{"id":79408,"date":"2026-03-02T00:09:03","date_gmt":"2026-03-01T16:09:03","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/79408.html"},"modified":"2026-03-02T00:09:03","modified_gmt":"2026-03-01T16:09:03","slug":"dicom%e4%bb%8b%e7%bb%8d%e4%b8%8e%e5%ae%9e%e6%88%98%ef%bc%9a%e6%96%87%e4%bb%b6%e8%a7%a3%e6%9e%90%e3%80%81java-python%e5%ba%93%e3%80%81monai%e3%80%81medimageinsight","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/79408.html","title":{"rendered":"DICOM\u4ecb\u7ecd\u4e0e\u5b9e\u6218\uff1a\u6587\u4ef6\u89e3\u6790\u3001Java\/Python\u5e93\u3001MONAI\u3001MedImageInsight"},"content":{"rendered":"<h2>\u6982\u8ff0<\/h2>\n<p>Digital Imaging and Communications in Medicine&#xff0c;\u533b\u5b66\u6570\u5b57\u6210\u50cf\u548c\u901a\u4fe1&#xff0c;\u7b80\u79f0DICOM&#xff0c;\u4e00\u79cd\u7528\u4e8e\u5b58\u50a8\u548c\u4f20\u8f93\u5982X\u5149\u3001CT\u3001MRI\u3001\u8d85\u58f0\u7b49\u533b\u5b66\u5f71\u50cf\u6570\u636e\u7684\u56fd\u9645\u6807\u51c6\u3002<\/p>\n<p>\u4e3b\u8981\u7279\u70b9\u662f\u6807\u51c6\u5316&#xff0c;\u786e\u4fdd\u4e0d\u540c\u533b\u7597\u8bbe\u5907\u548c\u7cfb\u7edf\u95f4\u53ef\u4ee5\u76f8\u4e92\u517c\u5bb9\u3001\u5171\u4eab\u548c\u89e3\u8bfb\u533b\u5b66\u5f71\u50cf\u3002\u5173\u952e\u7279\u5f81&#xff1a;<\/p>\n<ul>\n<li>\u5185\u5bb9\u4e30\u5bcc&#xff1a;\u5305\u542b\u56fe\u50cf\u6570\u636e\u548c\u4e30\u5bcc\u7684\u5143\u6570\u636e\u3002<\/li>\n<li>\u5e7f\u6cdb\u5e94\u7528&#xff1a;\u653e\u5c04\u79d1\u3001\u5fc3\u8840\u7ba1\u79d1\u3001\u773c\u79d1\u3001\u7259\u79d1\u7b49\u9886\u57df\u3002<\/li>\n<li>\u6807\u51c6\u5236\u5b9a&#xff1a;\u7531\u7f8e\u56fd\u56fd\u5bb6\u7535\u6c14\u5236\u9020\u5546\u534f\u4f1a&#xff08;NEMA&#xff09;\u5f00\u53d1\u3002<\/li>\n<\/ul>\n<h3>\u6807\u51c6<\/h3>\n<p>\u81ea\u4ece1985\u5e74\u9996\u6b21\u53d1\u5e03\u4ee5\u6765&#xff0c;\u6807\u51c6\u5df2\u7ecf\u5386\u591a\u6b21\u4fee\u8ba2\u548c\u6269\u5c55&#xff0c;\u4ee5\u9002\u5e94\u4e0d\u65ad\u53d1\u5c55\u7684\u533b\u5b66\u5f71\u50cf\u6280\u672f\u548c\u9700\u6c42\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/03\/20260301160901-69a4649dd8a22.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u5f53\u524d\u6700\u65b0\u7248\u672c\u4e3a2026a\u3002<\/p>\n<h3>\u6570\u636e\u5b57\u5178<\/h3>\n<p>DICOM\u6570\u636e\u5b57\u5178&#xff0c;\u5b9a\u4e49DICOM\u6587\u4ef6\u4e2d\u4f7f\u7528\u7684\u4e0a\u5343\u4e2a\u6570\u636e\u5143\u7d20\u53ca\u5176\u5c5e\u6027&#xff0c;\u5206\u6210\u56db\u7c7b&#xff1a;<\/p>\n<li>DICOM Data Elements<\/li>\n<li>DICOM File Meta Elements<\/li>\n<li>DICOM Directory Structuring Elements<\/li>\n<li>DICOM Dynamic RTP Payload Elements<\/li>\n<p>\u6570\u636e\u5b57\u5178\u683c\u5f0f&#xff1a;<\/p>\n<ul>\n<li>Tag&#xff1a;\u6807\u7b7e&#xff0c;\u76f8\u5f53\u4e8e\u552f\u4e00ID&#xff0c;\u7531\u4e24\u4e2a\u5341\u516d\u8fdb\u5236\u6570\u5b57\u7ec4\u6210&#xff0c;\u5206\u522b\u8868\u793a\u7ec4\u53f7\u548c\u5143\u7d20\u53f7&#xff0c;\u6807\u51c6\u6570\u636e\u5143\u7d20\u7684\u7ec4\u53f7\u4e3a\u5076\u6570&#xff0c;\u79c1\u6709\u6570\u636e\u5143\u7d20\u7ec4\u53f7\u4e3a\u5947\u6570\u3002<\/li>\n<li>Name&#xff1a;\u540d\u79f0&#xff0c;\u63cf\u8ff0\u8be5\u5143\u7d20\u7684\u542b\u4e49\u3002<\/li>\n<li>Keyword&#xff1a;\u5173\u952e\u5b57&#xff0c;\u901a\u5e38\u662f\u540d\u79f0\u7684\u7b80\u5199\u5f62\u5f0f\u3002<\/li>\n<li>VR&#xff1a;Value Representation&#xff0c;\u503c\u8868\u793a&#xff0c;\u5b9a\u4e49\u8be5\u5143\u7d20\u7684\u6570\u636e\u7c7b\u578b&#xff0c;\u5982&#xff1a;UL&#xff08;Unsigned Long&#xff09;\u3001CS&#xff08;Code String&#xff09;\u3001PN&#xff08;Person Name&#xff09;\u7b49\u3002<\/li>\n<li>VM&#xff1a;Value Multiplicity&#xff0c;\u503c\u591a\u91cd\u6027&#xff0c;\u8868\u793a\u8be5\u5143\u7d20\u53ef\u4ee5\u5305\u542b\u591a\u5c11\u4e2a\u503c&#xff08;\u5982\u5355\u503c\u3001\u591a\u503c\u7b49&#xff09;\u3002<\/li>\n<li>\u8bf4\u660e&#xff0c;Description<\/li>\n<\/ul>\n<p>\u90e8\u5206\u5e38\u89c1\u6570\u636e\u5143\u7d20<\/p>\n<table>\n<tr>\u6807\u7b7e(Tag)\u540d\u79f0\u5173\u952e\u5b57VRVM\u8bf4\u660e(Description)<\/tr>\n<tbody>\n<tr>\n<td align=\"left\">(0010,0010)<\/td>\n<td align=\"left\">Patient\u2019s Name<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">PN<\/td>\n<td align=\"left\">1<\/td>\n<td align=\"left\">\u60a3\u8005\u59d3\u540d<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">(0010,0020)<\/td>\n<td align=\"left\">Patient ID<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">LO<\/td>\n<td align=\"left\">1<\/td>\n<td align=\"left\">\u60a3\u8005\u6807\u8bc6<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">(0008,0060)<\/td>\n<td align=\"left\">Modality<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">CS<\/td>\n<td align=\"left\">1<\/td>\n<td align=\"left\">\u68c0\u67e5\u6a21\u6001&#xff08;\u5982CT\u3001MR\u3001US\u7b49&#xff09;<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">(0028,0010)<\/td>\n<td align=\"left\">Rows<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">US<\/td>\n<td align=\"left\">1<\/td>\n<td align=\"left\">\u56fe\u50cf\u7684\u884c\u6570<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">(0028,0011)<\/td>\n<td align=\"left\">Columns<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">US<\/td>\n<td align=\"left\">1<\/td>\n<td align=\"left\">\u56fe\u50cf\u7684\u5217\u6570<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">(0028,0030)<\/td>\n<td align=\"left\">Pixel Spacing<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">DS<\/td>\n<td align=\"left\">2<\/td>\n<td align=\"left\">\u50cf\u7d20\u95f4\u8ddd&#xff08;\u884c\u95f4\u8ddd\u548c\u5217\u95f4\u8ddd&#xff0c;\u5355\u4f4d\u4e3a\u6beb\u7c73&#xff09;<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">(0028,1050)<\/td>\n<td align=\"left\">Window Center<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">DS<\/td>\n<td align=\"left\">1-n<\/td>\n<td align=\"left\">\u7a97\u53e3\u4e2d\u5fc3\u503c<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">(0028,1051)<\/td>\n<td align=\"left\">Window Width<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">DS<\/td>\n<td align=\"left\">1-n<\/td>\n<td align=\"left\">\u7a97\u53e3\u5bbd\u5ea6\u503c<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">(0028,0008)<\/td>\n<td align=\"left\">Number of Frames<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">IS<\/td>\n<td align=\"left\">1<\/td>\n<td align=\"left\">\u56fe\u50cf\u7684\u5e27\u6570&#xff08;\u5bf9\u4e8e\u591a\u5e27\u56fe\u50cf&#xff09;<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u6587\u4ef6<\/h3>\n<p>\u666e\u901a\u56fe\u50cf\u67e5\u770b\u5668\u901a\u5e38\u6253\u4e0d\u5f00\u5b83&#xff0c;\u9700\u8981\u4f7f\u7528\u4e13\u4e1a\u7684DICOM\u67e5\u770b\u8f6f\u4ef6&#xff0c;\u5982MicroDicom\u3001RadiAnt\u6216GIMP\u7b49&#xff0c;\u6765\u6253\u5f00\u3001\u67e5\u770b\u548c\u8f6c\u6362\u6210JPG\u7b49\u683c\u5f0f\u3002<\/p>\n<p>\u5982\u4f55\u6253\u5f00DCM\u6587\u4ef6&#xff1a;<\/p>\n<ul>\n<li>\u4e13\u7528\u8f6f\u4ef6&#xff1a;\u5982RadiAnt DICOM Viewer\u3001MicroDicom\u62163DICOM Viewer\u514d\u8d39\u6216\u4ed8\u8d39DICOM\u6d4f\u89c8\u5668\u3002<\/li>\n<li>\u56fe\u50cf\u5904\u7406\u8f6f\u4ef6&#xff1a;GIMP(\u652f\u6301\u591a\u5e73\u53f0)\u4e5f\u80fd\u6253\u5f00\u90e8\u5206DCM\u6587\u4ef6\u3002<\/li>\n<li>\u5728\u7ebf\u5de5\u5177&#xff1a;\u4e00\u4e9b\u5728\u7ebf\u670d\u52a1\u4e5f\u63d0\u4f9bDCM\u8f6cJPG\u7b49\u529f\u80fd&#xff0c;\u4f46\u53ef\u80fd\u53d7\u6587\u4ef6\u5927\u5c0f\u6216\u6570\u91cf\u9650\u5236\u3002<\/li>\n<\/ul>\n<p>\u8f6c\u6362DCM\u6587\u4ef6&#xff1a;\u4f7f\u7528\u4e0a\u8ff0\u4e13\u7528\u8f6f\u4ef6&#xff0c;\u5728File\u83dc\u5355\u4e0b\u627e\u5230Export\u6216Save As\u9009\u9879&#xff0c;\u5c06\u5176\u8f6c\u6362\u4e3aJPEG\u3001PNG\u7b49\u5e38\u7528\u683c\u5f0f\u3002<\/p>\n<h2>\u5e93<\/h2>\n<p>\u7b80\u5355\u6c47\u603b\u4ecb\u7ecd\u51e0\u4e2aJava\u548cPython\u5e93&#xff1a;<\/p>\n<ul>\n<li>dcm4che<\/li>\n<li>DCMTK<\/li>\n<li>PyDicom<\/li>\n<\/ul>\n<h3>dcm4che<\/h3>\n<p>\u5e7f\u6cdb\u4f7f\u7528\u7684\u5f00\u6e90Java\u5e93&#xff0c;GitHub&#xff0c;\u4e13\u4e3a\u5904\u7406DICOM\u6587\u4ef6\u800c\u8bbe\u8ba1&#xff0c;\u63d0\u4f9b\u4e30\u5bcc\u7684API&#xff0c;\u652f\u6301\u8bfb\u53d6\u3001\u89e3\u6790\u3001\u4fee\u6539\u3001\u663e\u793a\u3001\u5b58\u50a8\u3001\u4f20\u8f93DICOM\u6587\u4ef6\u3002<\/p>\n<p>Maven\u9879\u76ee\u5f15\u5165\u4f9d\u8d56&#xff1a;<\/p>\n<p><span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>dependency<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>groupId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>org.dcm4che<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>groupId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>artifactId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>dcm4che-core<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>artifactId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>version<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>5.34.1<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>version<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>scope<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>compile<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>scope<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>dependency<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p>\u793a\u4f8b\u7a0b\u5e8f&#xff1a;<\/p>\n<p><span class=\"token keyword\">private<\/span> <span class=\"token keyword\">static<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">Set<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token constant\">ALLOWED_FILE_EXT<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token class-name\">Sets<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">newHashSet<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;dcm&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;dicom&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token keyword\">public<\/span> <span class=\"token keyword\">static<\/span> <span class=\"token class-name\">String<\/span> <span class=\"token function\">parseDcm<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">MultipartFile<\/span> img<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token class-name\">String<\/span> suffix <span class=\"token operator\">&#061;<\/span> <span class=\"token class-name\">FileUtil<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">getSuffix<\/span><span class=\"token punctuation\">(<\/span>img<span class=\"token punctuation\">.<\/span><span class=\"token function\">getOriginalFilename<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token constant\">ALLOWED_FILE_EXT<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">contains<\/span><span class=\"token punctuation\">(<\/span>suffix<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token keyword\">try<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token class-name\">DicomInputStream<\/span> dis <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">DicomInputStream<\/span><span class=\"token punctuation\">(<\/span>img<span class=\"token punctuation\">.<\/span><span class=\"token function\">getInputStream<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token class-name\">Attributes<\/span> attr <span class=\"token operator\">&#061;<\/span> dis<span class=\"token punctuation\">.<\/span><span class=\"token function\">readDataset<\/span><span class=\"token punctuation\">(<\/span><span class=\"token operator\">&#8211;<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token class-name\">String<\/span> patientId <span class=\"token operator\">&#061;<\/span> attr<span class=\"token punctuation\">.<\/span><span class=\"token function\">getString<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Tag<span class=\"token punctuation\">.<\/span>PatientID<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token class-name\">String<\/span> patientName <span class=\"token operator\">&#061;<\/span> attr<span class=\"token punctuation\">.<\/span><span class=\"token function\">getString<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Tag<span class=\"token punctuation\">.<\/span>PatientName<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token comment\">\/\/ logging<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h3>DCMTK<\/h3>\n<p>\u5f00\u6e90\u7684\u533b\u5b66\u5f71\u50cf\u5904\u7406Java\u5e93&#xff0c;\u63d0\u4f9b\u4e30\u5bcc\u7684\u529f\u80fd&#xff0c;\u5305\u62ec\u89e3\u6790\u3001\u8bfb\u5199\u548c\u5904\u7406DICOM\u6587\u4ef6\u3002<\/p>\n<p>Gradle\u9879\u76ee\u5f15\u5165\u4f9d\u8d56&#xff1a;implementation &#039;org.dcmtk:dcmtk:3.6.5&#039;<\/p>\n<p>\u793a\u4f8b&#xff1a;<\/p>\n<p><span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>dcmtk<span class=\"token punctuation\">.<\/span>dcmdata<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">DcmFileFormat<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>dcmtk<span class=\"token punctuation\">.<\/span>dcmdata<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">DcmObject<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>dcmtk<span class=\"token punctuation\">.<\/span>dcmdata<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Tag<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>dcmtk<span class=\"token punctuation\">.<\/span>dcmdata<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">TagPath<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>dcmtk<span class=\"token punctuation\">.<\/span>dcmdata<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">VR<\/span><\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token keyword\">public<\/span> <span class=\"token keyword\">class<\/span> <span class=\"token class-name\">DicomParser<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token keyword\">public<\/span> <span class=\"token keyword\">static<\/span> <span class=\"token keyword\">void<\/span> <span class=\"token function\">main<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span> args<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token class-name\">String<\/span> filePath <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\/path\/to\/dicom\/file.dcm&#034;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token class-name\">DcmFileFormat<\/span> dcmFileFormat <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">DcmFileFormat<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>dcmFileFormat<span class=\"token punctuation\">.<\/span><span class=\"token function\">loadFile<\/span><span class=\"token punctuation\">(<\/span>filePath<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">good<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token comment\">\/\/ \u83b7\u53d6\u6570\u636e\u96c6\u5bf9\u8c61<\/span><br \/>\n<span class=\"token class-name\">DcmObject<\/span> dcmObject <span class=\"token operator\">&#061;<\/span> dcmFileFormat<span class=\"token punctuation\">.<\/span><span class=\"token function\">getDataset<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token class-name\">String<\/span> patientName <span class=\"token operator\">&#061;<\/span> dcmObject<span class=\"token punctuation\">.<\/span><span class=\"token function\">getString<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Tag<span class=\"token punctuation\">.<\/span>PatientName<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token class-name\">String<\/span> patientID <span class=\"token operator\">&#061;<\/span> dcmObject<span class=\"token punctuation\">.<\/span><span class=\"token function\">getString<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Tag<span class=\"token punctuation\">.<\/span>PatientID<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token comment\">\/\/ \u83b7\u53d6\u56fe\u50cf\u5bbd\u5ea6\u3001\u9ad8\u5ea6<\/span><br \/>\n<span class=\"token keyword\">int<\/span> width <span class=\"token operator\">&#061;<\/span> dcmObject<span class=\"token punctuation\">.<\/span><span class=\"token function\">getInt<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Tag<span class=\"token punctuation\">.<\/span>Columns<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">int<\/span> height <span class=\"token operator\">&#061;<\/span> dcmObject<span class=\"token punctuation\">.<\/span><span class=\"token function\">getInt<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Tag<span class=\"token punctuation\">.<\/span>Rows<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token comment\">\/\/ \u83b7\u53d6\u50cf\u7d20\u6570\u636e\u7c7b\u578b<\/span><br \/>\n<span class=\"token class-name\">VR<\/span> pixelDataType <span class=\"token operator\">&#061;<\/span> dcmObject<span class=\"token punctuation\">.<\/span><span class=\"token function\">getVR<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Tag<span class=\"token punctuation\">.<\/span>PixelData<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span> <span class=\"token keyword\">else<\/span> <span class=\"token punctuation\">{<\/span><br \/>\nlog<span class=\"token punctuation\">.<\/span><span class=\"token function\">error<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;Failed to load DICOM file:{}.&#034;<\/span><span class=\"token punctuation\">,<\/span> filePath<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h3>PyDicom<\/h3>\n<p>\u7528\u4e8e\u5904\u7406DICOM\u6587\u4ef6\u7684\u5f00\u6e90&#xff08;GitHub&#xff0c;&#xff09;Python\u5e93\u3002\u5141\u8bb8\u7528\u6237\u8bfb\u53d6\u3001\u4fee\u6539\u548c\u521b\u5efaDICOM\u6587\u4ef6&#xff0c;\u652f\u6301\u5927\u90e8\u5206DICOM\u6807\u51c6\u7684\u6570\u636e\u5143\u7d20\u548c\u529f\u80fd\u3002<\/p>\n<p>PyDicom\u4f7f\u7528\u5185\u7f6e\u7684\u6570\u636e\u5b57\u5178\u6765\u89e3\u91caDICOM\u6587\u4ef6\u4e2d\u7684\u6570\u636e\u5143\u7d20&#xff0c;\u5305\u542bDICOM\u6807\u51c6\u4e2d\u5b9a\u4e49\u7684&#xff08;\u9664Dynamic RTP Payload Elements\u5916&#xff09;\u6240\u6709\u6570\u636e\u5143\u7d20\u53ca\u5176\u5c5e\u6027&#xff0c;\u53ef\u5728_dicom_dict.py\u6587\u4ef6\u4e2d\u5bf9\u7167\u6807\u51c6\u67e5\u770b\u3002<\/p>\n<p>\u5b89\u88c5&#xff1a;pip install pydicom matplotlib<\/p>\n<p>\u793a\u4f8b&#xff1a;<\/p>\n<p><span class=\"token keyword\">import<\/span> matplotlib<span class=\"token punctuation\">.<\/span>pyplot <span class=\"token keyword\">as<\/span> plt<br \/>\n<span class=\"token keyword\">import<\/span> pydicom<\/p>\n<p>file_name <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;\/P202601010001_\u809d\u7a7f\u523a_HE\u67d3\u8272_20250923_001.dcm&#039;<\/span><\/p>\n<p>ds <span class=\"token operator\">&#061;<\/span> pydicom<span class=\"token punctuation\">.<\/span>dcmread<span class=\"token punctuation\">(<\/span>file_name<span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span><span class=\"token builtin\">len<\/span><span class=\"token punctuation\">(<\/span>ds<span class=\"token punctuation\">.<\/span>file_meta<span class=\"token punctuation\">.<\/span>keys<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> &#043; <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span><span class=\"token builtin\">len<\/span><span class=\"token punctuation\">(<\/span>ds<span class=\"token punctuation\">.<\/span>keys<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> Tags&#xff1a;&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">for<\/span> key <span class=\"token keyword\">in<\/span> ds<span class=\"token punctuation\">.<\/span>file_meta<span class=\"token punctuation\">.<\/span>keys<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>key<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>ds<span class=\"token punctuation\">.<\/span>file_meta<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span>key<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">for<\/span> key <span class=\"token keyword\">in<\/span> ds<span class=\"token punctuation\">.<\/span>keys<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>key<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>ds<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span>key<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\\\\n&#8212;\\\\n&#039;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;SOP\u7c7b&#8230;&#8230;&#8230;.: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>ds<span class=\"token punctuation\">.<\/span>SOPClassUID<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> (<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>ds<span class=\"token punctuation\">.<\/span>SOPClassUID<span class=\"token punctuation\">.<\/span>name<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">)&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u60a3\u8005\u59d3\u540d&#8230;&#8230;..: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>ds<span class=\"token punctuation\">.<\/span>PatientName<span class=\"token punctuation\">.<\/span>family_comma_given<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u68c0\u67e5\u6a21\u6001&#8230;&#8230;..: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>ds<span class=\"token punctuation\">.<\/span>Modality<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u56fe\u50cf\u5c3a\u5bf8&#8230;&#8230;..: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>ds<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token number\">0x00280010<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>value<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> x <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>ds<span class=\"token punctuation\">[<\/span><span class=\"token number\">0x0028<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">0x0011<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>value<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u50cf\u7d20\u6570\u7ec4\u7ef4\u5ea6&#8230;..: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>ds<span class=\"token punctuation\">.<\/span>pixel_array<span class=\"token punctuation\">.<\/span>ndim<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u50cf\u7d20\u6570\u7ec4\u5f62\u72b6&#8230;..: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>ds<span class=\"token punctuation\">.<\/span>pixel_array<span class=\"token punctuation\">.<\/span>shape<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u56fe\u50cf\u5e27\u6570&#8230;&#8230;..: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>ds<span class=\"token punctuation\">.<\/span>NumberOfFrames<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u534f\u8bae\u540d\u79f0&#8230;&#8230;..: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>ds<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;ProtocolName&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;(\u7f3a\u5931)&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u68c0\u67e5\u90e8\u4f4d&#8230;&#8230;..: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>ds<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;BodyPartExamined&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;(\u7f3a\u5931)&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u5207\u7247\u4f4d\u7f6e&#8230;&#8230;..: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>ds<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;SliceLocation&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;(\u7f3a\u5931)&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">if<\/span> ds<span class=\"token punctuation\">.<\/span>pixel_array<span class=\"token punctuation\">.<\/span>ndim <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token number\">2<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    plt<span class=\"token punctuation\">.<\/span>imsave<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;.\/test.jpg&#039;<\/span><span class=\"token punctuation\">,<\/span> ds<span class=\"token punctuation\">.<\/span>pixel_array<span class=\"token punctuation\">,<\/span> cmap<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#039;gray&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">else<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">for<\/span> i <span class=\"token keyword\">in<\/span> <span class=\"token builtin\">range<\/span><span class=\"token punctuation\">(<\/span>ds<span class=\"token punctuation\">.<\/span>pixel_array<span class=\"token punctuation\">.<\/span>shape<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        png_file <span class=\"token operator\">&#061;<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#039;.\/test\/test_<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>i<span class=\"token punctuation\">:<\/span><span class=\"token format-spec\">03d<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">.jpg&#039;<\/span><\/span><br \/>\n        plt<span class=\"token punctuation\">.<\/span>imsave<span class=\"token punctuation\">(<\/span>png_file<span class=\"token punctuation\">,<\/span> ds<span class=\"token punctuation\">.<\/span>pixel_array<span class=\"token punctuation\">[<\/span>i<span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">:<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">:<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span> cmap<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#039;gray&#039;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h2>AI<\/h2>\n<h3>MONAI<\/h3>\n<p>\u5b98\u7f51&#xff0c;\u4e13\u95e8\u4e3a\u533b\u7597\u5f71\u50cfAI\u5f00\u53d1\u7684\u5f00\u6e90&#xff08;GitHub&#xff0c;7.9K Star&#xff0c;1.4K Fork&#xff09;\u6846\u67b6&#xff0c;\u57fa\u4e8ePyTorch&#xff0c;\u96c6\u6210\u5404\u79cd\u533b\u5b66\u56fe\u50cf\u9884\u5904\u7406\u3001\u5206\u5272\u3001\u5206\u7c7b\u5de5\u5177\u3002\u533b\u751f\u548c\u5f00\u53d1\u8005\u7528\u5b83\u80fd\u5feb\u901f\u5f00\u53d1\u80bf\u7624\u68c0\u6d4b\u3001\u5668\u5b98\u5206\u5272\u7b49\u6a21\u578b&#xff0c;\u4e0d\u7528\u518d\u4ece\u96f6\u5904\u7406DICOM\u8fd9\u7c7b\u7279\u6b8a\u683c\u5f0f\u3002<\/p>\n<p>\u6838\u5fc3\u7279\u70b9&#xff1a;<\/p>\n<ul>\n<li>\u533b\u7597\u4e13\u7528&#xff1a;\u652f\u6301DICOM\u683c\u5f0f\u30013D\u5f71\u50cf\u5904\u7406&#xff08;CT\/MRI\u5e38\u7528&#xff09;&#xff0c;\u8d34\u5408\u533b\u7597\u573a\u666f&#xff1b;<\/li>\n<li>\u6a21\u578b\u4e30\u5bcc&#xff1a;\u5185\u7f6e\u80bf\u7624\u5206\u5272\u3001\u75c5\u7076\u68c0\u6d4b\u7b49\u9884\u8bad\u7ec3\u6a21\u578b&#xff0c;\u5f00\u7bb1\u5373\u7528&#xff1b;<\/li>\n<li>\u5408\u89c4\u53cb\u597d&#xff1a;\u9075\u5faa\u533b\u7597\u6570\u636e\u9690\u79c1\u89c4\u8303&#xff0c;\u9002\u5408\u533b\u9662\u3001\u79d1\u7814\u673a\u6784\u4f7f\u7528\u3002<\/li>\n<\/ul>\n<p>\u5e94\u7528\u573a\u666f&#xff1a;\u533b\u5b66\u5f71\u50cf\u8f85\u52a9\u8bca\u65ad&#xff08;\u5982CT\u80ba\u7ed3\u8282\u68c0\u6d4b&#xff09;\u3001\u75c5\u7076\u5206\u5272\u3001\u533b\u7597\u56fe\u50cf\u5206\u6790\u7814\u7a76\u3002<\/p>\n<p>\u9879\u76ee\u5bf9\u6bd4&#xff1a;\u548c\u666e\u901aCV\u6846\u67b6&#xff08;\u5982PyTorch\u3001Lightning&#xff09;\u6bd4&#xff0c;MONAI\u80dc\u5728\u533b\u7597\u4e13\u7528\u5de5\u5177\u591a&#xff0c;\u4e0d\u7528\u81ea\u5df1\u5199\u533b\u5b66\u56fe\u50cf\u9884\u5904\u7406\u4ee3\u7801\u3002<\/p>\n<h3>MedImageInsight<\/h3>\n<p>\u8bba\u6587&#xff0c;\u5fae\u8f6f\u56e2\u961f\u63d0\u51fa\u7528\u4e8e\u533b\u5b66\u56fe\u50cf\u7684\u5f00\u6e90\u5d4c\u5165\u6a21\u578bMedImageInsight&#xff0c;\u91c7\u7528\u7c7b\u4f3cCLIP\u7684\u53cc\u5854\u67b6\u6784&#xff1a;\u56fe\u50cf\u7f16\u7801\u5668&#043;\u6587\u672c\u7f16\u7801\u5668\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/03\/20260301160901-69a4649de9ff2.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u5728\u672a\u7ecf\u5fae\u8c03\u7684\u60c5\u51b5\u4e0b&#xff0c;\u5373\u53ef\u5728\u5206\u7c7b\u3001\u56fe\u50cf\u68c0\u7d22\u3001\u62a5\u544a\u751f\u6210\u7b49\u591a\u79cd\u533b\u5b66\u56fe\u50cf\u4efb\u52a1\u4e2d\u8868\u73b0\u51fa\u8272\u3002<\/p>\n<p>Thelion.ai\u7ec4\u7ec7\u5728HF\u5f00\u6e90\u6a21\u578b\u6743\u91cd&#xff0c;GitHub\u5728HF\u57fa\u7840\u4e0a\u901a\u8fc7GitHub Actions \u6784\u5efaDocker\u955c\u50cf&#xff1a;<\/p>\n<ul>\n<li>CPU\u7248\u672c&#xff1a;alphahinex\/medimageinsights:cpu<\/li>\n<li>GPU\u7248\u672c&#xff1a;alphahinex\/medimageinsights:gpu<\/li>\n<\/ul>\n<p>\u4e00\u884c\u547d\u4ee4\u542f\u52a8&#xff1a; docker run &#8211;privileged &#8211;name mi2 -p 8000:8000 alphahinex\/medimageinsights:cpu<\/p>\n<p>\u6d4f\u89c8\u5668\u6253\u5f00http:\/\/localhost:8000\/docs\u5373\u53ef\u770b\u5230FastAPI\u81ea\u52a8\u751f\u6210\u7684\u63a5\u53e3\u6587\u6863&#xff1a; <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/03\/20260301160902-69a4649e15014.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u4e3b\u8981\u662f\u9884\u6d4b\u5206\u7c7b\u63a5\u53e3\/predict\u3002<\/p>\n<p>\u4f7f\u7528\u793a\u4f8b<\/p>\n<p>\u5206\u7c7b\u9884\u6d4b&#xff1a;<\/p>\n<p><span class=\"token assign-left variable\">img1<\/span><span class=\"token operator\">&#061;<\/span><span class=\"token variable\"><span class=\"token variable\">$(<\/span>base64 <span class=\"token parameter variable\">-i<\/span> ultrasound.jpg <span class=\"token operator\">|<\/span> <span class=\"token function\">tr<\/span> <span class=\"token parameter variable\">-d<\/span> <span class=\"token string\">&#039;\\\\n&#039;<\/span><span class=\"token variable\">)<\/span><\/span><br \/>\n<span class=\"token assign-left variable\">img2<\/span><span class=\"token operator\">&#061;<\/span><span class=\"token variable\"><span class=\"token variable\">$(<\/span>base64 <span class=\"token parameter variable\">-i<\/span> computed-tomography.jpg <span class=\"token operator\">|<\/span> <span class=\"token function\">tr<\/span> <span class=\"token parameter variable\">-d<\/span> <span class=\"token string\">&#039;\\\\n&#039;<\/span><span class=\"token variable\">)<\/span><\/span><br \/>\n<span class=\"token assign-left variable\">img3<\/span><span class=\"token operator\">&#061;<\/span><span class=\"token variable\"><span class=\"token variable\">$(<\/span>base64 <span class=\"token parameter variable\">-i<\/span> x-ray.jpg <span class=\"token operator\">|<\/span> <span class=\"token function\">tr<\/span> <span class=\"token parameter variable\">-d<\/span> <span class=\"token string\">&#039;\\\\n&#039;<\/span><span class=\"token variable\">)<\/span><\/span><br \/>\n<span class=\"token function\">curl<\/span> <span class=\"token parameter variable\">-X<\/span> POST <span class=\"token parameter variable\">-H<\/span> <span class=\"token string\">&#034;Content-Type: application\/json&#034;<\/span> <span class=\"token punctuation\">\\\\<\/span><br \/>\n<span class=\"token parameter variable\">-d<\/span> <span class=\"token string\">&#034;{<span class=\"token entity\" title=\"\\\\&#034;\">\\\\&#034;<\/span>images<span class=\"token entity\" title=\"\\\\&#034;\">\\\\&#034;<\/span>: [<span class=\"token entity\" title=\"\\\\&#034;\">\\\\&#034;<\/span><span class=\"token variable\">$img1<\/span><span class=\"token entity\" title=\"\\\\&#034;\">\\\\&#034;<\/span>,<span class=\"token entity\" title=\"\\\\&#034;\">\\\\&#034;<\/span><span class=\"token variable\">$img2<\/span><span class=\"token entity\" title=\"\\\\&#034;\">\\\\&#034;<\/span>,<span class=\"token entity\" title=\"\\\\&#034;\">\\\\&#034;<\/span><span class=\"token variable\">$img3<\/span><span class=\"token entity\" title=\"\\\\&#034;\">\\\\&#034;<\/span>], <span class=\"token entity\" title=\"\\\\&#034;\">\\\\&#034;<\/span>labels<span class=\"token entity\" title=\"\\\\&#034;\">\\\\&#034;<\/span>:[<span class=\"token entity\" title=\"\\\\&#034;\">\\\\&#034;<\/span>X-Ray<span class=\"token entity\" title=\"\\\\&#034;\">\\\\&#034;<\/span>,<span class=\"token entity\" title=\"\\\\&#034;\">\\\\&#034;<\/span>Magnetic Resonance Imaging<span class=\"token entity\" title=\"\\\\&#034;\">\\\\&#034;<\/span>,<span class=\"token entity\" title=\"\\\\&#034;\">\\\\&#034;<\/span>Computed Tomography<span class=\"token entity\" title=\"\\\\&#034;\">\\\\&#034;<\/span>,<span class=\"token entity\" title=\"\\\\&#034;\">\\\\&#034;<\/span>Ultrasound<span class=\"token entity\" title=\"\\\\&#034;\">\\\\&#034;<\/span>,<span class=\"token entity\" title=\"\\\\&#034;\">\\\\&#034;<\/span>Dermoscopy<span class=\"token entity\" title=\"\\\\&#034;\">\\\\&#034;<\/span>,<span class=\"token entity\" title=\"\\\\&#034;\">\\\\&#034;<\/span>Clinical Photography<span class=\"token entity\" title=\"\\\\&#034;\">\\\\&#034;<\/span>,<span class=\"token entity\" title=\"\\\\&#034;\">\\\\&#034;<\/span>Optical Coherence Tomography<span class=\"token entity\" title=\"\\\\&#034;\">\\\\&#034;<\/span>]}&#034;<\/span> http:\/\/localhost:8000\/predict<\/p>\n<p>\u8f93\u51fa\u7565&#xff0c;\u6ce8\u610f\u4e8b\u9879&#xff1a;<\/p>\n<ul>\n<li>\u8bad\u7ec3\u6570\u636e\u5747\u4e3a\u82f1\u6587\u6807\u7b7e&#xff0c;\u63a8\u7406\u65f6\u4e5f\u4f7f\u7528\u82f1\u6587\u6807\u7b7e\u6548\u679c\u66f4\u597d&#xff1b;<\/li>\n<li>\u8f93\u5165\u7684\u56fe\u50cf\u4e0d\u80fd\u5305\u542balpha\u901a\u9053&#xff0c;\u5426\u5219\u4f1a\u62a5\u9519&#xff1a;The size of tensor a (4) must match the size of tensor b (3) at non-singleton dimension 0<\/li>\n<\/ul>\n<p>\/encode\u63a5\u53e3\u7528\u4e8e\u751f\u6210&#xff08;1024 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title=\"\\\\&#034;\">\\\\&#034;<\/span>Ultrasound<span class=\"token entity\" title=\"\\\\&#034;\">\\\\&#034;<\/span>]}&#034;<\/span> http:\/\/localhost:8000\/encode<br \/>\n<span class=\"token function\">curl<\/span> <span class=\"token parameter variable\">-X<\/span> POST <span class=\"token parameter variable\">-H<\/span> <span class=\"token string\">&#034;Content-Type: application\/json&#034;<\/span> <span class=\"token punctuation\">\\\\<\/span><br \/>\n<span class=\"token parameter variable\">-d<\/span> <span class=\"token string\">&#034;{<span class=\"token entity\" title=\"\\\\&#034;\">\\\\&#034;<\/span>texts<span class=\"token entity\" title=\"\\\\&#034;\">\\\\&#034;<\/span>:[<span class=\"token entity\" title=\"\\\\&#034;\">\\\\&#034;<\/span>Ultrasound<span class=\"token entity\" title=\"\\\\&#034;\">\\\\&#034;<\/span>]}&#034;<\/span> http:\/\/localhost:8000\/encode<\/p>\n<h2>\u53c2\u8003<\/h2>\n<ul>\n<li>MedImageInsight<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u6982\u8ff0<br \/>\nDigital Imaging and Communications in Medicine&#xff0c;\u533b\u5b66\u6570\u5b57\u6210\u50cf\u548c\u901a\u4fe1&#xff0c;\u7b80\u79f0DICOM&#xff0c;\u4e00\u79cd\u7528\u4e8e\u5b58\u50a8\u548c\u4f20\u8f93\u5982X\u5149\u3001CT\u3001MRI\u3001\u8d85\u58f0\u7b49\u533b\u5b66\u5f71\u50cf\u6570\u636e\u7684\u56fd\u9645\u6807\u51c6\u3002<br \/>\n\u4e3b\u8981\u7279\u70b9\u662f\u6807\u51c6\u5316&#xff0c;\u786e\u4fdd\u4e0d\u540c\u533b\u7597\u8bbe\u5907\u548c\u7cfb\u7edf\u95f4\u53ef\u4ee5\u76f8\u4e92\u517c\u5bb9\u3001\u5171\u4eab\u548c\u89e3\u8bfb\u533b\u5b66\u5f71\u50cf\u3002\u5173\u952e\u7279\u5f81&#xff1a;<br \/>\n\u5185\u5bb9\u4e30\u5bcc&#xff1a;\u5305\u542b\u56fe\u50cf\u6570\u636e\u548c\u4e30\u5bcc\u7684\u5143\u6570\u636e\u3002\u5e7f\u6cdb\u5e94\u7528&#xff1a;\u653e\u5c04\u79d1\u3001\u5fc3\u8840\u7ba1\u79d1\u3001\u773c\u79d1\u3001\u7259\u79d1\u7b49\u9886<\/p>\n","protected":false},"author":2,"featured_media":79405,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[3937],"topic":[],"class_list":["post-79408","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-dicom"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>DICOM\u4ecb\u7ecd\u4e0e\u5b9e\u6218\uff1a\u6587\u4ef6\u89e3\u6790\u3001Java\/Python\u5e93\u3001MONAI\u3001MedImageInsight - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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