{"id":8502,"date":"2024-12-26T15:07:06","date_gmt":"2024-12-26T07:07:06","guid":{"rendered":"https:\/\/ai-stack.ai\/?p=8502"},"modified":"2025-01-13T15:30:45","modified_gmt":"2025-01-13T07:30:45","slug":"ai-stack-solutions-for-healthcare","status":"publish","type":"post","link":"https:\/\/ai-stack.ai\/zh-hant\/ai-stack-solutions-for-healthcare","title":{"rendered":"AI-Stack \u89e3\u6c7a\u65b9\u6848\u7d50\u5408\u91ab\u7642 AI \u843d\u5730\u61c9\u7528"},"content":{"rendered":"\n

\u696d\u52d9\u6311\u6230<\/strong><\/h2>\n\n\n\n
    \n
  1. \u91ab\u7642\u8cc7\u6e90\u58d3\u529b\uff1a<\/strong> \u91ab\u8b77\u4eba\u54e1\u4e0d\u8db3\u3001\u81e8\u5e8a\u8a18\u9304\u7e41\u91cd\uff0c\u5c0e\u81f4\u6548\u7387\u4f4e\u4e0b\u3002<\/li>\n\n\n\n
  2. \u6578\u64da\u8655\u7406\u6548\u7387\u4e0d\u8db3\uff1a<\/strong> \u91ab\u7642\u6a5f\u69cb\u7522\u751f\u7684\u6578\u64da\u91cf\u6975\u70ba\u9f90\u5927\uff0c\u4f46\u7f3a\u4e4f\u6709\u6548\u7684\u5206\u6790\u548c\u6d1e\u5bdf\u80fd\u529b\uff0c\u5982\u4f55\u9ad8\u6548\u8655\u7406\u548c\u5206\u6790\u6578\u64da\u8f49\u5316\u70ba\u50f9\u503c\u662f\u5de8\u5927\u7684\u6311\u6230\u3002<\/li>\n\n\n\n
  3. \u8a3a\u65b7\u6e96\u78ba\u6027\u8207\u901f\u5ea6\u9700\u6c42\u63d0\u5347\uff1a<\/strong> GAI\u8207AI \u8a13\u7df4\u548c\u63a8\u8ad6\u9700\u6c42\u589e\u52a0\uff0cAI\/ML \u6280\u8853\u8207\u751f\u6210\u5f0f AI \u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff0c\u70ba\u91ab\u7642\u696d\u63d0\u4f9b\u5f9e\u6578\u64da\u5206\u6790\u3001\u8a3a\u65b7\u5230\u500b\u6027\u5316\u5065\u5eb7\u7ba1\u7406\u7684\u5168\u65b9\u4f4d\u652f\u6301\uff0c\u8981\u9ad8\u6027\u80fd\u57fa\u790e\u8a2d\u65bd\u4f86\u6eff\u8db3\u5feb\u901f\u8655\u7406\u9700\u6c42\u3002<\/li>\n\n\n\n
  4. \u8de8\u7cfb\u7d71\u6574\u5408\u8207\u5354\u4f5c\uff1a<\/strong> \u7aef\u9ede\u4e0a\u7684\u8cc7\u6599\u5eab\u8655\u7406\u4fdd\u8b77\u8207\u96b1\u79c1\u6b0a\u5b89\u5168\u6027\uff0c\u4ee5\u53ca\u7f3a\u4e4f\u7d71\u4e00AI\u57fa\u790e\u8a2d\u65bd\u8cc7\u6e90\u8abf\u5ea6\u8207\u7ba1\u7406\u5e73\u53f0\u3002<\/li>\n\n\n\n
  5. \u8cc7\u6e90\u8207\u6210\u672c\u9650\u5236\uff1a<\/strong> AI \u61c9\u7528\u5728\u91ab\u7642\u9818\u57df\u9700\u8981\u9ad8\u6027\u80fd\u7684\u786c\u9ad4\u8207\u9748\u6d3b\u7684\u67b6\u69cb\uff0c\u4f46\u9ad8\u6602\u7684\u6210\u672c\u8207\u6709\u9650\u7684\u4eba\u529b\u8cc7\u6e90\u5c0d\u89e3\u6c7a\u65b9\u6848\u7684\u90e8\u7f72\u69cb\u6210\u6311\u6230\u3002<\/li>\n\n\n\n
  6. \u9060\u8ddd\u91ab\u7642\u843d\u5730\u56f0\u96e3\uff1a<\/strong> \u5373\u6642\u5316\u7684\u91ab\u7642\u670d\u52d9\u7f3a\u4e4f\u6709\u6548\u7684\u8a3a\u65b7\u5de5\u5177\u548c\u6280\u8853\u652f\u6490\uff0c\u9060\u8ddd\u91ab\u7642\u50c5\u505c\u7559\u5728\u8996\u8a0a\u554f\u8a3a\u5c64\u9762\u3002<\/li>\n<\/ol>\n\n\n\n

    \u65b9\u6848\u7c21\u4ecb<\/strong><\/h2>\n\n\n\n

    \u667a\u6167\u91ab\u7642GAI + AI \u89e3\u6c7a\u65e8\u5728\u63d0\u4f9b\u5f9e\u6578\u64da\u6536\u96c6\u3001\u5206\u6790\u5230\u61c9\u7528\u7684\u5168\u6d41\u7a0b\u652f\u6301\uff0c\u5229\u7528\u5f37\u5927\u7684 AI \u6a21\u578b\uff08\u5982\u6df1\u5ea6\u5b78\u7fd2\u548c\u751f\u6210\u5f0f AI\uff09\u4f86\u8655\u7406\u91ab\u5b78\u5f71\u50cf\u3001\u57fa\u56e0\u6578\u64da\u53ca\u81e8\u5e8a\u6c7a\u7b56\u3002\u800c\u8fd1\u5e74\u667a\u6167\u91ab\u7642\u958b\u767c\u6848\u4f8b\u4e0d\u65b7\u7a81\u7834\uff0c\u4f8b\u5982AI\u5feb\u901f\u5206\u6790CT\u548cMRI\u5f71\u50cf\uff0c\u63d0\u5347\u8a3a\u65b7\u6e96\u78ba\u6027\u3001AlphaFold\u66f4\u5229\u7528\u57fa\u56e0\u6578\u64da\u9810\u6e2c\u86cb\u767d\u8cea\u7d50\u69cb\uff0c\u70ba\u75be\u75c5\u7814\u7a76\u548c\u85e5\u7269\u958b\u767c\u63d0\u4f9b\u95dc\u9375\u652f\u6301\u3002\u56e0\u6b64\uff0c\u901a\u904e\u7d50\u5408\u300c\u6578\u4f4d\u7121\u9650 AI-Stack\u300dAI\u57fa\u790e\u8a2d\u8a08\u7ba1\u7406\u4e00\u7ad9\u5f0f\u5e73\u53f0\u7684\u7279\u6027\u80fd\u4f7fAI\u667a\u6167\u91ab\u7642\u52a0\u901f\u61c9\u7528\u843d\u5730\uff1a<\/p>\n\n\n\n

      \n
    1. \u8cc7\u6599\u96b1\u79c1\u8207\u5b89\u5168\u6027\uff1a<\/strong>\u79df\u6236\u8cc7\u6599\u9694\u96e2\u8207\u52a0\u5bc6\uff0c\u4e26\u900f\u904e HTTPS\u52a0\u5bc6\u78ba\u4fdd\u8cc7\u6599\u50b3\u8f38\u4fdd\u5bc6\u6027\uff0c\u4e26\u63a1\u7528\u89d2\u8272\u57fa\u65bc\u6b0a\u9650\u5b58\u53d6\u63a7\u5236\uff08RBAC\uff09\u9650\u5236\u8cc7\u6599\u5b58\u53d6\u3002\u6240\u6709\u958b\u767c\u8cc7\u6599\u4ee5 AES-256 \u52a0\u5bc6\u5b58\u5132\u4fdd\u8b77\u3002\u958b\u767c\u8207\u751f\u7522\u74b0\u5883\u5be6\u65bd\u7269\u7406\u8207\u908f\u8f2f\u9694\u96e2\uff0c\u4e26\u4f7f\u7528\u5bb9\u5668\u5316\u6280\u8853\uff08\u5982 Docker\uff09\uff0c\u5168\u9762\u4fdd\u969c\u8cc7\u6599\u5b89\u5168\u6027\u8207\u7cfb\u7d71\u7a69\u5b9a\u6027\u3002<\/li>\n\n\n\n
    2. \u9ad8\u6548 GPU \u8cc7\u6e90\u7ba1\u7406\uff1a<\/strong> \u5229\u7528 AI-Stack \u7684 GPU \u5207\u5272\u8207\u805a\u5408\u6280\u8853\uff0c\u8b93\u55ae\u4e00 GPU \u53ef\u652f\u6301\u591a\u4efb\u52d9\u904b\u884c\uff0c\u5927\u5e45\u63d0\u5347\u8cc7\u6e90\u4f7f\u7528\u7387\uff08\u5f9e 30% \u63d0\u5347\u81f3 90%\uff09\u3002<\/li>\n\n\n\n
    3. \u5206\u6563\u5f0f\u9ad8\u6548\u80fd\u904b\u7b97\uff1a<\/strong> \u652f\u6301\u5206\u6563\u5f0f\u8a13\u7df4\uff0c\u5c07\u8a13\u7df4\u6578\u64da\u5206\u914d\u81f3\u591a\u7bc0\u9ede\u4e26\u884c\u8655\u7406\uff0c\u7e2e\u77ed AI \u6a21\u578b\u8a13\u7df4\u6642\u9593\u3002<\/li>\n\n\n\n
    4. \u5feb\u901f\u90e8\u7f72\u8207\u7ba1\u7406\uff1a<\/strong> \u63d0\u4f9b\u958b\u767c\u8005\u53cb\u597d\u7684\u7121\u7a0b\u5f0f\u78bc\u64cd\u4f5c\u754c\u9762\uff0c\u958b\u767c\u74b0\u5883\u5efa\u7f6e\u5f9e\u6578\u9031\u7e2e\u77ed\u81f3 1 \u5206\u9418\u3002<\/li>\n\n\n\n
    5. \u591a\u96f2\u8207\u908a\u7de3\u652f\u6301\uff1a<\/strong> \u6574\u5408\u591a\u96f2\u5e73\u53f0\u7ba1\u7406\uff0c\u652f\u6301\u5f9e\u96f2\u7aef\u5230\u908a\u7de3\u7684 AI \u61c9\u7528\u5834\u666f\uff0c\u7279\u5225\u9069\u5408\u9060\u8ddd\u91ab\u7642\u8207\u5373\u6642\u8a3a\u65b7\u9700\u6c42\u3002<\/li>\n\n\n\n
    6. \u5be9\u8a08\u8207\u5408\u898f\u9a57\u8b49\uff1a<\/strong>\u5b9a\u671f\u63a5\u53d7\u7b2c\u4e09\u65b9\u5408\u898f\u6027\u6e2c\u8a66\u8207\u6ef2\u900f\u6e2c\u8a66\u3002<\/li>\n<\/ol>\n\n\n\n

      \u65b9\u6848\u50f9\u503c<\/strong><\/h2>\n\n\n\n
        \n
      1. \u63d0\u5347\u8a3a\u65b7\u6548\u7387\u8207\u6e96\u78ba\u6027\uff1a<\/strong> \n
          \n
        • \u501f\u52a9 AI-Stack \u7684\u9ad8\u6548\u80fd\u8a08\u7b97\u5e73\u53f0\uff0c\u5be6\u73fe\u5373\u6642\u91ab\u5b78\u5f71\u50cf\u5206\u6790\uff0c\u63d0\u5347\u8a3a\u65b7\u6e96\u78ba\u6027\u3002<\/li>\n\n\n\n
        • \u4f7f\u985e\u4f3c AlphaFold\u5927\u578b\u6df1\u5ea6\u5b78\u7fd2\u7684\u57fa\u56e0\u5206\u6790\u61c9\u7528\u53ca\u904b\u7b97\u9700\u6c42\u80fd\u5f97\u4ee5\u6eff\u8db3\uff0c\u52a9\u529b\u500b\u6027\u5316\u85e5\u7269\u958b\u767c\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n
        • \u964d\u4f4e\u8cc7\u6e90\u6d6a\u8cbb\u8207\u6210\u672c\uff1a<\/strong>\n
            \n
          • GPU \u8cc7\u6e90\u7684\u5207\u5272\u6280\u8853\u5be6\u73fe\u66f4\u9ad8\u6548\u7684\u591a\u4efb\u52d9\u8655\u7406\uff0c\u7bc0\u7701\u7b97\u529b\u6210\u672c\uff0c\u5de5\u4f5c\u8cc7\u6e90\u5229\u7528\u7387\u63d0\u5347 10\u500d\u4ee5\u4e0a\u3002<\/li>\n\n\n\n
          • \u904b\u7b97\u80fd\u6548\u63d0\u5347 90%\uff0c\u6709\u6548\u964d\u4f4e\u786c\u9ad4\u8207\u80fd\u6e90\u6210\u672c\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n
          • \u52a0\u901f AI \u61c9\u7528\u843d\u5730\uff1a<\/strong>\n
              \n
            • \u5feb\u901f\u914d\u7f6e AI \u6a21\u578b\u8207\u61c9\u7528\u74b0\u5883\uff0c\u7e2e\u77ed\u91ab\u7642\u6a5f\u69cb AI \u5316\u7684\u6642\u9593\u9031\u671f\u3002<\/li>\n\n\n\n
            • \u63d0\u4f9b MLOps \u529f\u80fd\uff0c\u5f9e\u6a21\u578b\u8a13\u7df4\u5230\u63a8\u8ad6\u5168\u6d41\u7a0b\u652f\u6301\uff0c\u52a0\u901f\u91ab\u7642\u5834\u666f\u7684 AI \u90e8\u7f72\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n
            • \u9ad8\u6548\u5354\u4f5c\u8207\u7d71\u4e00\u7ba1\u7406\uff1a<\/strong>\n
                \n
              • \u6574\u5408\u6578\u64da\u4e2d\u5fc3\u8207\u591a\u96f2\u5e73\u53f0\uff0c\u5be6\u73fe\u91ab\u7642\u6578\u64da\u7684\u7121\u7e2b\u5354\u4f5c\u8207\u5171\u4eab\u3002<\/li>\n\n\n\n
              • \u512a\u5316\u904b\u71df\u8005\u7684\u7ba1\u7406\u6548\u7387\uff0c\u5305\u62ec\u8cc7\u6e90\u5206\u914d\u3001\u5065\u5eb7\u76e3\u63a7\u8207\u5e33\u52d9\u5206\u6790\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n

                \u89e3\u6c7a\u65b9\u6848\u67b6\u69cb\u8868<\/strong><\/h2>\n\n\n\n
                \u67b6\u69cb\u5c64<\/strong><\/th>\u8aaa\u660e<\/strong><\/th>\u8209\u4f8b<\/strong><\/th><\/tr><\/thead>
                \u61c9\u7528\u5c64<\/strong><\/td>\u843d\u5730\u61c9\u7528\u9060\u8ddd\u91ab\u7642\u3001\u91ab\u5b78\u5f71\u50cf\u8a3a\u65b7\u3001\u57fa\u56e0\u5206\u6790\u8207\u500b\u6027\u5316\u91ab\u7642\u61c9\u7528\u5834\u666f\u4ee5\u53ca\u6578\u64da\u6d41\u3002<\/td>\u865b\u64ec\u52a9\u624b\u3001\u75c5\u7406\u8a3a\u65b7\u3001\u91ab\u7642\u641c\u7d22\u3001\u91ab\u7642\u5f71\u50cf\u3001\u85e5\u7269\u958b\u767c\u3001\u91ab\u7642\u6a5f\u5668\u4eba\u3001\u667a\u80fd\u5065\u5eb7\u7ba1\u7406\u3001\u9060\u7aef\u91ab\u7642<\/td><\/tr>
                \u6280\u8853\u5c64<\/strong><\/td>AI-Stack\u5e73\u53f0 <\/strong>\u6a21\u578b\u8a13\u7df4\u81ea\u52d5\u5316\u6392\u7a0b\u53ca\u90e8\u5c6c\u61c9\u7528<\/td>\u8a9e\u97f3\u6216\u8a9e\u610f\u8fa8\u8b58\u3001\u5f71\u50cf\u8fa8\u8b58\u3001\u4eba\u6a5f\u4e92\u52d5\u3001\u91ab\u7642\u5927\u6578\u64da\u3001\u6df1\u5ea6\u5b78\u7fd2<\/td><\/tr>
                \u958b\u767c\u5c64<\/strong><\/td>AI-Stack\u5e73\u53f0 <\/strong>\u70ba\u958b\u767c\u8005\u63d0\u4f9b\u958b\u767c\u5de5\u5177\u548c\u4eba\u5de5\u667a\u6167\u751f\u614b\u7cfb\u7d71\u8cc7\u6e90\uff0c\u4ee5\u7c21\u5316\u8edf\u9ad4\u958b\u767c\u6d41\u7a0b\u5354\u4f5c\uff0c\u4e26\u517c\u5bb9\u591a\u6b3e\u93e1\u50cf\u8207\u958b\u767c\u5bb9\u5668\u74b0\u5883\u3002<\/td>\u958b\u6e90\u8edf\u9ad4(Open source software)\u3001\u5927\u8a9e\u8a00\u6a21\u578b(LLM)\u3001AI\u751f\u614b\u7cfb<\/td><\/tr>
                \u57fa\u790e\u8a2d\u65bd
                <\/strong><\/td>                		AI-Stack \u5e73\u53f0<\/strong>GPU\u7ba1\u7406\u63a7\u5236\u8207\u7b97\u529b\u8abf\u5ea6\uff0c\u53caHPC\u5206\u6563\u5f0f\u904b\u7b97\u8abf\u5ea6\u6280\u8853\uff0c\u652f\u6301\u591a\u7bc0\u9ede\u904b\u884c\u9ad8\u6548\u80fd\u8a13\u7df4\uff1b\u63d0\u4f9b\u8cc7\u6e90\u76e3\u63a7\u3001\u6b0a\u9650\u7ba1\u7406\u7b49\u529f\u80fd\u3002<\/td>\u9662\u5167\u7cfb\u7d71\u3001\u667a\u80fd\u91ab\u7642\u8a2d\u5099\u3001\u91ab\u7642\u6578\u64da\u5eab\u3001\u5730\u7aef\u4f3a\u670d\u5668\u3001AI\u6676\u7247\u3001GPU<\/td><\/tr><\/tbody><\/table><\/figure>\n","protected":false},"excerpt":{"rendered":"

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