{"id":91289,"date":"2024-12-03T16:41:30","date_gmt":"2024-12-03T08:41:30","guid":{"rendered":"https:\/\/www.ioiotimes.com\/?p=91289"},"modified":"2024-12-03T16:41:31","modified_gmt":"2024-12-03T08:41:31","slug":"%e8%a5%bf%e9%96%80%e5%ad%90%e9%86%ab%e7%99%82%e6%8e%a1%e7%94%a8monai%e9%83%a8%e7%bd%b2%e9%86%ab%e7%99%82%e5%bd%b1%e5%83%8fai","status":"publish","type":"post","link":"https:\/\/www.ioiotimes.com\/?p=91289","title":{"rendered":"\u897f\u9580\u5b50\u91ab\u7642\u63a1\u7528MONAI\u90e8\u7f72\u91ab\u7642\u5f71\u50cfAI"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\">\u897f\u9580\u5b50\u91ab\u7642Digital Marketplace\u73fe\u5df2\u958b\u653e\u4f7f\u7528MONAI\u6574\u5408\uff0c\u53ef\u8f15\u9b06\u5c07AI\u7528\u65bc\u81e8\u5e8a\u5de5\u4f5c\u6d41\u7a0b<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"544\" src=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2024\/12\/20241203-siemens_monai01-1024x544.jpg\" alt=\"\" class=\"wp-image-91291\" title=\"\" srcset=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2024\/12\/20241203-siemens_monai01-1024x544.jpg 1024w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2024\/12\/20241203-siemens_monai01-300x159.jpg 300w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2024\/12\/20241203-siemens_monai01-768x408.jpg 768w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2024\/12\/20241203-siemens_monai01.jpg 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>36&nbsp;\u5104\uff0c\u9019\u662f\u5168\u7403\u6bcf\u5e74\u70ba\u8a3a\u65b7\u3001\u76e3\u6e2c\u53ca\u6cbb\u7642\u5404\u7a2e\u75c5\u75c7\u800c\u9032\u884c\u7684<a href=\"https:\/\/www.grandviewresearch.com\/industry-analysis\/medical-imaging-systems-market#:~:text=The%20growing%20prevalence%20of%20chronic,these%20exams%20involving%20pediatric%20patients.\" target=\"_blank\" rel=\"noreferrer noopener\">\u91ab\u5b78\u5f71\u50cf\u6aa2\u6e2c<\/a>\u6578\u91cf\u3002<\/p>\n\n\n\n<p>\u52a0\u5feb\u6240\u6709\u9019\u4e9b&nbsp;X&nbsp;\u5149\u3001CT&nbsp;\u6383\u63cf\u3001MRI\uff08\u6838\u78c1\u5171\u632f\uff09\u548c\u8d85\u97f3\u6ce2\u6aa2\u67e5\u7684\u8655\u7406\u548c\u8a55\u4f30\uff0c\u5c0d\u65bc\u5e6b\u52a9\u91ab\u751f\u7ba1\u7406\u5de5\u4f5c\u91cf\u548c\u6539\u5584\u6cbb\u7642\u6210\u679c\u800c\u8a00\u81f3\u95dc\u91cd\u8981\u3002<\/p>\n\n\n\n<p>\u9019\u6b63\u662f&nbsp;NVIDIA&nbsp;\u63a8\u51fa&nbsp;<a href=\"https:\/\/monai.io\/\" target=\"_blank\" rel=\"noreferrer noopener\">MONAI<\/a>&nbsp;\u7684\u539f\u56e0\uff0cMONAI&nbsp;\u662f\u4e00\u500b\u958b\u6e90\u7684\u7814\u767c\u5e73\u53f0\uff0c\u53ef\u7528\u65bc\u91ab\u7642\u5f71\u50cf\u53ca\u5176\u4ed6\u9818\u57df\u7684\u4eba\u5de5\u667a\u6167\uff08AI\uff09\u61c9\u7528\u3002MONAI&nbsp;\u7d50\u5408\u91ab\u5e2b\u8207\u8cc7\u6599\u79d1\u5b78\u5bb6\uff0c\u767c\u63ee\u91ab\u7642\u6578\u64da\u7684\u529b\u91cf\uff0c\u70ba\u91ab\u7642&nbsp;AI&nbsp;\u5de5\u4f5c\u6d41\u7a0b\u5efa\u7acb\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b\u8207\u53ef\u90e8\u7f72\u7684\u61c9\u7528\u3002<\/p>\n\n\n\n<p>\u672c\u9031\u5728\u5317\u7f8e\u653e\u5c04\u5b78\u6703\uff08RSNA\uff09\u7684\u5e74\u6703\u4e0a\uff0cNVIDIA&nbsp;\u5ba3\u5e03\u897f\u9580\u5b50\u91ab\u7642\uff08Siemens Healthineers\uff09\u5df2\u63a1\u7528&nbsp;MONAI&nbsp;\u6240\u63d0\u4f9b&nbsp;MONAI Deploy&nbsp;\u6a21\u7d44\uff0c\u8a72\u6a21\u7d44\u53ef\u62c9\u8fd1\u5f9e\u7814\u7a76\u5230\u81e8\u5e8a\u751f\u7522\u7684\u5dee\u8ddd\uff0c\u4ee5\u63d0\u5347\u91ab\u7642\u5f71\u50cf&nbsp;AI&nbsp;\u5de5\u4f5c\u6d41\u7a0b\u6574\u5408\u81f3\u81e8\u5e8a\u90e8\u7f72\u7684\u901f\u5ea6\u8207\u6548\u7387\u3002<\/p>\n\n\n\n<p>\u5168\u7403\u5404\u5730\u5df2\u6709\u8d85\u904e&nbsp;15,000&nbsp;\u53f0\u91ab\u7642\u8a2d\u5099\u5b89\u88dd\u897f\u9580\u5b50\u91ab\u7642\u7684&nbsp;<a href=\"https:\/\/www.siemens-healthineers.com\/digital-health-solutions\/syngo-carbon\" target=\"_blank\" rel=\"noreferrer noopener\">Syngo Carbon<\/a>&nbsp;\u53ca&nbsp;<a href=\"https:\/\/www.siemens-healthineers.com\/digital-health-solutions\/syngovia\" target=\"_blank\" rel=\"noreferrer noopener\">syngo.via<\/a>&nbsp;\u4f01\u696d\u5f71\u50cf\u5e73\u53f0\uff0c\u53ef\u5354\u52a9\u81e8\u5e8a\u91ab\u5e2b\u66f4\u6613\u65bc\u8b80\u53d6\u591a\u7a2e\u4f86\u6e90\u7684\u91ab\u7642\u5f71\u50cf\uff0c\u4e26\u4e14\u5f9e\u4e2d\u7372\u5f97\u898b\u89e3\u3002<\/p>\n\n\n\n<p>\u958b\u767c\u4eba\u54e1\u5728\u5efa\u7acb&nbsp;AI&nbsp;\u61c9\u7528\u6642\uff0c\u901a\u5e38\u6703\u4f7f\u7528\u5404\u7a2e\u6846\u67b6\u3002\u9019\u4f7f\u5f97\u5c07\u61c9\u7528\u90e8\u7f72\u5230\u81e8\u5e8a\u74b0\u5883\u88e1\u6210\u70ba\u6311\u6230\u3002<\/p>\n\n\n\n<p>\u53ea\u9700\u5e7e\u884c\u7a0b\u5f0f\u78bc\uff0cMONAI Deploy&nbsp;\u5c31\u80fd\u69cb\u5efa\u53ef\u4ee5\u5728\u4efb\u4f55\u5730\u65b9\u904b\u884c\u7684&nbsp;AI&nbsp;\u61c9\u7528\u3002\u5b83\u662f\u4e00\u6b3e\u5728\u81e8\u5e8a\u751f\u7522\u904e\u7a0b\u4e2d\u958b\u767c\u3001\u6253\u5305\u3001\u6e2c\u8a66\u3001\u90e8\u7f72\u548c\u904b\u884c\u91ab\u7642&nbsp;AI&nbsp;\u61c9\u7528\u7684\u5de5\u5177\u3002\u4f7f\u7528&nbsp;MONAI Deploy&nbsp;\u5c07\u80fd\u7c21\u5316\u958b\u767c\u91ab\u7642\u5f71\u50cf&nbsp;AI&nbsp;\u61c9\u7528\uff0c\u4e26\u5c07\u5176\u6574\u5408\u81f3\u81e8\u5e8a\u5de5\u4f5c\u6d41\u7a0b\u7684\u904e\u7a0b\u3002<\/p>\n\n\n\n<p>\u897f\u9580\u5b50\u91ab\u7642\u5e73\u53f0\u4e0a\u7684&nbsp;MONAI Deploy&nbsp;\u986f\u8457\u52a0\u5feb\u4e86\u6574\u5408&nbsp;AI&nbsp;\u7684\u6d41\u7a0b\uff0c\u4f7f\u7528\u8005\u53ea\u8981\u9ede\u5e7e\u4e0b\u6ed1\u9f20\uff0c\u4fbf\u80fd\u628a\u8a13\u7df4\u597d\u7684&nbsp;AI&nbsp;\u6a21\u578b\u79fb\u690d\u5230\u73fe\u5be6\u7684\u81e8\u5e8a\u74b0\u5883\uff0c\u800c\u904e\u53bb\u9019\u4ef6\u4e8b\u8981\u7528\u5230\u597d\u5e7e\u500b\u6708\u7684\u6642\u9593\u3002\u9019\u6709\u52a9\u65bc\u7814\u7a76\u4eba\u54e1\u3001\u4f01\u696d\u548c\u65b0\u5275\u516c\u53f8\u66f4\u5feb\u628a\u4ed6\u5011\u7684\u61c9\u7528\u4ea4\u7d66\u653e\u5c04\u79d1\u91ab\u5e2b\u4f7f\u7528\u3002<\/p>\n\n\n\n<p>\u897f\u9580\u5b50\u91ab\u7642\u6578\u4f4d\u79d1\u6280\u8207\u7814\u7a76\u90e8\u9580\u4e3b\u7ba1\u00a0Axel Heitland\u00a0\u8868\u793a\uff1a\u300c\u85c9\u7531\u52a0\u5feb\u90e8\u7f72\u00a0AI\u00a0\u6a21\u578b\uff0c\u91ab\u7642\u6a5f\u69cb\u53ef\u4ee5\u7528\u6bd4\u904e\u53bb\u66f4\u5feb\u7684\u901f\u5ea6\u5f9e AI \u91ab\u7642\u5f71\u50cf\u9818\u57df\u7684\u6700\u65b0\u9032\u5c55\u7372\u76ca\u3002\u7814\u7a76\u4eba\u54e1\u4f7f\u7528\u00a0MONAI Deploy \u53ef\u4ee5\u5feb\u901f\u81ea\u8a02\u00a0AI\u00a0\u6a21\u578b\uff0c\u4ee5\u53ca\u5c07\u5275\u65b0\u6210\u679c\u5f9e\u5be6\u9a57\u5ba4\u642c\u5230\u81e8\u5e8a\u5be6\u52d9\u74b0\u5883\u88e1\uff0c\u8b93\u5168\u7403\u6578\u5343\u540d\u81e8\u5e8a\u7814\u7a76\u4eba\u54e1\u76f4\u63a5\u5728\u5176\u00a0syngo.via\u00a0\u548c\u00a0Syngo Carbon\u00a0\u5f71\u50cf\u5e73\u53f0\u4e0a\u7372\u5f97\u00a0AI\u00a0\u6240\u9a45\u52d5\u7684\u9032\u6b65\u6210\u679c\u3002\u300d<\/p>\n\n\n\n<p>\u5728\u7531&nbsp;MONAI&nbsp;\u958b\u767c\u51fa\u7684\u61c9\u7528\u7a0b\u5f0f\u52a0\u6301\u4e0b\uff0c\u9019\u4e9b\u5e73\u53f0\u80fd\u5920\u5927\u5e45\u7c21\u5316&nbsp;AI&nbsp;\u6574\u5408\u5de5\u4f5c\u3002\u5728\u897f\u9580\u5b50\u91ab\u7642\u65d7\u4e0b&nbsp;<a href=\"https:\/\/marketplace.teamplay.siemens-healthineers.com\/apps\" target=\"_blank\" rel=\"noreferrer noopener\">Digital Marketplace<\/a>&nbsp;\u4e0a\u4fbf\u80fd\u8f15\u9b06\u63d0\u4f9b\u548c\u4f7f\u7528\u9019\u4e9b\u61c9\u7528\uff0c\u4f7f\u7528\u8005\u53ef\u4ee5\u700f\u89bd\u3001\u9078\u64c7\u53ca\u8207\u81ea\u5df1\u7684\u81e8\u5e8a\u5de5\u4f5c\u6d41\u7a0b\u7121\u7e2b\u6574\u5408\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>MONAI\u751f\u614b\u7cfb\u4fc3\u9032\u5275\u65b0\u548c\u63a1\u7528<\/strong><\/h3>\n\n\n\n<p>\u5df2\u7d93\u63a8\u51fa\u4e94\u5e74\u7684&nbsp;MONAI\uff0c\u4e0b\u8f09\u91cf\u8d85\u904e&nbsp;350&nbsp;\u842c\u6b21\uff0c\u6709\u4f86\u81ea\u4e16\u754c\u5404\u5730\u7684&nbsp;220&nbsp;\u4f4d\u8ca2\u737b\u8005\uff0c\u4e26\u5728\u8d85\u904e\u4e09\u5343\u4efd\u520a\u7269\u7684\u81f4\u8b1d\u6587\u88e1\u88ab\u6709\u63d0\u53ca\uff0c\u5728&nbsp;MICCAI&nbsp;\u6311\u6230\u8cfd\u62ff\u904e&nbsp;17&nbsp;\u6b21\u51a0\u8ecd\uff0c\u4e14\u5728\u8a31\u591a\u81e8\u5e8a\u7522\u54c1\u4e2d\u6709\u4f7f\u7528\u3002<\/p>\n\n\n\n<p>\u5728\u6700\u65b0\u7684&nbsp;v1.4&nbsp;\u7248&nbsp;MONAI&nbsp;\u88e1\u6709\u63d0\u4f9b\u591a\u9805\u66f4\u65b0\u5167\u5bb9\uff0c\u8b93\u7814\u7a76\u4eba\u54e1\u548c\u81e8\u5e8a\u91ab\u5e2b\u6709\u66f4\u591a\u6a5f\u6703\u5229\u7528&nbsp;MONAI&nbsp;\u7684\u5275\u65b0\u6210\u679c\uff0c\u4e26\u4e14\u70ba\u897f\u9580\u5b50\u91ab\u7642&nbsp;Syngo Carbon\u3001syngo.via&nbsp;\u548c\u897f\u9580\u5b50\u91ab\u7642&nbsp;Digital Marketplace&nbsp;\u505a\u51fa\u8ca2\u737b\u3002<\/p>\n\n\n\n<p>MONAI v1.4 \u548c\u76f8\u95dc NVIDIA \u7522\u54c1\u7684\u66f4\u65b0\u9805\u76ee\u5305\u62ec\u65b0\u7684\u91ab\u5b78\u5f71\u50cf\u57fa\u790e\u6a21\u578b\uff0c\u53ef\u4ee5\u5728 MONAI \u88e1\u5ba2\u88fd\u5316\u53ca\u90e8\u7f72\u70ba\u00a0<a href=\"https:\/\/www.nvidia.com\/zh-tw\/ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">NVIDIA NIM\u00a0\u5fae\u670d\u52d9<\/a>\u3002\u4e0b\u5217\u6a21\u578b\u73fe\u5df2\u958b\u653e\u505a\u70ba\u00a0NIM\u00a0\u5fae\u670d\u52d9\u4f7f\u7528\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>MAISI<\/strong>\uff08Medical AI for Synthetic Imaging\uff09\u662f\u4e00\u7a2e\u6f5b\u5728\u64f4\u6563\u751f\u6210\u5f0f\u00a0AI\u00a0\u57fa\u790e\u6a21\u578b\uff0c\u53ef\u6a21\u64ec\u9ad8\u89e3\u6790\u5ea6\u3001\u5168\u683c\u5f0f\u00a03D CT\u00a0\u5f71\u50cf\u53ca\u5176\u89e3\u5256\u5206\u5272\u3002<\/li>\n\n\n\n<li><strong>VISTA-3D<\/strong>\u00a0\u662f\u00a0CT\u00a0\u5f71\u50cf\u5206\u5272\u7684\u57fa\u790e\u6a21\u578b\uff0c\u80fd\u539f\u751f\u63d0\u4f9b\u7cbe\u6e96\u57f7\u884c\u6548\u80fd\uff0c\u6db5\u84cb\u8d85\u904e\u00a0120\u00a0\u500b\u4e3b\u8981\u5668\u5b98\u985e\u5225\u3002\u5b83\u9084\u63d0\u4f9b\u6709\u6548\u7684\u9069\u61c9\u6027\u548c\u96f6\u6a23\u672c\u529f\u80fd\uff0c\u4ee5\u5b78\u7fd2\u5206\u5272\u65b0\u7684\u7d50\u69cb\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u9664\u4e86\u00a0MONAI 1.4\u00a0\u7248\u7684\u4e3b\u8981\u529f\u80fd\uff0c\u73fe\u5728\u9084\u80fd\u900f\u904e <a href=\"https:\/\/github.com\/Project-MONAI\/VLM\" target=\"_blank\" rel=\"noreferrer noopener\">MONAI\u00a0\u7684\u00a0VLM GitHub\u00a0\u5132\u5b58\u5eab<\/a>\u4f7f\u7528\u65b0\u7684\u00a0MONAI\u00a0\u591a\u6a21\u614b\u6a21\u578b\uff08\u6216\u7a31\u70ba\u00a0M3\uff09\u3002M3\u00a0\u9019\u500b\u6846\u67b6\u53ef\u5229\u7528\u91ab\u7642\u00a0AI\u00a0\u5c08\u5bb6\uff08\u64f4\u5145\u4efb\u4f55\u591a\u6a21\u614b\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff0c\u4f8b\u5982\u00a0MONAI\u00a0\u7684\u00a0Model Zoo\u00a0\u6240\u63d0\u4f9b\u5df2\u8a13\u7df4\u5b8c\u6210\u7684\u00a0AI\u00a0\u6a21\u578b\u3002VILA-M3\u00a0\u57fa\u790e\u6a21\u578b\u4e2d\u5c55\u73fe\u4e86\u9019\u500b\u65b0\u6846\u67b6\u7684\u5f37\u5927\u529f\u80fd\uff0c\u8a72\u6a21\u578b\u76ee\u524d\u5df2\u5728\u00a0Hugging Face\u00a0\u4e0a\u63d0\u4f9b\u6700\u5148\u9032\u7684\u653e\u5c04\u5f71\u50cfcopilot\uff08\u526f\u99d5\u99db\uff09\u6548\u80fd\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>MONAI\u4e32\u9023\u8d77\u91ab\u9662\u3001\u91ab\u7642\u9818\u57df\u65b0\u5275\u516c\u53f8\u548c\u7814\u7a76\u6a5f\u69cb<\/strong><\/h3>\n\n\n\n<p>\u5168\u7403\u9818\u5148\u7684\u91ab\u7642\u6a5f\u69cb\u3001\u5b78\u8853\u91ab\u7642\u4e2d\u5fc3\u3001\u65b0\u5275\u516c\u53f8\u548c\u8edf\u9ad4\u4f9b\u61c9\u5546\u7686\u63a1\u7528\u548c\u63a8\u9032&nbsp;MONAI&nbsp;\u7684\u767c\u5c55\uff0c\u5305\u62ec\uff1a<\/p>\n\n\n\n<p>\u25cf    <strong>\u5fb7\u570b\u764c\u75c7\u7814\u7a76\u4e2d\u5fc3<\/strong>\u5e36\u9818\u00a0MONAI\u00a0\u7684\u57fa\u6e96\u8207\u6307\u6a19\u5de5\u4f5c\u5c0f\u7d44\uff0c\u8a72\u5de5\u4f5c\u5c0f\u7d44\u63d0\u4f9b\u8861\u91cf\u00a0AI\u00a0\u6548\u80fd\u7684\u6307\u6a19\uff0c\u4ee5\u53ca\u5982\u4f55\u548c\u4f55\u6642\u4f7f\u7528\u9019\u4e9b\u6307\u6a19\u7684\u6307\u5f15\u3002<br>\u25cf    <strong>\u7d00\u5ff5\u65af\u9686-\u51f1\u7279\u7433\u764c\u75c7\u4e2d\u5fc3\uff08Memorial Sloan Kettering Cancer 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Imaging Toolbox\u00a0\u9032\u884c\u6574\u5408\uff0c\u8b93\u7522\u5b78\u5169\u754c\u6578\u5343\u540d\u5f9e\u4e8b\u91ab\u7642\u548c\u751f\u7269\u91ab\u5b78\u61c9\u7528\u7684\u00a0MATLAB\u00a0\u4f7f\u7528\u8005\u53ef\u4ee5\u4f7f\u7528\u5230\u9019\u4e9b\u5148\u9032\u7684\u91ab\u5b78\u5f71\u50cf\u00a0AI\u00a0\u548c\u00a0AI\u00a0\u8f14\u52a9\u8a3b\u89e3\u529f\u80fd\u3002<br><strong>\u25cf    GSK<\/strong>\u00a0\u6b63\u5728\u63a2\u7d22\u00a0MONAI\u00a0\u57fa\u790e\u6a21\u578b\uff0c\u4f8b\u5982\u7528\u65bc\u5f71\u50cf\u5206\u5272\u7684\u00a0VISTA-3D\u00a0\u548c\u00a0VISTA-2D\u3002<br><strong>\u25cf    Flywheel<\/strong>\u00a0\u63d0\u4f9b\u4e00\u500b\u5176\u4e2d\u5305\u62ec\u00a0MONAI\u00a0\u7684\u5e73\u53f0\uff0c\u7528\u65bc\u7c21\u5316\u5f71\u50cf\u8cc7\u6599\u7ba1\u7406\u3001\u81ea\u52d5\u57f7\u884c\u7814\u7a76\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4ee5\u53ca\u652f\u63f4\u00a0AI\u00a0\u958b\u767c\u8207\u5206\u6790\u529f\u80fd\uff0c\u4e14\u53ef\u8996\u7814\u7a76\u6a5f\u69cb\u548c\u751f\u547d\u79d1\u5b78\u7d44\u7e54\u7684\u9700\u6c42\u8abf\u6574\u898f\u6a21\u3002<br>\u25cf    <strong>Alara Imaging<\/strong>\u00a0\u5728\u00a02024\u00a0\u5e74\u91ab\u5b78\u5f71\u50cf\u8cc7\u8a0a\u5b78\u6703\u5e74\u6703\u4e0a\u767c\u8868\u8a72\u516c\u53f8\u5c07 VISTA-3D \u7b49 MONAI\u00a0\u57fa\u790e\u6a21\u578b\u8207 Llama 3 \u7b49\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u6574\u5408\u7684\u6210\u679c\u3002<br><strong>\u25cf    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Kitware<\/strong>\u00a0\u63d0\u4f9b\u570d\u7e5e\u00a0MONAI\u00a0\u7684\u5c08\u696d\u8edf\u9ad4\u958b\u767c\u670d\u52d9\uff0c\u5354\u52a9\u5c07\u00a0MONAI\u00a0\u6574\u5408\u5230\u8a2d\u5099\u88fd\u9020\u5546\u7684\u5ba2\u88fd\u5316\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4ee5\u53ca\u4e3b\u7ba1\u6a5f\u95dc\u6838\u51c6\u7684\u7522\u54c1\u4e2d\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>\u7814\u7a76\u4eba\u54e1\u8207\u4f01\u696d\u4e5f\u5728\u96f2\u7aef\u670d\u52d9\u4f9b\u61c9\u5546\u4e0a\u4f7f\u7528\u00a0MONAI\u00a0\u4f86\u57f7\u884c\u548c\u90e8\u7f72\u5177\u64f4\u5145\u80fd\u529b\u7684\u00a0AI\u00a0\u61c9\u7528\u3002\u958b\u653e\u4f7f\u7528\u00a0MONAI\u00a0\u7684\u96f2\u7aef\u5e73\u53f0\u6709\u00a0AWS HealthImaging\u3001Google Cloud\u3001Microsoft Cloud for Healthcare\u00a0\u65d7\u4e0b\u7684\u00a0Precision Imaging Network\u00a0\u4ee5\u53ca\u00a0Oracle Cloud Infrastructure\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>\u3000\u3000\u3000\u3000\u3000<\/p>\n\n\n\n<h4 class=\"wp-block-heading has-text-align-right has-very-light-gray-to-cyan-bluish-gray-gradient-background has-background\">\ud83d\udfe6<strong><a href=\"https:\/\/reurl.cc\/aZN2x9\" data-type=\"link\" data-id=\"https:\/\/www.ioiotimes.com\/?p=85329\" target=\"_blank\" rel=\"noreferrer noopener\">\u770b\u5341\u9293\u6700\u5f37Gen 5 SSD-GE PRO\u4ecb\u7d39 \u6436\u62ff\u597d\u79ae<\/a><\/strong><br>\ud83d\udfe6<a href=\"https:\/\/www.facebook.com\/ioioTIMES\/posts\/pfbid029buCM3fyGZJb5JrVjLc27bCCSddHyeVkuPC2oeQsfVEMEhNKhp1w7Xi5dgt5sqhkl?__cft__[0]=AZWTPqRpTbJlCyQoycXqEnQmXe3a8W8ONMu0uyCCU9Q74YMMt9dUJ5GPJsVIXjQxineAsLFsUTHLVU4O5-XDO9GIbcYcfhYzRemMweiNrxg8uIYjy-wnOoYIfIKvBxyC_JmTJHQ9lKs9eU1CTcL820k678irXohIbYfww-Ki6uVZttFxE7PqpmItj8qZfm1NrCY&amp;__tn__=%2CO%2CP-R\" data-type=\"link\" 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href=\"https:\/\/today.line.me\/tw\/v2\/publisher\/103117\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">LINE TODAY<\/a>\u983b\u9053\u4e86\uff0c\u5feb\u4f86\u8ffd\u8e2a\u6211\u5011\u5427!!&#8211;\u6700\u65b0\u79d1\u6280\u65b0\u805e \u76e1\u5728\u4f60\u624b<\/strong><\/h4>\n","protected":false},"excerpt":{"rendered":"<p>\u897f\u9580\u5b50\u91ab\u7642Digital Marke<\/p>\n","protected":false},"author":3,"featured_media":91291,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"rank_math_lock_modified_date":false,"footnotes":""},"categories":[13],"tags":[4691,12046,12044,1539,12045],"class_list":["post-91289","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-ai-2-0","tag-digital-marketplace","tag-monai","tag-1539","tag-12045"],"_links":{"self":[{"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/posts\/91289"}],"collection":[{"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=91289"}],"version-history":[{"count":3,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/posts\/91289\/revisions"}],"predecessor-version":[{"id":91294,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/posts\/91289\/revisions\/91294"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/media\/91291"}],"wp:attachment":[{"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=91289"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=91289"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=91289"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}