/p>\n<\/p>\n<p><p>\u4e09\u3001DICOM-NUMPY\u4e0eSIMPLEITK\u7684\u5e94\u7528<\/p>\n<\/p>\n<p><p>\u9664\u4e86pydicom\uff0cdicom-numpy\u548cSimpleITK\u4e5f\u662f\u5904\u7406DICOM\u6587\u4ef6\u7684\u5e38\u7528\u5de5\u5177\u3002\u5b83\u4eec\u63d0\u4f9b\u4e86\u66f4\u4e3a\u9ad8\u7ea7\u7684\u529f\u80fd\u548c\u66f4\u52a0\u4fbf\u6377\u7684\u56fe\u50cf\u5904\u7406\u80fd\u529b\u3002<\/p>\n<\/p>\n<ol>\n<li>dicom-numpy<\/li>\n<\/ol>\n<p><p>dicom-numpy\u662f\u4e00\u4e2a\u5c06DICOM\u56fe\u50cf\u6570\u636e\u8f6c\u6362\u4e3aNumPy\u6570\u7ec4\u7684\u5de5\u5177\uff0c\u7279\u522b\u9002\u5408\u4e8e3D\u533b\u5b66\u56fe\u50cf\u7684\u5904\u7406\u3002\u5b83\u53ef\u4ee5\u5c06\u591a\u4e2aDICOM\u5207\u7247\u5408\u6210\u4e3a\u4e00\u4e2a3D\u6570\u7ec4\uff0c\u4fbf\u4e8e\u540e\u7eed\u7684\u56fe\u50cf\u5206\u6790\u3002<\/p>\n<\/p>\n<p><p>\u5b89\u88c5dicom-numpy\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-shell\">pip install dicom-numpy<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4f7f\u7528dicom-numpy\u5c06DICOM\u6587\u4ef6\u8f6c\u6362\u4e3aNumPy\u6570\u7ec4\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import dicom_numpy<\/p>\n<h2><strong>\u6307\u5b9aDICOM\u6587\u4ef6\u6240\u5728\u76ee\u5f55<\/strong><\/h2>\n<p>dicom_dir = &#39;path\/to\/dicom\/files\/&#39;<\/p>\n<h2><strong>\u4f7f\u7528dicom-numpy\u8bfb\u53d6DICOM\u6587\u4ef6\u5e76\u8f6c\u6362\u4e3a3D\u6570\u7ec4<\/strong><\/h2>\n<p>volume, affine = dicom_numpy.combine_slices(dicom_dir)<\/p>\n<p>print(f&quot;Volume shape: {volume.shape}&quot;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u901a\u8fc7\u4e0a\u8ff0\u4ee3\u7801\uff0c\u6211\u4eec\u53ef\u4ee5\u5c06DICOM\u6587\u4ef6\u8f6c\u6362\u4e3a3D\u6570\u7ec4\uff0c\u65b9\u4fbf\u8fdb\u884c\u8fdb\u4e00\u6b65\u7684\u5206\u6790\u548c\u5904\u7406\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li>SimpleITK<\/li>\n<\/ol>\n<p><p>SimpleITK\u662f\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u7684\u533b\u5b66\u56fe\u50cf\u5904\u7406\u5e93\uff0c\u652f\u6301DICOM\u6587\u4ef6\u7684\u8bfb\u53d6\u3001\u5904\u7406\u548c\u5199\u5165\u3002\u5b83\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u56fe\u50cf\u5904\u7406\u7b97\u6cd5\uff0c\u9002\u5408\u4e8e\u590d\u6742\u7684\u533b\u5b66\u56fe\u50cf\u5904\u7406\u4efb\u52a1\u3002<\/p>\n<\/p>\n<p><p>\u5b89\u88c5SimpleITK\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-shell\">pip install SimpleITK<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4f7f\u7528SimpleITK\u8bfb\u53d6DICOM\u6587\u4ef6\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import SimpleITK as sitk<\/p>\n<h2><strong>\u6307\u5b9aDICOM\u6587\u4ef6\u8def\u5f84<\/strong><\/h2>\n<p>dicom_file_path = &#39;path\/to\/dicom\/file.dcm&#39;<\/p>\n<h2><strong>\u4f7f\u7528SimpleITK\u8bfb\u53d6DICOM\u6587\u4ef6<\/strong><\/h2>\n<p>image = sitk.ReadImage(dicom_file_path)<\/p>\n<h2><strong>\u83b7\u53d6\u56fe\u50cf\u6570\u636e<\/strong><\/h2>\n<p>image_data = sitk.GetArrayFromImage(image)<\/p>\n<p>print(f&quot;Image shape: {image_data.shape}&quot;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u901a\u8fc7SimpleITK\uff0c\u6211\u4eec\u53ef\u4ee5\u8f7b\u677e\u8bfb\u53d6DICOM\u6587\u4ef6\uff0c\u5e76\u5c06\u5176\u8f6c\u6362\u4e3aNumPy\u6570\u7ec4\u8fdb\u884c\u5904\u7406\u3002\u6b64\u5916\uff0cSimpleITK\u8fd8\u652f\u6301\u5404\u79cd\u56fe\u50cf\u5904\u7406\u64cd\u4f5c\uff0c\u4f8b\u5982\u5e73\u6ed1\u3001\u5206\u5272\u3001\u914d\u51c6\u7b49\u3002<\/p>\n<\/p>\n<p><p>\u56db\u3001\u603b\u7ed3<\/p>\n<\/p>\n<p><p>Python\u63d0\u4f9b\u4e86\u591a\u79cd\u5de5\u5177\u548c\u5e93\u6765\u5904\u7406DICOM\u6587\u4ef6\uff0c\u5176\u4e2dpydicom\u3001dicom-numpy\u548cSimpleITK\u662f\u6700\u5e38\u7528\u7684\u9009\u62e9\u3002pydicom\u4ee5\u5176\u7075\u6d3b\u6027\u548c\u6613\u7528\u6027\u53d7\u5230\u5e7f\u6cdb\u6b22\u8fce\uff0c\u9002\u5408\u4e8e\u5404\u79cdDICOM\u6587\u4ef6\u7684\u8bfb\u53d6\u548c\u5904\u7406\u4efb\u52a1\u3002dicom-numpy\u548cSimpleITK\u5219\u63d0\u4f9b\u4e86\u66f4\u52a0\u9ad8\u7ea7\u7684\u529f\u80fd\u548c\u66f4\u52a0\u4fbf\u6377\u7684\u56fe\u50cf\u5904\u7406\u80fd\u529b\uff0c\u9002\u5408\u4e8e\u590d\u6742\u7684\u533b\u5b66\u56fe\u50cf\u5904\u7406\u4efb\u52a1\u3002<\/p>\n<\/p>\n<p><p>\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u9009\u62e9\u5408\u9002\u7684\u5de5\u5177\u548c\u5e93\u53d6\u51b3\u4e8e\u5177\u4f53\u7684\u9700\u6c42\u548c\u4efb\u52a1\u590d\u6742\u5ea6\u3002\u901a\u8fc7\u5408\u7406\u4f7f\u7528\u8fd9\u4e9b\u5de5\u5177\uff0c\u6211\u4eec\u53ef\u4ee5\u9ad8\u6548\u5730\u5904\u7406DICOM\u6587\u4ef6\uff0c\u652f\u6301\u533b\u5b66\u56fe\u50cf\u7684\u5206\u6790\u548c\u7814\u7a76\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u5728Python\u4e2d\u5b89\u88c5\u5904\u7406DICOM\u6587\u4ef6\u6240\u9700\u7684\u5e93\uff1f<\/strong><br \/>\u8981\u5728Python\u4e2d\u8bfb\u53d6DICOM\u6587\u4ef6\uff0c\u60a8\u9700\u8981\u5b89\u88c5\u4e13\u95e8\u5904\u7406DICOM\u683c\u5f0f\u7684\u5e93\uff0c\u6bd4\u5982pydicom\u3002\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u5728\u547d\u4ee4\u884c\u4e2d\u5b89\u88c5\u5b83\uff1a  <\/p>\n<pre><code class=\"language-bash\">pip install pydicom\n<\/code><\/pre>\n<p>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u60a8\u5c31\u53ef\u4ee5\u4f7f\u7528pydicom\u5e93\u6765\u8bfb\u53d6\u548c\u5904\u7406DICOM\u6587\u4ef6\u3002<\/p>\n<p><strong>\u5728Python\u4e2d\u8bfb\u53d6DICOM\u6587\u4ef6\u65f6\uff0c\u5982\u4f55\u67e5\u770b\u6587\u4ef6\u7684\u5143\u6570\u636e\uff1f<\/strong><br \/>\u4f7f\u7528pydicom\u5e93\u8bfb\u53d6DICOM\u6587\u4ef6\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u8bbf\u95ee\u6587\u4ef6\u5bf9\u8c61\u7684\u5c5e\u6027\u6765\u67e5\u770b\u5143\u6570\u636e\u3002\u4f8b\u5982\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u4ee3\u7801\u8bfb\u53d6\u6587\u4ef6\u5e76\u6253\u5370\u51fa\u5143\u6570\u636e\uff1a  <\/p>\n<pre><code class=\"language-python\">import pydicom\n\ndicom_file = pydicom.dcmread(&#39;your_file.dcm&#39;)\nprint(dicom_file)\n<\/code><\/pre>\n<p>\u8fd9\u5c06\u663e\u793aDICOM\u6587\u4ef6\u4e2d\u7684\u6240\u6709\u5143\u6570\u636e\uff0c\u5305\u62ec\u60a3\u8005\u4fe1\u606f\u3001\u6210\u50cf\u8bbe\u5907\u4fe1\u606f\u7b49\u3002<\/p>\n<p><strong>\u5982\u4f55\u5904\u7406\u5927\u578bDICOM\u6587\u4ef6\u6216DICOM\u5e8f\u5217\uff1f<\/strong><br \/>\u5904\u7406\u5927\u578bDICOM\u6587\u4ef6\u6216\u5e8f\u5217\u65f6\uff0c\u53ef\u4ee5\u4f7f\u7528pydicom\u7684\u9010\u5757\u8bfb\u53d6\u529f\u80fd\uff0c\u6216\u5c06\u591a\u4e2aDICOM\u6587\u4ef6\u8bfb\u5165\u4e00\u4e2a\u5217\u8868\u4e2d\u3002\u4ee5\u4e0b\u662f\u8bfb\u53d6\u4e00\u7cfb\u5217DICOM\u6587\u4ef6\u7684\u793a\u4f8b\uff1a  <\/p>\n<pre><code class=\"language-python\">import pydicom\nimport os\n\ndicom_dir = &#39;path\/to\/dicom_directory&#39;\ndicom_files = [pydicom.dcmread(os.path.join(dicom_dir, f)) for f in os.listdir(dicom_dir) if f.endswith(&#39;.dcm&#39;)]\n<\/code><\/pre>\n<p>\u8fd9\u6837\uff0c\u60a8\u53ef\u4ee5\u5c06\u6240\u6709DICOM\u6587\u4ef6\u52a0\u8f7d\u5230\u4e00\u4e2a\u5217\u8868\u4e2d\uff0c\u65b9\u4fbf\u8fdb\u884c\u8fdb\u4e00\u6b65\u5904\u7406\u548c\u5206\u6790\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"Python\u8bfb\u53d6DICOM\u6587\u4ef6\u7684\u65b9\u6cd5\u6709\u591a\u79cd\uff0c\u5176\u4e2d\u5e38\u7528\u7684\u5de5\u5177\u5305\u62ecpydicom\u3001dicom-numpy\u548cSimp [&hellip;]","protected":false},"author":3,"featured_media":937756,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/937751"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=937751"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/937751\/revisions"}],"predecessor-version":[{"id":937757,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/937751\/revisions\/937757"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/937756"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=937751"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=937751"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=937751"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}