{"id":1134221,"date":"2025-03-05T02:53:14","date_gmt":"2025-03-05T10:53:14","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-blog-post&p=1134221"},"modified":"2025-03-17T12:41:22","modified_gmt":"2025-03-17T19:41:22","slug":"research-forum-ep5-panel","status":"publish","type":"msr-blog-post","link":"https:\/\/www.microsoft.com\/en-us\/research\/articles\/research-forum-ep5-panel\/","title":{"rendered":"\u4eba\u5de5\u667a\u80fd\u5982\u4f55\u52a9\u529b\u7cbe\u51c6\u533b\u7597\uff1f"},"content":{"rendered":"\n

\u7f16\u8005\u6309\uff1a\u5982\u4eca\uff0c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u4e3a\u4eba\u7c7b\u793e\u4f1a\u5e26\u6765\u4e86\u524d\u6240\u672a\u6709\u7684\u80fd\u529b\uff0c\u5b83\u5c31\u50cf\u4e00\u79cd\u201c\u81ea\u7136\u8bed\u8a00\u201d\u53ef\u4ee5\u52a0\u901f\u751f\u7269\u533b\u5b66\u53d1\u73b0\uff0c\u4ece\u800c\u5927\u5e45\u63d0\u5347\u533b\u7597\u8d28\u91cf\uff0c\u540c\u65f6\u4e5f\u4e3a\u964d\u4f4e\u533b\u7597\u6210\u672c\u63d0\u4f9b\u4e86\u53ef\u80fd\u3002<\/p>\n\n\n\n

\u5728 Microsoft Research Forum \u7b2c\u4e94\u671f\u4e2d\uff0c\u6765\u81ea\u5fae\u8f6f\u7814\u7a76\u9662\u53ca\u884c\u4e1a\u7684\u5168\u7403\u9876\u5c16\u79d1\u5b66\u5bb6\u4eec\u5171\u540c\u63a2\u8ba8\u4e86\u4eba\u5de5\u667a\u80fd\u5728\u533b\u7597\u5065\u5eb7\u9886\u57df\u7684\u53d8\u9769\u6f5c\u529b\uff0c\u5185\u5bb9\u6db5\u76d6\u533b\u5b66\u5f71\u50cf\u3001\u5bb6\u5ead\u5065\u5eb7\u76d1\u6d4b\u3001\u7535\u5b50\u75c5\u5386\u548c\u836f\u7269\u53d1\u73b0\u7b49\u8bdd\u9898\u3002<\/p>\n\n\n\n

\n\n\n\n
\"\u5fae\u8f6f\u7814\u7a76\u9662
\u4e3b\u6301\u4eba\uff1a\u5fae\u8f6f\u7814\u7a76\u9662 Health Futures \u8d1f\u8d23\u4eba Hoifung Poon<\/figcaption><\/figure>\n\n\n\n

Hoifung Poon\uff1a\u5927\u5bb6\u597d\uff0c\u6b22\u8fce\u6765\u5230 Microsoft Research Forum\u3002\u4eca\u5929\u6211\u4eec\u5c06\u56f4\u7ed5\u201c\u7cbe\u51c6\u533b\u7597\u4e2d\u7684\u4eba\u5de5\u667a\u80fd\u201d\u5c55\u5f00\u4e00\u573a\u5706\u684c\u8ba8\u8bba\u3002\u4f17\u6240\u5468\u77e5\uff0c\u5168\u7403\u533b\u7597\u4f53\u7cfb\u9762\u4e34\u7740\u4e24\u5927\u6838\u5fc3\u6311\u6218\u2014\u2014\u533b\u7597\u7cbe\u51c6\u6027\u4e0d\u8db3\uff0c\u5f88\u591a\u7597\u6cd5\u5bf9\u60a3\u8005\u65e0\u6548\uff1b\u9ad8\u8d28\u91cf\u7684\u533b\u7597\u670d\u52a1\u6210\u672c\u8fc7\u9ad8\u4e14\u96be\u4ee5\u666e\u53ca\u3002\u5982\u4eca\uff0c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u4e3a\u6211\u4eec\u5e26\u6765\u4e86\u524d\u6240\u672a\u6709\u7684\u80fd\u529b\uff0c\u6709\u671b\u8ba9\u9ad8\u8d28\u91cf\u7684\u533b\u7597\u670d\u52a1\u666e\u53ca\u5230\u6bcf\u4e00\u4e2a\u4eba\u3002\u5f53\u7136\uff0c\u8fd9\u662f\u4e00\u9879\u5b8f\u4f1f\u7684\u613f\u666f\uff0c\u4ec5\u9760\u4e00\u4e2a\u56e2\u961f\u662f\u65e0\u6cd5\u5b8c\u6210\u7684\u3002\u5728\u5fae\u8f6f\u7814\u7a76\u9662\uff0c\u6211\u4eec\u975e\u5e38\u5e78\u8fd0\u80fd\u591f\u4fc3\u8fdb\u5168\u7403\u4f18\u79c0\u79d1\u7814\u4eba\u5458\u4e4b\u95f4\u7684\u6df1\u5ea6\u5408\u4f5c\uff0c\u8fd8\u80fd\u548c\u5fae\u8f6f\u5065\u5eb7\u4e0e\u751f\u547d\u79d1\u5b66\u90e8\u95e8\u4ee5\u53ca\u5927\u578b\u533b\u7597\u7cfb\u7edf\u7b49\u5916\u90e8\u4f19\u4f34\u7d27\u5bc6\u5408\u4f5c\u3002\u4eca\u5929\u7684\u5706\u684c\u8ba8\u8bba\u6b63\u662f\u8fd9\u79cd\u8de8\u9886\u57df\u6df1\u5ea6\u5408\u4f5c\u7684\u5b8c\u7f8e\u4f53\u73b0\u3002<\/strong><\/p>\n\n\n\n

\u9996\u5148\u8bf7\u95eeAva Amini\uff0c\u4f60\u76ee\u524d\u6700\u611f\u5174\u8da3\u7684\u7814\u7a76\u65b9\u5411\u662f\u4ec0\u4e48\uff1f<\/strong><\/p>\n\n\n\n


<\/strong>Ava Amini\uff1a<\/strong>\u6211\u7684\u5de5\u4f5c\u91cd\u5fc3\u662f\u5f00\u53d1\u521b\u65b0\u7684\u4eba\u5de5\u667a\u80fd\u65b9\u6cd5\u6765\u52a0\u901f\u6211\u4eec\u5bf9\u751f\u7269\u5b66\u7684\u7406\u89e3\u548c\u8bbe\u8ba1\u80fd\u529b\u3002\u5176\u5b9e\uff0c\u8fd9\u6e90\u4e8e\u6211\u5185\u5fc3\u6df1\u5904\u7684\u597d\u5947\uff0c\u6211\u5e0c\u671b\u5c06\u8ba1\u7b97\u3001\u5b9a\u91cf\u79d1\u5b66\u548c\u5de5\u7a0b\u5b66\u7684\u529b\u91cf\u5f15\u5165\u751f\u7269\u4e16\u754c\uff0c\u63ed\u793a\u751f\u7269\u5b66\u7684\u8fd0\u4f5c\u673a\u5236\u3002<\/p>\n\n\n\n

\"\u5609\u5bbe\uff1a\u5fae\u8f6f\u65b0\u82f1\u683c\u5170\u7814\u7a76\u9662\u9ad8\u7ea7\u7814\u7a76\u5458
\u5609\u5bbe\uff1a\u5fae\u8f6f\u65b0\u82f1\u683c\u5170\u7814\u7a76\u9662\u9ad8\u7ea7\u7814\u7a76\u5458 Ava Amini<\/figcaption><\/figure>\n\n\n\n

\u6211\u4e2a\u4eba\u6700\u611f\u5174\u8da3\u7684\u662f\uff0c\u7ec6\u80de\u5c42\u9762\u7684\u884c\u4e3a\u662f\u5982\u4f55\u4ece\u5355\u4e2a\u751f\u7269\u5206\u5b50\u7684\u76f8\u4e92\u4f5c\u7528\u548c\u6d3b\u52a8\u4e2d\u4ea7\u751f\u7684\uff1f\u8fd9\u4e9b\u8fc7\u7a0b\u5728\u75be\u75c5\u4e2d\u53c8\u4e3a\u4f55\u4f1a\u5931\u8c03\u7684\uff1f\u6211\u4eec\u5982\u4f55\u901a\u8fc7\u7406\u89e3\u8fd9\u4e9b\u8c03\u63a7\u548c\u5931\u8c03\u673a\u5236\uff0c\u5f00\u53d1\u51fa\u66f4\u6709\u6548\u3001\u66f4\u4e2a\u6027\u5316\u7684\u6cbb\u7597\u65b9\u6cd5\u3002<\/p>\n\n\n\n

\u6211\u4eec\u7684\u76ee\u6807\u662f\u501f\u52a9\u4eba\u5de5\u667a\u80fd\u7684\u5f3a\u5927\u80fd\u529b\u6316\u6398\u751f\u7269\u5b66\u4e2d\u7684\u65b0\u6d1e\u89c1\uff0c\u4ece\u800c\u63a8\u52a8\u65b0\u7597\u6cd5\u548c\u66f4\u4f18\u5e72\u9884\u63aa\u65bd\u7684\u7814\u53d1\uff0c\u6211\u4eec\u5e0c\u671b\u8fd9\u4e9b\u6210\u679c\u6700\u7ec8\u80fd\u5e94\u7528\u4e8e\u4e34\u5e8a\uff0c\u9020\u798f\u60a3\u8005\u3002<\/p>\n\n\n\n

Hoifung Poon\uff1a\u63a5\u4e0b\u6765\uff0c\u8bf7\u90b1\u9502\u529b\u535a\u58eb\u5206\u4eab\u4e00\u4e0b\u60a8\u5728\u8de8\u9886\u57df\u5408\u4f5c\u4e2d\u7684\u6545\u4e8b\u3002<\/strong><\/p>\n\n\n\n

\u90b1\u9502\u529b\uff1a<\/strong>\u5728\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff0c\u6211\u4eec\u81f4\u529b\u4e8e\u5f00\u53d1\u7528\u4e8e\u533b\u7597\u5065\u5eb7\u7684\u4f20\u611f\u6280\u672f\u548c\u673a\u5668\u5b66\u4e60\u6280\u672f\u3002\u4e0e Ava \u7684\u7814\u7a76\u5de5\u4f5c\u76f8\u8f85\u76f8\u6210\uff0c\u6211\u4eec\u7684\u91cd\u70b9\u662f\u201c\u5b66\u4e60\u201d\u60a3\u8005\u5728\u533b\u9662\u4e4b\u5916\u7684\u201c\u8bed\u8a00\u201d\u3002\u968f\u7740\u6162\u6027\u75be\u75c5\u3001\u4e0d\u53ef\u9884\u6d4b\u7684\u5065\u5eb7\u5371\u673a\u4ee5\u53ca\u4e2a\u6027\u5316\u6cbb\u7597\u9700\u6c42\u7684\u4e0d\u65ad\u589e\u52a0\uff0c\u4f20\u7edf\u7684\u533b\u9662\u76d1\u6d4b\u5df2\u65e0\u6cd5\u6ee1\u8db3\u73b0\u4ee3\u533b\u7597\u7684\u590d\u6742\u9700\u6c42\u3002<\/p>\n\n\n\n

\u4ee5\u4e00\u540d\u5fc3\u8840\u7ba1\u75be\u75c5\u60a3\u8005\u4e3a\u4f8b\uff0c\u4ed6\u6bcf\u5e74\u53ef\u80fd\u53ea\u53bb\u533b\u9662\u51e0\u6b21\u3002\u8868\u9762\u4e0a\u770b\u8d77\u6765\u4e00\u5207\u6b63\u5e38\u2014\u2014\u8840\u538b\u7a33\u5b9a\u3001\u5fc3\u7387\u5e73\u7a33\u3001\u547c\u5438\u6b63\u5e38\u3002\u7136\u800c\uff0c\u5728\u8fd9\u4e9b\u68c0\u67e5\u95f4\u9694\u671f\u95f4\uff0c\u4ed6\u4f53\u5185\u53ef\u80fd\u4f1a\u51fa\u73b0\u4e00\u4e9b\u5fae\u5999\u7684\u6ce2\u52a8\u3002\u8fd9\u4e9b\u6ce2\u52a8\u53ef\u80fd\u662f\u6f5c\u5728\u5065\u5eb7\u5371\u673a\u7684\u8b66\u793a\u4fe1\u53f7\uff0c\u4f46\u5728\u5b83\u4eec\u6f14\u53d8\u4e3a\u5371\u53ca\u751f\u547d\u7684\u7d27\u6025\u60c5\u51b5\u4e4b\u524d\uff0c\u5f80\u5f80\u96be\u4ee5\u88ab\u5bdf\u89c9\u3002<\/p>\n\n\n\n

\"\u5609\u5bbe\uff1a\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u526f\u9662\u957f\u90b1\u9502\u529b\"
\u5609\u5bbe\uff1a\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u526f\u9662\u957f\u90b1\u9502\u529b<\/figcaption><\/figure>\n\n\n\n

\u5bf9\u6211\u6765\u8bf4\uff0c\u8fd9\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u62bd\u8c61\u7684\u6982\u5ff5\uff0c\u800c\u662f\u4e00\u6bb5\u75db\u82e6\u7684\u7ecf\u5386\u3002\u6211\u7684\u6bcd\u4eb2\u548c\u7956\u6bcd\u90fd\u56e0\u5fc3\u8840\u7ba1\u75be\u75c5\u5728\u5bb6\u4e2d\u79bb\u4e16\u3002\u5979\u4eec\u7684\u79bb\u53bb\u8ba9\u6211\u6df1\u523b\u610f\u8bc6\u5230\uff0c\u6211\u4eec\u9700\u8981\u66f4\u5f3a\u5927\u7684\u76d1\u6d4b\u5de5\u5177\uff0c\u8fd9\u4e9b\u5de5\u5177\u80fd\u591f\u8d85\u8d8a\u533b\u9662\u7684\u201c\u56f4\u5899\u201d\u3002\u8fd9\u6837\u7684\u7ecf\u5386\u6fc0\u52b1\u6211\u63a2\u7d22\u548c\u5f00\u53d1\u5c45\u5bb6\u8fde\u7eed\u76d1\u6d4b\u5de5\u5177\uff0c\u4ee5\u9632\u6b62\u7c7b\u4f3c\u7684\u60b2\u5267\u518d\u6b21\u53d1\u751f\uff0c\u5373\u4f7f\u60a3\u8005\u4e0d\u5728\u533b\u9662\uff0c\u4e5f\u80fd\u4e3a\u4ed6\u4eec\u63d0\u4f9b\u4fdd\u62a4\u3002<\/p>\n\n\n\n

\u4f20\u611f\u6280\u672f\u548c\u4eba\u5de5\u667a\u80fd\u7684\u8fdb\u6b65\u4e3a\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\u5e26\u6765\u4e86\u5e0c\u671b\u3002\u901a\u8fc7\u6301\u7eed\u76d1\u6d4b\u751f\u547d\u4f53\u5f81\u548c\u8eab\u4f53\u6d3b\u52a8\uff0c\u533b\u62a4\u5de5\u4f5c\u8005\u53ef\u4ee5\u66f4\u6df1\u5165\u3001\u66f4\u5168\u9762\u3001\u66f4\u51c6\u786e\u5730\u4e86\u89e3\u60a3\u8005\u7684\u75c5\u60c5\u3002\u8fd9\u5c06\u5e26\u6765\u8bb8\u591a\u663e\u8457\u7684\u597d\u5904\uff1a<\/p>\n\n\n\n

\u9996\u5148\uff0c\u6211\u4eec\u53ef\u4ee5\u5b9e\u73b0\u65e9\u671f\u7684\u68c0\u6d4b\u548c\u9884\u9632\u3002\u6301\u7eed\u76d1\u6d4b\u80fd\u591f\u5728\u75c5\u60c5\u6076\u5316\u4e4b\u524d\u53ca\u65f6\u53d1\u73b0\u504f\u79bb\u6b63\u5e38\u5065\u5eb7\u53c2\u6570\u7684\u5f02\u5e38\u60c5\u51b5\uff0c\u4ece\u800c\u8fdb\u884c\u53ca\u65f6\u5e72\u9884\u3002\u5176\u6b21\uff0c\u5236\u5b9a\u4e2a\u6027\u5316\u548c\u9002\u5e94\u6027\u6cbb\u7597\u8ba1\u5212\u6210\u4e3a\u53ef\u80fd\u3002\u6bcf\u4e2a\u60a3\u8005\u90fd\u662f\u72ec\u4e00\u65e0\u4e8c\u7684\uff0c\u7cbe\u51c6\u533b\u7597\u9700\u8981\u57fa\u4e8e\u5b9e\u65f6\u6570\u636e\u5236\u5b9a\u4e2a\u6027\u5316\u7684\u6cbb\u7597\u65b9\u6848\u3002\u6301\u7eed\u76d1\u6d4b\u8ba9\u533b\u751f\u80fd\u591f\u6839\u636e\u60a3\u8005\u7684\u5b9e\u9645\u884c\u4e3a\u548c\u4e00\u6bb5\u65f6\u95f4\u5185\u7684\u751f\u7406\u53cd\u5e94\uff0c\u7075\u6d3b\u8c03\u6574\u836f\u7269\u6cbb\u7597\u3001\u751f\u6d3b\u65b9\u5f0f\u5efa\u8bae\u548c\u6cbb\u7597\u7b56\u7565\u3002<\/p>\n\n\n\n

\u6b64\u5916\uff0c\u76f8\u5173\u6280\u672f\u8fd8\u53ef\u4ee5\u5728\u964d\u4f4e\u533b\u7597\u6210\u672c\u7684\u540c\u65f6\uff0c\u63d0\u9ad8\u60a3\u8005\u7684\u53c2\u4e0e\u5ea6\u548c\u751f\u6d3b\u8d28\u91cf\u3002\u5f53\u60a3\u8005\u80fd\u591f\u5b9e\u65f6\u4e86\u89e3\u81ea\u5df1\u7684\u5065\u5eb7\u72b6\u51b5\u65f6\uff0c\u4ed6\u4eec\u4f1a\u66f4\u79ef\u6781\u5730\u53c2\u4e0e\u81ea\u5df1\u7684\u5065\u5eb7\u7ba1\u7406\u3002\u53ef\u7a7f\u6234\u8bbe\u5907\u548c\u79fb\u52a8\u5e94\u7528\u8d4b\u4e88\u4e86\u60a3\u8005\u505a\u51fa\u660e\u667a\u751f\u6d3b\u65b9\u5f0f\u9009\u62e9\u7684\u80fd\u529b\uff0c\u5e2e\u52a9\u4ed6\u4eec\u66f4\u597d\u5730\u9075\u5faa\u6cbb\u7597\u8ba1\u5212\uff0c\u5e76\u79ef\u6781\u53c2\u4e0e\u7ba1\u7406\u81ea\u5df1\u7684\u5065\u5eb7\u3002\u8fd9\u4e0d\u4ec5\u53ef\u4ee5\u6539\u5584\u60a3\u8005\u7684\u6cbb\u7597\u6548\u679c\uff0c\u8fd8\u53ef\u4ee5\u663e\u8457\u964d\u4f4e\u533b\u7597\u6210\u672c\u3002<\/p>\n\n\n\n

Hoifung Poon\uff1a\u60a8\u7684\u5206\u4eab\u592a\u68d2\u4e86\uff01\u4eb2\u8eab\u7ecf\u5386\u4f1a\u8ba9\u6211\u4eec\u601d\u8003\uff0c\u5982\u4f55\u5c06\u524d\u6cbf\u79d1\u6280\u7684\u80fd\u529b\u666e\u53ca\u7ed9\u6bcf\u4e2a\u4eba\u3002\u5728\u533b\u7597\u884c\u4e1a\u4e2d\u6709\u7740\u4e30\u5bcc\u7ecf\u9a8c\u7684 Carlo Bifulco\uff0c\u4f60\u5bf9\u6b64\u6709\u4f55\u770b\u6cd5\uff1f<\/strong><\/p>\n\n\n\n

Carlo Bifulco\uff1a<\/strong>\u786e\u5b9e\uff0c\u6211\u4e00\u76f4\u5728\u4e00\u7ebf\u5de5\u4f5c\u3002\u5728\u7814\u7a76\u65b9\u9762\uff0c\u76ee\u524d\u6211\u7684\u5de5\u4f5c\u4e3b\u8981\u96c6\u4e2d\u5728\u57fa\u56e0\u7ec4\u5b66\uff0c\u4f46\u4e5f\u5305\u62ec\u7a7a\u95f4\u751f\u7269\u5b66\u548c\u4eba\u5de5\u667a\u80fd\u3002\u901a\u8fc7\u91c7\u7528\u8f6c\u5316\u533b\u5b66\u7684\u7814\u7a76\u65b9\u6cd5\uff0c\u6211\u4eec\u6b63\u5728\u8bd5\u56fe\u5c06\u8fd9\u4e9b\u6280\u672f\u5e94\u7528\u4e8e\u672a\u6765\u7684\u60a3\u8005\u62a4\u7406\uff0c\u540c\u65f6\u4e5f\u5728\u5c3d\u53ef\u80fd\u5730\u6539\u5584\u5f53\u524d\u7684\u62a4\u7406\u6c34\u5e73\u3002\u5f88\u5e78\u8fd0\uff0c\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\u6211\u4eec\u80fd\u591f\u4e0e Hoifung \u7684\u56e2\u961f\u4ee5\u53ca\u5fae\u8f6f\u7814\u7a76\u9662\u7684\u5176\u4ed6\u56e2\u961f\u8fdb\u884c\u5bc6\u5207\u5408\u4f5c\u3002<\/p>\n\n\n\n

\"\u5609\u5bbe\uff1aProvidence
\u5609\u5bbe\uff1aProvidence Genomics \u9996\u5e2d\u533b\u5b66\u5b98 Carlo Bifulco<\/figcaption><\/figure>\n\n\n\n

\u76ee\u524d\uff0c\u6211\u6700\u5174\u594b\u7684\u662f\u6211\u4eec\u6700\u8fd1\u83b7\u5f97\u7684\u4e00\u4e2a\u673a\u4f1a\uff0c\u5b83\u805a\u7126\u4e8e\u63a8\u52a8\u75c5\u7406\u5b66\u9886\u57df\u7684\u8303\u5f0f\u8f6c\u53d8\u3002\u6211\u4eec\u7387\u5148\u5c06\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u548c\u5927\u578b\u57fa\u7840\u6a21\u578b\u5f15\u5165\u8be5\u9886\u57df\uff0c\u5f00\u53d1\u4e86\u4e00\u4e2a\u540d\u4e3a Prov-GigaPath \u7684\u8d85\u5927\u578b\u5f00\u653e\u6743\u91cd\u6a21\u578b\uff0c\u5b83\u62e5\u6709\u8d85\u8fc713\u4ebf\u4e2a\u53c2\u6570\u3002\u76ee\u524d\u8be5\u6a21\u578b\u5728 Hugging Face \u4e0a\u83b7\u5f97\u4e8650\u4e07\u6b21\u4e0b\u8f7d\u3002\u672a\u6765\uff0c\u6211\u4eec\u5c06\u6574\u5408\u66f4\u591a\u7c7b\u578b\u7684\u591a\u6a21\u6001\u6570\u636e\uff0c\u5305\u62ec\u57fa\u56e0\u7ec4\u5b66\u3001\u7a7a\u95f4\u751f\u7269\u5b66\u7b49\uff0c\u4ee5\u5b9e\u73b0\u66f4\u5168\u9762\u7684\u7cbe\u51c6\u533b\u7597\u3002<\/p>\n\n\n\n

Hoifung Poon\uff1a\u6211\u4eec\u4e5f\u975e\u5e38\u8363\u5e78\u80fd\u591f\u4e0e\u4f60\u5408\u4f5c\u3002\u6211\u8ba4\u4e3a\u6df1\u5ea6\u5408\u4f5c\u4e5f\u5e26\u6765\u4e86\u4ee4\u4eba\u5174\u594b\u7684\u524d\u666f\u3002\u8bf7\u95ee Matthew\uff0c\u5982\u4f55\u901a\u8fc7\u8de8\u9886\u57df\u5408\u4f5c\u89c4\u6a21\u5316\u5730\u5f71\u54cd\u66f4\u591a\u7684\u60a3\u8005\uff1f<\/strong><\/p>\n\n\n\n

Matthew Lungren\uff1a<\/strong>\u6211\u4eec\u662f\u4e00\u652f\u7531\u6570\u636e\u79d1\u5b66\u5bb6\u3001\u9879\u76ee\u7ecf\u7406\u548c\u5de5\u7a0b\u5e08\u7ec4\u6210\u7684\u56e2\u961f\uff0c\u4e13\u6ce8\u4e8e\u5728\u7ec4\u7ec7\u5185\u5916\u4e0e\u5408\u4f5c\u4f19\u4f34\u5f00\u5c55\u53cc\u5411\u534f\u4f5c\uff0c\u5e0c\u671b\u627e\u51fa\u533b\u7597\u5065\u5eb7\u7684\u6838\u5fc3\u95ee\u9898\uff0c\u53d1\u73b0\u5f53\u524d\u6280\u672f\u7684\u5dee\u8ddd\uff0c\u5e76\u63a2\u7d22\u521b\u65b0\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n

\"\u5609\u5bbe\uff1a\u5fae\u8f6f\u5065\u5eb7\u4e0e\u751f\u547d\u79d1\u5b66\u9996\u5e2d\u6570\u636e\u79d1\u5b66\u5b98
\u5609\u5bbe\uff1a\u5fae\u8f6f\u5065\u5eb7\u4e0e\u751f\u547d\u79d1\u5b66\u9996\u5e2d\u6570\u636e\u79d1\u5b66\u5b98 Matthew Lungren<\/figcaption><\/figure>\n\n\n\n

\u6211\u8ba4\u4e3a\u6211\u4eec\u6b63\u5904\u4e8e\u4e00\u4e2a\u6781\u5177\u6f5c\u529b\u7684\u8282\u70b9\uff0c\u5f3a\u5927\u7684\u8bed\u8a00\u6a21\u578b\u5728\u5f88\u591a\u4e0d\u540c\u9886\u57df\uff0c\u5c24\u5176\u662f\u79d1\u6280\u9886\u57df\uff0c\u5c55\u73b0\u51fa\u4e86\u5353\u8d8a\u7684\u6027\u80fd\u3002\u800c\u6211\u4eec\u770b\u5230\u7684\u673a\u4f1a\u6b63\u662f\u5c06\u8fd9\u79cd\u80fd\u529b\u8f6c\u5316\u4e3a\u80fd\u591f\u8f7b\u677e\u83b7\u53d6\u4fe1\u606f\u3001\u5904\u7406\u4fe1\u606f\u3001\u751a\u81f3\u4e30\u5bcc\u4fe1\u606f\u7684\u5de5\u5177\uff0c\u5e76\u5c06\u5176\u4e0e\u60a3\u8005\u6570\u636e\u76f8\u7ed3\u5408\u3002\u5728\u4e34\u5e8a\u5f71\u50cf\u9886\u57df\uff0c\u8fd9\u79cd\u878d\u5408\u5c24\u4e3a\u91cd\u8981\u3002<\/p>\n\n\n\n

\u56e0\u6b64\uff0c\u6211\u5bf9\u5373\u5c06\u5230\u6765\u7684\u673a\u9047\u5145\u6ee1\u671f\u5f85\u3002\u6b63\u5982 Carlo \u63d0\u5230\u7684\uff0c\u6211\u4eec\u76ee\u524d\u5728 Azure \u76ee\u5f55\u4e0a\u63a8\u51fa\u7684\u6a21\u578b\uff0c\u6db5\u76d6\u4e86\u591a\u79cd\u6a21\u6001\uff0c\u4e3a\u533b\u7597\u5065\u5eb7\u5f00\u53d1\u4eba\u5458\u7684\u751f\u6001\u7cfb\u7edf\u63d0\u4f9b\u4e86\u673a\u4f1a\u3002\u8fd9\u6837\u4ed6\u4eec\u5c31\u53ef\u4ee5\u8bf4\uff1a\u201c\u8fd9\u4e9b\u5de5\u5177\u8ba9\u6211\u4eec\u79bb\u76ee\u6807\u66f4\u8fd1\u4e86\uff0c\u8ba9\u6211\u4eec\u6765\u5b8c\u6210\u6700\u540e\u7684\u4e00\u6b65\uff0c\u5c06\u5176\u5927\u89c4\u6a21\u8f6c\u5316\u4e3a\u5b9e\u9645\u5e94\u7528\u3002\u201d<\/p>\n\n\n\n

Hoifung Poon\uff1aMatthew \u521a\u624d\u63d0\u5230\uff0c\u9664\u4e86\u6587\u672c\u6a21\u6001\uff0c\u8fd8\u6709\u8bb8\u591a\u975e\u6587\u672c\u7684\u751f\u7269\u533b\u5b66\u6a21\u6001\uff0c\u4f46\u8fd9\u4e9b\u6a21\u6001\u4f1a\u5b58\u5728\u72ec\u7279\u7684\u6311\u6218\u3002\u90a3\u4e48\uff0c\u5927\u5bb6\u5728\u5404\u81ea\u7684\u9886\u57df\u76ee\u524d\u9762\u4e34\u7684\u5173\u952e\u6311\u6218\u662f\u4ec0\u4e48\uff1f\u53c8\u6709\u54ea\u4e9b\u65b0\u7684\u53d1\u73b0\uff1f<\/strong><\/p>\n\n\n\n

Ava Amini\uff1a<\/strong>\u53cc\u5411\u6027\u5bf9\u6211\u4eec\u601d\u8003\u5982\u4f55\u5728\u751f\u7269\u5b66\u9886\u57df\u5e94\u7528\u4eba\u5de5\u667a\u80fd\u4ee5\u53ca\u5982\u4f55\u771f\u6b63\u5c06\u5176\u4ed8\u8bf8\u5b9e\u8df5\u81f3\u5173\u91cd\u8981\u3002\u4ec5\u4ec5\u5f00\u53d1\u80fd\u591f\u5b66\u4e60\u86cb\u767d\u8d28\u5e8f\u5217\u3001\u86cb\u767d\u8d28\u7ed3\u6784\u6216\u5176\u4ed6\u751f\u7269\u6a21\u6001\u7684\u6a21\u578b\u662f\u4e0d\u591f\u7684\u3002<\/p>\n\n\n\n

\u6211\u4eec\u771f\u6b63\u5173\u6ce8\u7684\u662f\u5982\u4f55\u5c06\u8fd9\u4e9b\u6a21\u578b\u8f6c\u5316\u4e3a\u80fd\u591f\u5207\u5b9e\u63a8\u52a8\u751f\u7269\u5b66\u53d1\u73b0\u7684\u5f3a\u5927\u5de5\u5177\u3002\u4f5c\u4e3a\u8fc8\u5411\u8fd9\u4e00\u76ee\u6807\u7684\u91cd\u8981\u4e00\u6b65\uff0c\u6211\u4eec\u4e0e\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u548c\u54c8\u4f5b\u5927\u5b66\u7684\u535a\u5fb7\u7814\u7a76\u6240\uff08Broad Institute\uff09\u5efa\u7acb\u4e86\u957f\u671f\u7684\u5408\u4f5c\u5173\u7cfb\u3002\u6211\u4eec\u7684\u5408\u4f5c\u805a\u7126\u764c\u75c7\u7ec6\u80de\u751f\u7269\u5b66\uff0c\u81f4\u529b\u4e8e\u8d85\u8d8a DNA \u70b9\u7a81\u53d8\u548c\u6539\u53d8\u7684\u57fa\u56e0\u7ec4\u6d4b\u91cf\uff0c\u5229\u7528\u4eba\u5de5\u667a\u80fd\u6765\u5b66\u4e60\u7ec6\u80de\u7684\u6574\u4f53\u8868\u5f81\u4ee5\u53ca\u5b83\u4eec\u5982\u4f55\u4e0e\u5fae\u73af\u5883\u4e2d\u7684\u5176\u4ed6\u5c40\u90e8\u56e0\u7d20\u76f8\u4e92\u4f5c\u7528\u3002\u5bf9\u6b64\uff0c\u6211\u4eec\u542f\u52a8\u4e86\u4e00\u4e2a\u540d\u4e3a \u201cEx Vivo\u201d \u7684\u7814\u7a76\u5408\u4f5c\u9879\u76ee\uff0c\u751f\u52a8\u4f53\u73b0\u4e86\u53cc\u5411\u6027\u3002<\/p>\n\n\n\n

\u6211\u4eec\u5728\u535a\u5fb7\u7814\u7a76\u6240\u6709\u4e00\u4e2a\u4e13\u95e8\u7684\u5b9e\u9a8c\u5ba4\u56e2\u961f\u548c\u6e7f\u5b9e\u9a8c\u5ba4\u7a7a\u95f4\u3002\u4f5c\u4e3a\u8ba1\u7b97\u79d1\u5b66\u5bb6\u548c\u4eba\u5de5\u667a\u80fd\u79d1\u5b66\u5bb6\uff0c\u6211\u4eec\u53ef\u4ee5\u771f\u6b63\u6df1\u5165\u5176\u4e2d\uff0c\u8bbe\u8ba1\u751f\u6210\u6570\u636e\u7684\u5b9e\u9a8c\uff0c\u5e76\u9a8c\u8bc1\u6211\u4eec\u5f00\u53d1\u7684\u6a21\u578b\u6240\u505a\u51fa\u7684\u9884\u6d4b\u3002\u6211\u8ba4\u4e3a\uff0c\u8fd9\u5bf9\u6211\u4eec\u6765\u8bf4\u662f\u4e00\u4e2a\u6838\u5fc3\u6311\u6218\u2014\u2014\u5728\u751f\u7269\u5b66\u9886\u57df\uff0c\u5982\u4f55\u5efa\u7acb\u771f\u6b63\u53cc\u5411\u7684\u534f\u540c\u5173\u7cfb\uff0c\u5e76\u5c06\u5176\u4f5c\u4e3a\u63a8\u52a8\u8fd9\u4e9b\u5efa\u6a21\u5de5\u4f5c\u8fdb\u5165\u751f\u7269\u5b66\u5b9e\u9a8c\u5ba4\u7684\u50ac\u5316\u5242\u3002<\/p>\n\n\n\n

\u90b1\u9502\u529b\uff1a<\/strong>\u6301\u7eed\u5065\u5eb7\u76d1\u6d4b\u6709\u5f88\u591a\u4f18\u52bf\uff0c\u4f46\u540c\u65f6\u4e5f\u5e26\u6765\u4e86\u8bf8\u591a\u6311\u6218\u3002\u6211\u4eec\u76ee\u524d\u5173\u6ce8\u7684\u4e3b\u8981\u6311\u6218\u6709\u4e94\u4e2a\u65b9\u9762\u3002<\/p>\n\n\n\n

\u9996\u5148\u662f\u6613\u7528\u6027\u3002\u533b\u9662\u7ea7\u76d1\u6d4b\u8bbe\u5907\u901a\u5e38\u9700\u8981\u4e13\u4e1a\u533b\u7597\u4eba\u5458\u64cd\u4f5c\uff0c\u4f46\u5bb6\u7528\u8bbe\u5907\u9700\u8981\u975e\u5e38\u76f4\u89c2\u4e14\u7528\u6237\u53cb\u597d\uff0c\u4ee5\u4fbf\u8ba9\u8001\u5e74\u4eba\u8fd9\u6837\u7684\u7528\u6237\u7fa4\u4f53\u4e5f\u80fd\u72ec\u7acb\u4f7f\u7528\u3002\u4e3a\u6b64\uff0c\u6211\u4eec\u6b63\u5728\u5f00\u53d1\u7b80\u4fbf\u7684\u53ef\u7a7f\u6234\u4f20\u611f\u8bbe\u5907\uff0c\u4f8b\u5982\u8033\u673a\u4f20\u611f\u7b49\uff0c\u5c3d\u53ef\u80fd\u51cf\u5c11\u7528\u6237\u7684\u64cd\u4f5c\u8d1f\u62c5\u3002<\/p>\n\n\n\n

\u5176\u6b21\uff0c\u6211\u4eec\u9700\u8981\u5b9e\u73b0\u9ad8\u7cbe\u5ea6\u548c\u9c81\u68d2\u6027\u3002\u5bb6\u5ead\u5065\u5eb7\u76d1\u6d4b\u8bbe\u5907\u901a\u5e38\u4ee5\u6210\u672c\u6548\u76ca\u4e3a\u5bfc\u5411\uff0c\u4e14\u7406\u60f3\u60c5\u51b5\u4e0b\u9700\u8981\u652f\u6301\u975e\u4fb5\u5165\u5f0f\u4f20\u611f\u3002\u8fd9\u4f7f\u5f97\u5b9e\u73b0\u9ad8\u7cbe\u5ea6\u548c\u9c81\u68d2\u6027\u53d8\u5f97\u6781\u5177\u6311\u6218\u3002\u4e3a\u4e86\u589e\u5f3a\u8bbe\u5907\u7684\u53ef\u9760\u6027\uff0c\u6211\u4eec\u6b63\u5728\u63a2\u7d22\u786c\u4ef6\u548c\u8f6f\u4ef6\u7684\u534f\u540c\u8bbe\u8ba1\u3002\u5728\u786c\u4ef6\u65b9\u9762\uff0c\u6211\u4eec\u6b63\u5728\u5f00\u53d1\u5148\u8fdb\u7684\u8d85\u8868\u9762\uff0c\u4ee5\u663e\u8457\u63d0\u9ad8\u4f20\u611f\u5206\u8fa8\u7387<\/a>\u3002\u8d85\u8868\u9762\u7531\u8bb8\u591a\u4e9a\u6ce2\u957f\u5355\u5143\u7ec4\u6210\uff0c\u8fd9\u4e9b\u5355\u5143\u88ab\u8bbe\u8ba1\u6210\u80fd\u591f\u4ee5\u4f20\u7edf\u6750\u6599\u65e0\u6cd5\u5b9e\u73b0\u7684\u65b9\u5f0f\u64cd\u7eb5\u6ce2\u3002\u901a\u8fc7\u7cbe\u5fc3\u8bbe\u8ba1\u5176\u51e0\u4f55\u5f62\u72b6\u3001\u6750\u6599\u5c5e\u6027\u548c\u7a7a\u95f4\u6392\u5217\uff0c\u8d85\u8868\u9762\u80fd\u591f\u5b9e\u73b0\u7075\u6d3b\u7684\u6ce2\u524d\u63a7\u5236\uff0c\u5e76\u63d0\u4f9b\u9ad8\u5206\u8fa8\u7387\u4f20\u611f\u3002\u5728\u8f6f\u4ef6\u65b9\u9762\uff0c\u6211\u4eec\u6b63\u5728\u5f00\u53d1\u5148\u8fdb\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u4ee5\u652f\u6301\u591a\u6a21\u6001\u6570\u636e\u7684\u5904\u7406\u3002<\/p>\n\n\n\n

\u7b2c\u4e09\u662f\u6269\u5927\u4f20\u611f\u8303\u56f4\u548c\u79fb\u52a8\u6027\u652f\u6301\u3002\u7528\u6237\u5e0c\u671b\u65e0\u8bba\u8eab\u5904\u4f55\u5730\u90fd\u80fd\u8fdb\u884c\u6301\u7eed\u76d1\u6d4b\uff0c\u56e0\u6b64\u5373\u4f7f\u5728\u73af\u5883\u4e2d\u79fb\u52a8\uff0c\u4f20\u611f\u8bbe\u5907\u4e5f\u5e94\u8be5\u80fd\u591f\u6b63\u5e38\u5de5\u4f5c\u3002\u4e3a\u6b64\uff0c\u6211\u4eec\u5f00\u53d1\u4e86\u4e00\u79cd\u57fa\u4e8e\u8d85\u8868\u9762\u7684\u65b9\u6cd5\u6765\u6269\u5927\u4f20\u611f\u8303\u56f4\uff0c\u7528\u6237\u5373\u4f7f\u5728\u8fdc\u5904\u6216\u88ab\u6bef\u5b50\u8986\u76d6\u65f6\uff0c\u8bbe\u5907\u4e5f\u80fd\u6301\u7eed\u611f\u77e5\u3002<\/p>\n\n\n\n

\u7b2c\u56db\u662f\u5fc3\u7406\u72b6\u6001\u611f\u77e5\u4e0e\u8bad\u7ec3\u3002\u6301\u7eed\u611f\u77e5\u4e0d\u4ec5\u9700\u8981\u8ddf\u8e2a\u751f\u547d\u4f53\u5f81\uff0c\u8fd8\u5e94\u63d0\u4f9b\u5173\u4e8e\u4e2a\u4eba\u8ba4\u77e5\u548c\u60c5\u7eea\u5065\u5eb7\u72b6\u51b5\u7684\u5b9e\u65f6\u6d1e\u5bdf\u3002\u6211\u4eec\u6b63\u5728\u5f00\u53d1\u4e00\u79cd\u65b9\u6cd5\u6765\u8ddf\u8e2a\u7528\u6237\u7684\u5fc3\u7406\u72b6\u6001\u3002\u540c\u65f6\uff0c\u6211\u4eec\u8fd8\u5f00\u53d1\u4e86\u4e00\u79cd\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\u7684\u8ba4\u77e5\u8bad\u7ec3\u5de5\u5177<\/a>\uff0c\u8be5\u5de5\u5177\u5229\u7528\u7528\u6237\u7684\u65e5\u5e38\u7ecf\u9a8c\u6765\u5f3a\u5316\u60c5\u666f\u8bb0\u5fc6\uff0c\u786e\u4fdd\u7ec3\u4e60\u65e2\u4ec5\u5177\u6709\u76f8\u5173\u6027\uff0c\u53c8\u80fd\u5438\u5f15\u7528\u6237\u53c2\u4e0e\u3002\u53bb\u5e74\u4e16\u754c\u963f\u5c14\u8328\u6d77\u9ed8\u75c5\u65e5\uff0c\u6211\u4eec\u5c55\u793a\u4e86\u8fd9\u6b3e\u8ba4\u77e5\u8bad\u7ec3\u5de5\u5177\uff0c\u6536\u5230\u4e86\u5f88\u597d\u7684\u53cd\u9988\u3002\u6211\u4eec\u8ba4\u4e3a\u6301\u7eed\u7684\u5bb6\u5ead\u76d1\u6d4b\u548c\u91cf\u8eab\u5b9a\u5236\u7684\u5e72\u9884\u63aa\u65bd\u6709\u53ef\u80fd\u6539\u5584\u8ba4\u77e5\u62a4\u7406\u3002<\/p>\n\n\n\n

\u6700\u540e\u4f46\u540c\u6837\u91cd\u8981\u7684\u662f\uff0c\u5b9e\u73b0\u53ca\u65f6\u5904\u7406\u548c\u80fd\u6e90\u6548\u7387\u3002\u6301\u7eed\u76d1\u6d4b\u4f1a\u4ea7\u751f\u5927\u91cf\u6570\u636e\uff0c\u8fd9\u4e9b\u6570\u636e\u9700\u8981\u5728\u7528\u6237\u7684\u7ec8\u7aef\u8bbe\u5907\u4e0a\u5b9e\u65f6\u5904\u7406\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u7684\u56e2\u961f\u6b63\u5728\u79ef\u6781\u4ece\u4e8b\u8fb9\u7f18\u8ba1\u7b97\u548c\u8f7b\u91cf\u7ea7\u5efa\u6a21\u7684\u7814\u7a76\uff0c\u4ee5\u5b9e\u73b0\u4f4e\u5ef6\u8fdf\u5e76\u63d0\u9ad8\u80fd\u6e90\u6548\u7387\u3002<\/p>\n\n\n\n

Carlo Bifulco\uff1a<\/strong>\u4e34\u5e8a\u65b9\u9762\u7684\u60c5\u51b5\u8981\u66f4\u5177\u6311\u6218\u6027\u4e00\u4e9b\uff0c\u5305\u62ec\u60a3\u8005\u62a4\u7406\u7684\u590d\u6742\u6027\u3001\u76d1\u7ba1\u6846\u67b6\u7b49\u65b9\u9762\u3002<\/p>\n\n\n\n

\u6211\u8ba4\u4e3a\u4e34\u5e8a\u8bd5\u9a8c\u662f\u4e00\u4e2a\u53ef\u4ee5\u8fc5\u901f\u53d6\u5f97\u8fdb\u5c55\u5e76\u771f\u6b63\u4ea7\u751f\u5f71\u54cd\u7684\u9886\u57df\u3002\u540c\u6837\uff0c\u751f\u7269\u6807\u5fd7\u7269\u7814\u7a76\u548c\u771f\u5b9e\u4e16\u754c\u8bc1\u636e\u7814\u7a76\u4e5f\u662f\u5982\u6b64\u3002<\/p>\n\n\n\n

\u6211\u5bf9\u4eba\u5de5\u667a\u80fd\u5728\u5e38\u89c4\u60a3\u8005\u62a4\u7406\u4e2d\u7684\u5f71\u54cd\u975e\u5e38\u4e50\u89c2\uff0c\u6211\u8ba4\u4e3a\u4eba\u5de5\u667a\u80fd\u5728\u533b\u7597\u9886\u57df\u7684\u5e7f\u6cdb\u5e94\u7528\u662f\u5927\u52bf\u6240\u8d8b\uff0c\u672a\u6765\u5145\u6ee1\u5149\u660e\u3002\u4f46\u6211\u4e5f\u5fc5\u987b\u627f\u8ba4\uff0c\u5728\u4f20\u7edf\u73af\u5883\u4e2d\u5f15\u5165\u8fd9\u4e9b\u6280\u672f\u5e76\u975e\u6613\u4e8b\u3002\u4e0d\u8fc7\u6240\u6709\u8fd9\u4e9b\u90fd\u53ef\u4ee5\u514b\u670d\uff0c\u53ea\u662f\u9700\u8981\u6211\u4eec\u5728\u591a\u4e2a\u5c42\u9762\u4ed8\u51fa\u5927\u91cf\u52aa\u529b\uff0c\u9f50\u5fc3\u534f\u529b\uff0c\u672a\u6765\u53ef\u671f\u3002<\/p>\n\n\n\n

Hoifung Poon\uff1aMatthew Lungren\uff0c\u4f60\u8ba4\u4e3a\u6211\u4eec\u6700\u7ec8\u5e94\u8be5\u5982\u4f55\u89e3\u51b3\u201c\u6700\u540e\u4e00\u516c\u91cc\u201d\u7684\u95ee\u9898\uff1f\u771f\u6b63\u8ba9\u4eba\u5de5\u667a\u80fd\u5728\u60a3\u8005\u62a4\u7406\u4e2d\u53d1\u6325\u4f5c\u7528\u3002<\/strong><\/p>\n\n\n\n

Matthew Lungren<\/strong>\uff1a\u5728\u601d\u8003\u5927\u5bb6\u63d0\u5230\u7684\u5185\u5bb9\u65f6\uff0c\u6211\u4e0d\u7981\u4e3a\u6b63\u5728\u8fdb\u884c\u7684\u79cd\u79cd\u521b\u65b0\u800c\u60ca\u53f9\u4e0d\u5df2\u3002\u663e\u7136\uff0c\u8fd9\u53ea\u662f\u6211\u4eec\u770b\u5230\u7684\u4f17\u591a\u51fa\u8272\u5de5\u4f5c\u4e2d\u7684\u4e00\u5c0f\u90e8\u5206\u3002\u4f46\u56de\u5230\u4e34\u5e8a\u5de5\u4f5c\uff0c\u4f60\u4f1a\u53d1\u73b0\u8fd9\u4e2d\u95f4\u7684\u5dee\u8ddd\uff0c\u6211\u4eec\u8fd8\u6709\u5f88\u957f\u7684\u8def\u8981\u8d70\u3002<\/p>\n\n\n\n

\u4ece\u5b8f\u89c2\u5c42\u9762\u6765\u770b\uff0c\u8fd9\u79cd\u5dee\u8ddd\u5728\u5b66\u672f\u4f1a\u8bae\u4e0a\u8868\u73b0\u5f97\u5c24\u4e3a\u660e\u663e\u3002\u4f8b\u5982\uff0c\u5728 NeurIPS \u4e0a\uff0c\u6211\u4eec\u4f1a\u770b\u5230\u5f88\u591a\u6781\u5177\u7a81\u7834\u6027\u7684\u7814\u7a76\uff1b\u800c\u5230\u4e86\u7f8e\u56fd\u533b\u5b66\u4f1a\u7684\u4f1a\u8bae\uff0c\u4f60\u53c8\u4f1a\u53d1\u73b0\u4e24\u8005\u4e4b\u95f4\u5b58\u5728\u5de8\u5927\u7684\u9e3f\u6c9f\u3002\u4e0d\u8fc7\uff0c\u6211\u575a\u4fe1\u8fd9\u4e2a\u9e3f\u6c9f\u6b63\u5728\u9010\u6b65\u7f29\u5c0f\uff0c\u6211\u5bf9\u672a\u6765\u5145\u6ee1\u4e50\u89c2\u3002<\/p>\n\n\n\n

\u5176\u4e2d\u4e00\u4e2a\u539f\u56e0\u662f\uff0c\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u4eba\u5de5\u667a\u80fd\u5728\u89e3\u51b3\u4e34\u5e8a\u95ee\u9898\u4e0a\u7684\u6210\u529f\u5e94\u7528\u3002\u4e3e\u4e2a\u4f8b\u5b50\uff0c\u76ee\u524d\u6700\u7d27\u8feb\u7684\u95ee\u9898\u662f\u533b\u62a4\u4eba\u5458\u7684\u804c\u4e1a\u5026\u6020\u3002\u8fd9\u663e\u7136\u662f\u7f8e\u56fd\u9762\u4e34\u7684\u4e00\u4e2a\u5371\u673a\uff0c\u800c\u4e14\u6211\u8ba4\u4e3a\u5f88\u591a\u56fd\u5bb6\u548c\u5730\u533a\u90fd\u5b58\u5728\u8fd9\u4e2a\u95ee\u9898\u3002\u533b\u62a4\u4eba\u5458\u8981\u505a\u7684\u4e8b\u60c5\u592a\u591a\uff0c\u8981\u5904\u7406\u7684\u60c5\u51b5\u8fc7\u4e8e\u590d\u6742\u3002\u6240\u4ee5\uff0c\u5f53\u6211\u5ba1\u89c6\u8fd9\u4e9b\u6280\u672f\u65f6\uff0c\u6211\u4f1a\u60f3\uff0c\u6211\u4eec\u53ef\u4ee5\u5728\u62ef\u6551\u751f\u547d\u4e4b\u524d\u5148\u8282\u7701\u65f6\u95f4\uff0c\u6216\u8005\u66f4\u51c6\u786e\u5730\u8bf4\uff0c\u662f\u901a\u8fc7\u8282\u7701\u65f6\u95f4\u6765\u62ef\u6551\u751f\u547d\u3002<\/p>\n\n\n\n

DAX Copilot \u89e3\u51b3\u65b9\u6848\u5c31\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u4f8b\u5b50\u3002\u4e4d\u4e00\u542c\uff0c\u5b83\u4f3c\u4e4e\u5f88\u7b80\u5355\uff0c\u53ef\u80fd\u90fd\u4e0d\u4f1a\u6709\u4eba\u5728\u8ba1\u7b97\u673a\u79d1\u5b66\u4f1a\u8bae\u4e0a\u628a\u5b83\u5f53\u4f5c\u4e3b\u9898\u6f14\u8bb2\uff0c\u4f46\u5b83\u6b63\u5728\u89e3\u51b3\u4e00\u4e2a\u975e\u5e38\u91cd\u8981\u7684\u95ee\u9898\u3002\u901a\u8fc7\u4e3a\u533b\u751f\u8282\u7701\u65f6\u95f4\uff0c\u5b83\u4e0d\u4ec5\u63d0\u5347\u4e86\u533b\u751f\u7684\u5de5\u4f5c\u6548\u7387\uff0c\u8fd8\u7ed9\u533b\u751f\u5e26\u6765\u4e86\u4e00\u79cd\u8212\u9002\u611f\u3002\u800c\u5173\u4e8e\u201c\u6700\u540e\u4e00\u516c\u91cc\u201d\u7684\u95ee\u9898\uff0c\u5b83\u4e5f\u6210\u529f\u5730\u89e3\u51b3\u4e86\u5b9e\u9645\u95ee\u9898\u3002\u4ece\u8fd9\u4e2a\u70b9\u51fa\u53d1\uff0c\u6211\u4eec\u53ef\u4ee5\u8fdb\u4e00\u6b65\u62d3\u5c55\u5e94\u7528\u3002<\/p>\n\n\n\n

\u6b64\u5916\uff0c\u300a\u65b0\u82f1\u683c\u5170\u533b\u5b66\u6742\u5fd7\u300b\uff08New England Journal\uff09\u63a8\u51fa\u4e86\u5173\u4e8e\u4eba\u5de5\u667a\u80fd\u7684\u65b0\u671f\u520a\uff0c\u8fd9\u5bf9\u6211\u6765\u8bf4\u662f\u4e00\u4e2a\u91cd\u5927\u4fe1\u53f7\uff0c\u8868\u660e\u4e34\u5e8a\u9886\u57df\u5bf9\u4eba\u5de5\u667a\u80fd\u7684\u5174\u8da3\u6b63\u5448\u7206\u53d1\u5f0f\u589e\u957f\uff0c\u5927\u5bb6\u4e0d\u4ec5\u5173\u6ce8\u6280\u672f\u672c\u8eab\uff0c\u66f4\u5173\u6ce8\u5982\u4f55\u5e94\u7528\u5b83\u3001\u63a2\u7d22\u5176\u5728\u533b\u5b66\u9886\u57df\u7684\u5e94\u7528\u573a\u666f\u3002\u6240\u4ee5\u6211\u89c9\u5f97\uff0c\u8fd9\u4e2a\u5dee\u9e3f\u6c9f\u6bd4\u4ee5\u5f80\u4efb\u4f55\u65f6\u5019\u90fd\u5728\u66f4\u5feb\u5730\u7f29\u5c0f\u3002<\/p>\n\n\n\n

Hoifung Poon\uff1a\u6700\u540e\uff0c\u8bf7\u5404\u4f4d\u5bf9\u4e94\u5e74\u540e\u7684\u53d1\u5c55\u505a\u4e00\u4e2a\u9884\u6d4b\u3002<\/strong><\/p>\n\n\n\n

Ava Amini\uff1a<\/strong>\u5728\u6211\u770b\u6765\uff0c\u6211\u4eec\u6b63\u7ad9\u5728\u4e00\u4e2a\u771f\u6b63\u7684\u8f6c\u6298\u70b9\u4e0a\u3002\u5982\u4eca\uff0c\u4eba\u5de5\u667a\u80fd\u7b49\u6280\u672f\u8d4b\u4e88\u4e86\u6211\u4eec\u524d\u6240\u672a\u6709\u7684\u80fd\u529b\u3002\u7cbe\u51c6\u9884\u5224\u672a\u6765\u7684\u53d1\u5c55\u56fa\u7136\u56f0\u96be\uff0c\u4f46\u6211\u5bf9\u672a\u6765\u6709\u7740\u81ea\u5df1\u7684\u8bbe\u60f3\u3002<\/p>\n\n\n\n

\u76ee\u524d\uff0c\u6211\u4eec\u5728\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u548c\u57fa\u7840\u6a21\u578b\u9886\u57df\u53d6\u5f97\u4e86\u7a81\u7834\u3002\u8fd9\u4e9b\u6a21\u578b\u80fd\u591f\u5b66\u4e60\u5404\u79cd\u751f\u7269\u6a21\u6001\uff0c\u6bd4\u5982\u6211\u4eec\u5728 evo-diff \u9879\u76ee\u4e2d\u7814\u7a76\u7684\u86cb\u767d\u8d28\u5e8f\u5217\uff0c\u4ee5\u53ca\u50cf GigaPath \u548c Vercov \u8fd9\u6837\u7684\u75c5\u7406\u5b66\u6570\u636e\uff0c\u8fd8\u6709\u5176\u4ed6\u6b63\u5728\u5174\u8d77\u7684\u751f\u7269\u6a21\u6001\u7814\u7a76\u3002\u63a5\u4e0b\u6765\uff0c\u6211\u8ba4\u4e3a\u6211\u4eec\u5c06\u89c1\u8bc1\u8fd9\u4e9b\u4fe1\u606f\u5f00\u59cb\u6574\u5408\u3002\u4ece\u5efa\u6a21\u548c\u5e94\u7528\u7684\u89d2\u5ea6\u51fa\u53d1\uff0c\u5c06\u8fd9\u4e9b\u4fe1\u606f\u4ece\u5355\u4e2a\u5206\u5b50\u5c42\u9762\u3001\u7ec6\u80de\u5c42\u9762\u3001\u7ec4\u7ec7\u5c42\u9762\uff0c\u4e00\u76f4\u5230\u60a3\u8005\u5c42\u9762\u8fdb\u884c\u7efc\u5408\u5206\u6790\u3002<\/p>\n\n\n\n

\u518d\u5f80\u540e\uff0c\u6211\u671f\u5f85\u770b\u5230\u53ef\u4ee5\u771f\u6b63\u5f25\u5408\u5b9e\u9a8c\u4e16\u754c\u548c\u8ba1\u7b97\u4e16\u754c\u4e4b\u95f4\u5faa\u73af\u7684\u5b9e\u73b0\u3002\u8ba9\u4eba\u5de5\u667a\u80fd\u5e2e\u52a9\u6211\u4eec\u63d0\u51fa\u65b0\u7684\u5047\u8bbe\uff0c\u5e76\u5728\u5b9e\u9a8c\u5ba4\u4e2d\u9a8c\u8bc1\u3002\u6211\u5bf9\u4e94\u5e74\u5185\u5b9e\u73b0\u8fd9\u4e00\u70b9\u6301\u4e50\u89c2\u6001\u5ea6\uff0c\u4e5f\u5e0c\u671b\u5c4a\u65f6\u80fd\u770b\u5230\u7531\u4eba\u5de5\u667a\u80fd\u53d1\u73b0\u6216\u8bbe\u8ba1\u7684\u836f\u7269\u4e0e\u7597\u6cd5\u8fdb\u5165\u4e34\u5e8a\u524d\u6216\u4e34\u5e8a\u6d4b\u8bd5\uff0c\u6211\u8ba4\u4e3a\u8fd9\u662f\u5b8c\u5168\u6709\u53ef\u80fd\u7684\u3002<\/p>\n\n\n\n

\u8fd9\u6b21\u7684\u5706\u684c\u8ba8\u8bba\u6c47\u805a\u4e86\u4e0d\u540c\u7684\u89c6\u89d2\uff0c\u6211\u89c9\u5f97\u975e\u5e38\u6709\u610f\u4e49\u3002\u4e94\u5e74\u540e\uff0c\u5e0c\u671b\u6211\u4eec\u80fd\u591f\u4ee5\u5fae\u8f6f\u7684\u65b9\u5f0f\u5c06\u8fd9\u4e9b\u4e0d\u540c\u89c6\u89d2\u7684\u788e\u7247\u6574\u5408\u5728\u4e00\u8d77\uff0c\u771f\u6b63\u5b9e\u73b0\u89c4\u6a21\u5316\u3002\u8fd9\u662f\u4e00\u4e2a\u5b8f\u5927\u7684\u76ee\u6807\uff0c\u4f46\u6211\u76f8\u4fe1\u6211\u4eec\u6709\u80fd\u529b\u5b9e\u73b0\u5b83\u3002<\/p>\n\n\n\n

\u90b1\u9502\u529b\uff1a<\/strong>\u6301\u7eed\u5065\u5eb7\u76d1\u6d4b\u4e0d\u4ec5\u662f\u4e00\u9879\u6280\u672f\u7a81\u7834\uff0c\u66f4\u662f\u533b\u7597\u5065\u5eb7\u9886\u57df\u7684\u4e00\u573a\u8303\u5f0f\u8f6c\u53d8\u3002\u5b83\u6807\u5fd7\u7740\u533b\u7597\u5065\u5eb7\u4e0d\u518d\u5c40\u9650\u4e8e\u533b\u9662\u7684\u5899\u58c1\u4e4b\u5185\uff0c\u800c\u662f\u65e0\u5904\u4e0d\u5728\u3002\u65e0\u8bba\u6211\u4eec\u8eab\u5904\u4f55\u5730\uff0c\u6bcf\u4e00\u6b65\u884c\u8d70\u3001\u6bcf\u4e00\u4e2a\u773c\u52a8\u3001\u6bcf\u4e00\u6b21\u547c\u5438\u3001\u6bcf\u4e00\u6b21\u5fc3\u8df3\u3001\u6bcf\u4e00\u6b21\u8111\u7535\u6ce2\u4fe1\u53f7\uff0c\u90fd\u80fd\u88ab\u611f\u77e5\u548c\u5206\u6790\uff0c\u4ece\u800c\u66f4\u597d\u5730\u4e86\u89e3\u6211\u4eec\u7684\u5065\u5eb7\u72b6\u51b5\u3002<\/p>\n\n\n\n

\u6211\u4eec\u5bf9\u672a\u6765\u5c55\u671b\u7684\u662f\uff0c\u4eba\u4eec\u4e0d\u518d\u9700\u8981\u4e13\u7a0b\u524d\u5f80\u533b\u9662\uff0c\u4e0d\u518d\u6709\u6f2b\u957f\u7684\u5019\u8bca\u7b49\u5f85\u3001\u4e0d\u518d\u6709\u9891\u7e41\u7684\u9488\u523a\u4e4b\u82e6\u3002\u501f\u52a9\u5148\u8fdb\u7684\u4f20\u611f\u6280\u672f\u548c\u4eba\u5de5\u667a\u80fd\uff0c\u60a3\u8005\u53ef\u4ee5\u53ca\u65f6\u4e0e\u533b\u751f\u8fdb\u884c\u865a\u62df\u4e92\u52a8\u3002\u8fd9\u79cd\u8f6c\u53d8\u5e26\u6765\u7684\u4e0d\u4ec5\u662f\u4fbf\u5229\uff0c\u66f4\u662f\u5e0c\u671b\u3002\u901a\u8fc7\u6301\u7eed\u76d1\u6d4b\uff0c\u5373\u4f7f\u662f\u8f7b\u5fae\u7684\u751f\u7406\u6ce2\u52a8\uff0c\u5982\u8840\u538b\u7684\u8f7b\u5fae\u4e0a\u5347\u3001\u5fc3\u5f8b\u7684\u5fae\u5999\u53d8\u5316\u6216\u8840\u7cd6\u6c34\u5e73\u7684\u7ec6\u5fae\u6ce2\u52a8\uff0c\u90fd\u80fd\u591f\u5728\u5b83\u4eec\u6f14\u53d8\u4e3a\u5371\u53ca\u751f\u547d\u7684\u5371\u673a\u4e4b\u524d\u88ab\u68c0\u6d4b\u5230\u3002\u901a\u8fc7\u6301\u7eed\u8ddf\u8e2a\u6bcf\u4e2a\u60a3\u8005\u7684\u72b6\u6001\uff0c\u533b\u751f\u53ef\u4ee5\u5b9e\u65f6\u8c03\u6574\u6cbb\u7597\u65b9\u6848\uff0c\u800c\u4e0d\u518d\u4f9d\u8d56\u5076\u5c14\u53bb\u533b\u9662\u68c0\u67e5\u7684\u7ed3\u679c\u3002<\/p>\n\n\n\n

\u6211\u4eec\u7684\u613f\u666f\u662f\u5c06\u5148\u8fdb\u7684\u8bca\u65ad\u548c\u6cbb\u7597\u6280\u672f\u7f6e\u4e8e\u4eba\u4eec\u7684\u6307\u5c16\uff0c\u4f7f\u4ed6\u4eec\u80fd\u591f\u5728\u5bb6\u4e2d\u8f7b\u677e\u4f7f\u7528\u3002\u8fd9\u5c06\u8ba9\u533b\u7597\u4fdd\u5065\u6bd4\u4ee5\u5f80\u4efb\u4f55\u65f6\u5019\u90fd\u66f4\u5177\u4e3b\u52a8\u6027\u3001\u66f4\u4e2a\u6027\u5316\u3001\u66f4\u6709\u6548\u3002<\/p>\n\n\n\n

Carlo Bifulco\uff1a<\/strong>\u6211\u8ba4\u4e3a\u4eba\u5de5\u667a\u80fd\u7684\u5f71\u54cd\u5c06\u662f\u53d8\u9769\u6027\u7684\uff0c\u8fd9\u4e0d\u4ec5\u4f53\u73b0\u5728\u751f\u7269\u5b66\u9886\u57df\u3002\u5c31\u533b\u5b66\u672c\u8eab\u800c\u8a00\uff0c\u6211\u8ba4\u4e3a\u6211\u4eec\u5c06\u8fbe\u5230\u4e00\u79cd\u72b6\u6001\u2014\u2014\u5728\u672a\u6765\uff0c\u533b\u751f\u770b\u8bca\u65f6\u53ef\u80fd\u90fd\u79bb\u4e0d\u5f00\u4eba\u5de5\u667a\u80fd\u7684\u8f85\u52a9\u3002\u6211\u4e0d\u77e5\u9053\u8fd9\u4e00\u8f6c\u53d8\u662f\u5426\u4f1a\u5728\u4e94\u5e74\u5185\u53d1\u751f\uff0c\u4f46\u6211\u575a\u4fe1\u8fd9\u662f\u5fc5\u7136\u7684\u8d8b\u52bf\u3002<\/p>\n\n\n\n

Matthew Lungren\uff1a<\/strong>\u9884\u6d4b\u4e94\u5e74\u540e\u7684\u60c5\u51b5\u786e\u5b9e\u5f88\u96be\uff0c\u5c24\u5176\u662f\u5728\u5f53\u524d\u5feb\u901f\u53d1\u5c55\u7684\u73af\u5883\u4e0b\u3002\u6211\u4eec\u770b\u5230\u901a\u7528\u6280\u672f\u4ee5\u524d\u6240\u672a\u6709\u7684\u901f\u5ea6\u8fdb\u6b65\u3002\u6211\u4ee5\u524d\u7684\u4e00\u4f4d\u5bfc\u5e08\uff0c\u4ed6\u662f\u4e00\u4e2a\u975e\u5e38\u8457\u540d\u7684\u7cfb\u4e3b\u4efb\uff0c\u4ed6\u66fe\u8868\u793a\uff0c\u6211\u4eec\u5e94\u8be5\u63a8\u8fdb\u533b\u7597\u5065\u5eb7\u7684\u53d1\u5c55\uff0c\u8ba9\u8bb8\u591a\u75be\u75c5\u80fd\u591f\u5728\u533b\u9662\u4e4b\u5916\u5f97\u5230\u9884\u9632\u548c\u6cbb\u7597\u3002\u6211\u5f88\u8ba4\u540c\u4ed6\u7684\u89c2\u70b9\u3002<\/p>\n\n\n\n

\u7136\u800c\uff0c\u8981\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\uff0c\u6211\u4eec\u8fd8\u6709\u5f88\u591a\u5de5\u4f5c\u8981\u505a\u3002\u5176\u4e2d\u4e00\u4e2a\u867d\u7136\u4e0d\u90a3\u4e48\u5438\u5f15\u4eba\uff0c\u4f46\u786e\u5b9e\u5f88\u5173\u952e\u7684\u9886\u57df\u5c31\u662f\u6570\u636e\u3002\u6211\u4eec\u5728\u6570\u636e\u7684\u6536\u96c6\u3001\u6570\u5b57\u5316\u4ee5\u53ca\u5728\u4e0d\u540c\u9886\u57df\u4e2d\u7684\u5904\u7406\u65b9\u9762\u5df2\u7ecf\u53d6\u5f97\u4e86\u4e0d\u9519\u7684\u8fdb\u5c55\uff0c\u4f46\u6211\u4eec\u6ca1\u6709\u5145\u5206\u5229\u7528\u8fd9\u4e9b\u6570\u636e\u6765\u83b7\u53d6\u66f4\u6709\u4ef7\u503c\u7684\u4fe1\u606f\u3002\u4e94\u5e74\u540e\u5f53\u6211\u4eec\u56de\u987e\u73b0\u5728\uff0c\u5982\u679c\u770b\u5230\u5927\u91cf\u6570\u636e\u4ecd\u7136\u88ab\u95f2\u7f6e\u5728\u6863\u6848\u5e93\u91cc\uff0c\u53ea\u5728\u6cbb\u7597\u5355\u4e2a\u60a3\u8005\u65f6\u624d\u4f1a\u7528\u5230\uff0c\u800c\u6ca1\u6709\u7528\u4e8e\u83b7\u53d6\u771f\u5b9e\u4e16\u754c\u8bc1\u636e\u7b49\u65b9\u9762\uff0c\u6211\u4eec\u80af\u5b9a\u4f1a\u89c9\u5f97\u5f88\u9057\u61be\u3002<\/p>\n\n\n\n

\u6211\u8ba4\u4e3a\uff0c\u6211\u4eec\u81f3\u5c11\u5df2\u7ecf\u770b\u5230\u4e86\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\u7684\u53ef\u80fd\u6027\u548c\u8def\u5f84\u3002\u5f53\u8c08\u5230\u751f\u7269\u9886\u57df\u548c\u90b1\u9502\u529b\u535a\u58eb\u63d0\u53ca\u7684\u53ef\u7a7f\u6234\u8bbe\u5907\u4e4b\u95f4\u7684\u8054\u7cfb\u65f6\uff0c\u6211\u8ba4\u4e3a\u8fd9\u4e24\u8005\u4e4b\u95f4\u786e\u5b9e\u5b58\u5728\u4e00\u4e9b\u8054\u7cfb\uff0c\u800c\u4e14\u8fd9\u4e9b\u8054\u7cfb\u6b63\u5728\u9010\u6e10\u663e\u73b0\u3002\u6211\u7279\u522b\u60f3\u5230\u7684\u662f\uff0c\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\uff0c\u76d1\u6d4b\u65b9\u5f0f\u4f1a\u53d8\u5f97\u8d8a\u6765\u8d8a\u4e0d\u5177\u6709\u4fb5\u5165\u6027\uff0c\u540c\u65f6\uff0c\u6211\u4eec\u4e5f\u4f1a\u5c06\u76d1\u6d4b\u7ed3\u679c\u4e0e\u9884\u6d4b\u764c\u75c7\u548c\u5176\u4ed6\u6162\u6027\u75be\u75c5\u65e9\u671f\u53d1\u5c55\u7684\u751f\u7269\u6807\u5fd7\u7269\u8054\u7cfb\u8d77\u6765\u3002<\/p>\n\n\n\n

Hoifung Poon\uff1a<\/strong>\u975e\u5e38\u611f\u8c22\u5404\u4f4d\u5609\u5bbe\u3002\u4ece\u4f60\u4eec\u7684\u5206\u4eab\u4e2d\u53ef\u4ee5\u770b\u51fa\uff0c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u53ef\u80fd\u80fd\u591f\u7406\u89e3\u8fd9\u4e9b\u591a\u6a21\u6001\u7684\u3001\u7eb5\u5411\u7684\u6570\u636e\uff0c\u8ba9\u5b83\u4eec\u53d1\u6325\u66f4\u5927\u7684\u4ef7\u503c\u5c06\u662f\u4e00\u4e2a\u4ee4\u4eba\u5174\u594b\u7684\u673a\u9047\u3002\u8ba9\u6211\u4eec\u643a\u624b\u5171\u8fdb\uff0c\u5f00\u542f\u533b\u7597\u5065\u5eb7\u9886\u57df\u7684\u65b0\u7bc7\u7ae0\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

\u7f16\u8005\u6309\uff1a\u5982\u4eca\uff0c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u4e3a\u4eba\u7c7b\u793e\u4f1a\u5e26\u6765\u4e86\u524d\u6240\u672a\u6709\u7684\u80fd\u529b\uff0c\u5b83\u5c31\u50cf\u4e00\u79cd\u201c\u81ea\u7136\u8bed\u8a00\u201d\u53ef\u4ee5\u52a0\u901f\u751f\u7269\u533b\u5b66\u53d1\u73b0\uff0c\u4ece\u800c\u5927\u5e45\u63d0\u5347\u533b\u7597\u8d28\u91cf\uff0c\u540c\u65f6\u4e5f\u4e3a\u964d\u4f4e\u533b\u7597\u6210\u672c\u63d0\u4f9b\u4e86\u53ef\u80fd\u3002 \u5728 Microsoft Research Forum \u7b2c\u4e94\u671f\u4e2d\uff0c\u6765\u81ea\u5fae\u8f6f\u7814\u7a76\u9662\u53ca\u884c\u4e1a\u7684\u5168\u7403\u9876\u5c16\u79d1\u5b66\u5bb6\u4eec\u5171\u540c\u63a2\u8ba8\u4e86\u4eba\u5de5\u667a\u80fd\u5728\u533b\u7597\u5065\u5eb7\u9886\u57df\u7684\u53d8\u9769\u6f5c\u529b\uff0c\u5185\u5bb9\u6db5\u76d6\u533b\u5b66\u5f71\u50cf\u3001\u5bb6\u5ead\u5065\u5eb7\u76d1\u6d4b\u3001\u7535\u5b50\u75c5\u5386\u548c\u836f\u7269\u53d1\u73b0\u7b49\u8bdd\u9898\u3002 Hoifung Poon\uff1a\u5927\u5bb6\u597d\uff0c\u6b22\u8fce\u6765\u5230 Microsoft Research Forum\u3002\u4eca\u5929\u6211\u4eec\u5c06\u56f4\u7ed5\u201c\u7cbe\u51c6\u533b\u7597\u4e2d\u7684\u4eba\u5de5\u667a\u80fd\u201d\u5c55\u5f00\u4e00\u573a\u5706\u684c\u8ba8\u8bba\u3002\u4f17\u6240\u5468\u77e5\uff0c\u5168\u7403\u533b\u7597\u4f53\u7cfb\u9762\u4e34\u7740\u4e24\u5927\u6838\u5fc3\u6311\u6218\u2014\u2014\u533b\u7597\u7cbe\u51c6\u6027\u4e0d\u8db3\uff0c\u5f88\u591a\u7597\u6cd5\u5bf9\u60a3\u8005\u65e0\u6548\uff1b\u9ad8\u8d28\u91cf\u7684\u533b\u7597\u670d\u52a1\u6210\u672c\u8fc7\u9ad8\u4e14\u96be\u4ee5\u666e\u53ca\u3002\u5982\u4eca\uff0c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u4e3a\u6211\u4eec\u5e26\u6765\u4e86\u524d\u6240\u672a\u6709\u7684\u80fd\u529b\uff0c\u6709\u671b\u8ba9\u9ad8\u8d28\u91cf\u7684\u533b\u7597\u670d\u52a1\u666e\u53ca\u5230\u6bcf\u4e00\u4e2a\u4eba\u3002\u5f53\u7136\uff0c\u8fd9\u662f\u4e00\u9879\u5b8f\u4f1f\u7684\u613f\u666f\uff0c\u4ec5\u9760\u4e00\u4e2a\u56e2\u961f\u662f\u65e0\u6cd5\u5b8c\u6210\u7684\u3002\u5728\u5fae\u8f6f\u7814\u7a76\u9662\uff0c\u6211\u4eec\u975e\u5e38\u5e78\u8fd0\u80fd\u591f\u4fc3\u8fdb\u5168\u7403\u4f18\u79c0\u79d1\u7814\u4eba\u5458\u4e4b\u95f4\u7684\u6df1\u5ea6\u5408\u4f5c\uff0c\u8fd8\u80fd\u548c\u5fae\u8f6f\u5065\u5eb7\u4e0e\u751f\u547d\u79d1\u5b66\u90e8\u95e8\u4ee5\u53ca\u5927\u578b\u533b\u7597\u7cfb\u7edf\u7b49\u5916\u90e8\u4f19\u4f34\u7d27\u5bc6\u5408\u4f5c\u3002\u4eca\u5929\u7684\u5706\u684c\u8ba8\u8bba\u6b63\u662f\u8fd9\u79cd\u8de8\u9886\u57df\u6df1\u5ea6\u5408\u4f5c\u7684\u5b8c\u7f8e\u4f53\u73b0\u3002 \u9996\u5148\u8bf7\u95eeAva Amini\uff0c\u4f60\u76ee\u524d\u6700\u611f\u5174\u8da3\u7684\u7814\u7a76\u65b9\u5411\u662f\u4ec0\u4e48\uff1f Ava Amini\uff1a\u6211\u7684\u5de5\u4f5c\u91cd\u5fc3\u662f\u5f00\u53d1\u521b\u65b0\u7684\u4eba\u5de5\u667a\u80fd\u65b9\u6cd5\u6765\u52a0\u901f\u6211\u4eec\u5bf9\u751f\u7269\u5b66\u7684\u7406\u89e3\u548c\u8bbe\u8ba1\u80fd\u529b\u3002\u5176\u5b9e\uff0c\u8fd9\u6e90\u4e8e\u6211\u5185\u5fc3\u6df1\u5904\u7684\u597d\u5947\uff0c\u6211\u5e0c\u671b\u5c06\u8ba1\u7b97\u3001\u5b9a\u91cf\u79d1\u5b66\u548c\u5de5\u7a0b\u5b66\u7684\u529b\u91cf\u5f15\u5165\u751f\u7269\u4e16\u754c\uff0c\u63ed\u793a\u751f\u7269\u5b66\u7684\u8fd0\u4f5c\u673a\u5236\u3002 \u6211\u4e2a\u4eba\u6700\u611f\u5174\u8da3\u7684\u662f\uff0c\u7ec6\u80de\u5c42\u9762\u7684\u884c\u4e3a\u662f\u5982\u4f55\u4ece\u5355\u4e2a\u751f\u7269\u5206\u5b50\u7684\u76f8\u4e92\u4f5c\u7528\u548c\u6d3b\u52a8\u4e2d\u4ea7\u751f\u7684\uff1f\u8fd9\u4e9b\u8fc7\u7a0b\u5728\u75be\u75c5\u4e2d\u53c8\u4e3a\u4f55\u4f1a\u5931\u8c03\u7684\uff1f\u6211\u4eec\u5982\u4f55\u901a\u8fc7\u7406\u89e3\u8fd9\u4e9b\u8c03\u63a7\u548c\u5931\u8c03\u673a\u5236\uff0c\u5f00\u53d1\u51fa\u66f4\u6709\u6548\u3001\u66f4\u4e2a\u6027\u5316\u7684\u6cbb\u7597\u65b9\u6cd5\u3002 \u6211\u4eec\u7684\u76ee\u6807\u662f\u501f\u52a9\u4eba\u5de5\u667a\u80fd\u7684\u5f3a\u5927\u80fd\u529b\u6316\u6398\u751f\u7269\u5b66\u4e2d\u7684\u65b0\u6d1e\u89c1\uff0c\u4ece\u800c\u63a8\u52a8\u65b0\u7597\u6cd5\u548c\u66f4\u4f18\u5e72\u9884\u63aa\u65bd\u7684\u7814\u53d1\uff0c\u6211\u4eec\u5e0c\u671b\u8fd9\u4e9b\u6210\u679c\u6700\u7ec8\u80fd\u5e94\u7528\u4e8e\u4e34\u5e8a\uff0c\u9020\u798f\u60a3\u8005\u3002 Hoifung Poon\uff1a\u63a5\u4e0b\u6765\uff0c\u8bf7\u90b1\u9502\u529b\u535a\u58eb\u5206\u4eab\u4e00\u4e0b\u60a8\u5728\u8de8\u9886\u57df\u5408\u4f5c\u4e2d\u7684\u6545\u4e8b\u3002 \u90b1\u9502\u529b\uff1a\u5728\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff0c\u6211\u4eec\u81f4\u529b\u4e8e\u5f00\u53d1\u7528\u4e8e\u533b\u7597\u5065\u5eb7\u7684\u4f20\u611f\u6280\u672f\u548c\u673a\u5668\u5b66\u4e60\u6280\u672f\u3002\u4e0e Ava \u7684\u7814\u7a76\u5de5\u4f5c\u76f8\u8f85\u76f8\u6210\uff0c\u6211\u4eec\u7684\u91cd\u70b9\u662f\u201c\u5b66\u4e60\u201d\u60a3\u8005\u5728\u533b\u9662\u4e4b\u5916\u7684\u201c\u8bed\u8a00\u201d\u3002\u968f\u7740\u6162\u6027\u75be\u75c5\u3001\u4e0d\u53ef\u9884\u6d4b\u7684\u5065\u5eb7\u5371\u673a\u4ee5\u53ca\u4e2a\u6027\u5316\u6cbb\u7597\u9700\u6c42\u7684\u4e0d\u65ad\u589e\u52a0\uff0c\u4f20\u7edf\u7684\u533b\u9662\u76d1\u6d4b\u5df2\u65e0\u6cd5\u6ee1\u8db3\u73b0\u4ee3\u533b\u7597\u7684\u590d\u6742\u9700\u6c42\u3002 \u4ee5\u4e00\u540d\u5fc3\u8840\u7ba1\u75be\u75c5\u60a3\u8005\u4e3a\u4f8b\uff0c\u4ed6\u6bcf\u5e74\u53ef\u80fd\u53ea\u53bb\u533b\u9662\u51e0\u6b21\u3002\u8868\u9762\u4e0a\u770b\u8d77\u6765\u4e00\u5207\u6b63\u5e38\u2014\u2014\u8840\u538b\u7a33\u5b9a\u3001\u5fc3\u7387\u5e73\u7a33\u3001\u547c\u5438\u6b63\u5e38\u3002\u7136\u800c\uff0c\u5728\u8fd9\u4e9b\u68c0\u67e5\u95f4\u9694\u671f\u95f4\uff0c\u4ed6\u4f53\u5185\u53ef\u80fd\u4f1a\u51fa\u73b0\u4e00\u4e9b\u5fae\u5999\u7684\u6ce2\u52a8\u3002\u8fd9\u4e9b\u6ce2\u52a8\u53ef\u80fd\u662f\u6f5c\u5728\u5065\u5eb7\u5371\u673a\u7684\u8b66\u793a\u4fe1\u53f7\uff0c\u4f46\u5728\u5b83\u4eec\u6f14\u53d8\u4e3a\u5371\u53ca\u751f\u547d\u7684\u7d27\u6025\u60c5\u51b5\u4e4b\u524d\uff0c\u5f80\u5f80\u96be\u4ee5\u88ab\u5bdf\u89c9\u3002 \u5bf9\u6211\u6765\u8bf4\uff0c\u8fd9\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u62bd\u8c61\u7684\u6982\u5ff5\uff0c\u800c\u662f\u4e00\u6bb5\u75db\u82e6\u7684\u7ecf\u5386\u3002\u6211\u7684\u6bcd\u4eb2\u548c\u7956\u6bcd\u90fd\u56e0\u5fc3\u8840\u7ba1\u75be\u75c5\u5728\u5bb6\u4e2d\u79bb\u4e16\u3002\u5979\u4eec\u7684\u79bb\u53bb\u8ba9\u6211\u6df1\u523b\u610f\u8bc6\u5230\uff0c\u6211\u4eec\u9700\u8981\u66f4\u5f3a\u5927\u7684\u76d1\u6d4b\u5de5\u5177\uff0c\u8fd9\u4e9b\u5de5\u5177\u80fd\u591f\u8d85\u8d8a\u533b\u9662\u7684\u201c\u56f4\u5899\u201d\u3002\u8fd9\u6837\u7684\u7ecf\u5386\u6fc0\u52b1\u6211\u63a2\u7d22\u548c\u5f00\u53d1\u5c45\u5bb6\u8fde\u7eed\u76d1\u6d4b\u5de5\u5177\uff0c\u4ee5\u9632\u6b62\u7c7b\u4f3c\u7684\u60b2\u5267\u518d\u6b21\u53d1\u751f\uff0c\u5373\u4f7f\u60a3\u8005\u4e0d\u5728\u533b\u9662\uff0c\u4e5f\u80fd\u4e3a\u4ed6\u4eec\u63d0\u4f9b\u4fdd\u62a4\u3002 \u4f20\u611f\u6280\u672f\u548c\u4eba\u5de5\u667a\u80fd\u7684\u8fdb\u6b65\u4e3a\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\u5e26\u6765\u4e86\u5e0c\u671b\u3002\u901a\u8fc7\u6301\u7eed\u76d1\u6d4b\u751f\u547d\u4f53\u5f81\u548c\u8eab\u4f53\u6d3b\u52a8\uff0c\u533b\u62a4\u5de5\u4f5c\u8005\u53ef\u4ee5\u66f4\u6df1\u5165\u3001\u66f4\u5168\u9762\u3001\u66f4\u51c6\u786e\u5730\u4e86\u89e3\u60a3\u8005\u7684\u75c5\u60c5\u3002\u8fd9\u5c06\u5e26\u6765\u8bb8\u591a\u663e\u8457\u7684\u597d\u5904\uff1a \u9996\u5148\uff0c\u6211\u4eec\u53ef\u4ee5\u5b9e\u73b0\u65e9\u671f\u7684\u68c0\u6d4b\u548c\u9884\u9632\u3002\u6301\u7eed\u76d1\u6d4b\u80fd\u591f\u5728\u75c5\u60c5\u6076\u5316\u4e4b\u524d\u53ca\u65f6\u53d1\u73b0\u504f\u79bb\u6b63\u5e38\u5065\u5eb7\u53c2\u6570\u7684\u5f02\u5e38\u60c5\u51b5\uff0c\u4ece\u800c\u8fdb\u884c\u53ca\u65f6\u5e72\u9884\u3002\u5176\u6b21\uff0c\u5236\u5b9a\u4e2a\u6027\u5316\u548c\u9002\u5e94\u6027\u6cbb\u7597\u8ba1\u5212\u6210\u4e3a\u53ef\u80fd\u3002\u6bcf\u4e2a\u60a3\u8005\u90fd\u662f\u72ec\u4e00\u65e0\u4e8c\u7684\uff0c\u7cbe\u51c6\u533b\u7597\u9700\u8981\u57fa\u4e8e\u5b9e\u65f6\u6570\u636e\u5236\u5b9a\u4e2a\u6027\u5316\u7684\u6cbb\u7597\u65b9\u6848\u3002\u6301\u7eed\u76d1\u6d4b\u8ba9\u533b\u751f\u80fd\u591f\u6839\u636e\u60a3\u8005\u7684\u5b9e\u9645\u884c\u4e3a\u548c\u4e00\u6bb5\u65f6\u95f4\u5185\u7684\u751f\u7406\u53cd\u5e94\uff0c\u7075\u6d3b\u8c03\u6574\u836f\u7269\u6cbb\u7597\u3001\u751f\u6d3b\u65b9\u5f0f\u5efa\u8bae\u548c\u6cbb\u7597\u7b56\u7565\u3002 \u6b64\u5916\uff0c\u76f8\u5173\u6280\u672f\u8fd8\u53ef\u4ee5\u5728\u964d\u4f4e\u533b\u7597\u6210\u672c\u7684\u540c\u65f6\uff0c\u63d0\u9ad8\u60a3\u8005\u7684\u53c2\u4e0e\u5ea6\u548c\u751f\u6d3b\u8d28\u91cf\u3002\u5f53\u60a3\u8005\u80fd\u591f\u5b9e\u65f6\u4e86\u89e3\u81ea\u5df1\u7684\u5065\u5eb7\u72b6\u51b5\u65f6\uff0c\u4ed6\u4eec\u4f1a\u66f4\u79ef\u6781\u5730\u53c2\u4e0e\u81ea\u5df1\u7684\u5065\u5eb7\u7ba1\u7406\u3002\u53ef\u7a7f\u6234\u8bbe\u5907\u548c\u79fb\u52a8\u5e94\u7528\u8d4b\u4e88\u4e86\u60a3\u8005\u505a\u51fa\u660e\u667a\u751f\u6d3b\u65b9\u5f0f\u9009\u62e9\u7684\u80fd\u529b\uff0c\u5e2e\u52a9\u4ed6\u4eec\u66f4\u597d\u5730\u9075\u5faa\u6cbb\u7597\u8ba1\u5212\uff0c\u5e76\u79ef\u6781\u53c2\u4e0e\u7ba1\u7406\u81ea\u5df1\u7684\u5065\u5eb7\u3002\u8fd9\u4e0d\u4ec5\u53ef\u4ee5\u6539\u5584\u60a3\u8005\u7684\u6cbb\u7597\u6548\u679c\uff0c\u8fd8\u53ef\u4ee5\u663e\u8457\u964d\u4f4e\u533b\u7597\u6210\u672c\u3002 Hoifung Poon\uff1a\u60a8\u7684\u5206\u4eab\u592a\u68d2\u4e86\uff01\u4eb2\u8eab\u7ecf\u5386\u4f1a\u8ba9\u6211\u4eec\u601d\u8003\uff0c\u5982\u4f55\u5c06\u524d\u6cbf\u79d1\u6280\u7684\u80fd\u529b\u666e\u53ca\u7ed9\u6bcf\u4e2a\u4eba\u3002\u5728\u533b\u7597\u884c\u4e1a\u4e2d\u6709\u7740\u4e30\u5bcc\u7ecf\u9a8c\u7684 Carlo Bifulco\uff0c\u4f60\u5bf9\u6b64\u6709\u4f55\u770b\u6cd5\uff1f Carlo Bifulco\uff1a\u786e\u5b9e\uff0c\u6211\u4e00\u76f4\u5728\u4e00\u7ebf\u5de5\u4f5c\u3002\u5728\u7814\u7a76\u65b9\u9762\uff0c\u76ee\u524d\u6211\u7684\u5de5\u4f5c\u4e3b\u8981\u96c6\u4e2d\u5728\u57fa\u56e0\u7ec4\u5b66\uff0c\u4f46\u4e5f\u5305\u62ec\u7a7a\u95f4\u751f\u7269\u5b66\u548c\u4eba\u5de5\u667a\u80fd\u3002\u901a\u8fc7\u91c7\u7528\u8f6c\u5316\u533b\u5b66\u7684\u7814\u7a76\u65b9\u6cd5\uff0c\u6211\u4eec\u6b63\u5728\u8bd5\u56fe\u5c06\u8fd9\u4e9b\u6280\u672f\u5e94\u7528\u4e8e\u672a\u6765\u7684\u60a3\u8005\u62a4\u7406\uff0c\u540c\u65f6\u4e5f\u5728\u5c3d\u53ef\u80fd\u5730\u6539\u5584\u5f53\u524d\u7684\u62a4\u7406\u6c34\u5e73\u3002\u5f88\u5e78\u8fd0\uff0c\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\u6211\u4eec\u80fd\u591f\u4e0e Hoifung \u7684\u56e2\u961f\u4ee5\u53ca\u5fae\u8f6f\u7814\u7a76\u9662\u7684\u5176\u4ed6\u56e2\u961f\u8fdb\u884c\u5bc6\u5207\u5408\u4f5c\u3002 \u76ee\u524d\uff0c\u6211\u6700\u5174\u594b\u7684\u662f\u6211\u4eec\u6700\u8fd1\u83b7\u5f97\u7684\u4e00\u4e2a\u673a\u4f1a\uff0c\u5b83\u805a\u7126\u4e8e\u63a8\u52a8\u75c5\u7406\u5b66\u9886\u57df\u7684\u8303\u5f0f\u8f6c\u53d8\u3002\u6211\u4eec\u7387\u5148\u5c06\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u548c\u5927\u578b\u57fa\u7840\u6a21\u578b\u5f15\u5165\u8be5\u9886\u57df\uff0c\u5f00\u53d1\u4e86\u4e00\u4e2a\u540d\u4e3a Prov-GigaPath \u7684\u8d85\u5927\u578b\u5f00\u653e\u6743\u91cd\u6a21\u578b\uff0c\u5b83\u62e5\u6709\u8d85\u8fc713\u4ebf\u4e2a\u53c2\u6570\u3002\u76ee\u524d\u8be5\u6a21\u578b\u5728 Hugging Face \u4e0a\u83b7\u5f97\u4e8650\u4e07\u6b21\u4e0b\u8f7d\u3002\u672a\u6765\uff0c\u6211\u4eec\u5c06\u6574\u5408\u66f4\u591a\u7c7b\u578b\u7684\u591a\u6a21\u6001\u6570\u636e\uff0c\u5305\u62ec\u57fa\u56e0\u7ec4\u5b66\u3001\u7a7a\u95f4\u751f\u7269\u5b66\u7b49\uff0c\u4ee5\u5b9e\u73b0\u66f4\u5168\u9762\u7684\u7cbe\u51c6\u533b\u7597\u3002 Hoifung Poon\uff1a\u6211\u4eec\u4e5f\u975e\u5e38\u8363\u5e78\u80fd\u591f\u4e0e\u4f60\u5408\u4f5c\u3002\u6211\u8ba4\u4e3a\u6df1\u5ea6\u5408\u4f5c\u4e5f\u5e26\u6765\u4e86\u4ee4\u4eba\u5174\u594b\u7684\u524d\u666f\u3002\u8bf7\u95ee Matthew\uff0c\u5982\u4f55\u901a\u8fc7\u8de8\u9886\u57df\u5408\u4f5c\u89c4\u6a21\u5316\u5730\u5f71\u54cd\u66f4\u591a\u7684\u60a3\u8005\uff1f Matthew Lungren\uff1a\u6211\u4eec\u662f\u4e00\u652f\u7531\u6570\u636e\u79d1\u5b66\u5bb6\u3001\u9879\u76ee\u7ecf\u7406\u548c\u5de5\u7a0b\u5e08\u7ec4\u6210\u7684\u56e2\u961f\uff0c\u4e13\u6ce8\u4e8e\u5728\u7ec4\u7ec7\u5185\u5916\u4e0e\u5408\u4f5c\u4f19\u4f34\u5f00\u5c55\u53cc\u5411\u534f\u4f5c\uff0c\u5e0c\u671b\u627e\u51fa\u533b\u7597\u5065\u5eb7\u7684\u6838\u5fc3\u95ee\u9898\uff0c\u53d1\u73b0\u5f53\u524d\u6280\u672f\u7684\u5dee\u8ddd\uff0c\u5e76\u63a2\u7d22\u521b\u65b0\u89e3\u51b3\u65b9\u6848\u3002 \u6211\u8ba4\u4e3a\u6211\u4eec\u6b63\u5904\u4e8e\u4e00\u4e2a\u6781\u5177\u6f5c\u529b\u7684\u8282\u70b9\uff0c\u5f3a\u5927\u7684\u8bed\u8a00\u6a21\u578b\u5728\u5f88\u591a\u4e0d\u540c\u9886\u57df\uff0c\u5c24\u5176\u662f\u79d1\u6280\u9886\u57df\uff0c\u5c55\u73b0\u51fa\u4e86\u5353\u8d8a\u7684\u6027\u80fd\u3002\u800c\u6211\u4eec\u770b\u5230\u7684\u673a\u4f1a\u6b63\u662f\u5c06\u8fd9\u79cd\u80fd\u529b\u8f6c\u5316\u4e3a\u80fd\u591f\u8f7b\u677e\u83b7\u53d6\u4fe1\u606f\u3001\u5904\u7406\u4fe1\u606f\u3001\u751a\u81f3\u4e30\u5bcc\u4fe1\u606f\u7684\u5de5\u5177\uff0c\u5e76\u5c06\u5176\u4e0e\u60a3\u8005\u6570\u636e\u76f8\u7ed3\u5408\u3002\u5728\u4e34\u5e8a\u5f71\u50cf\u9886\u57df\uff0c\u8fd9\u79cd\u878d\u5408\u5c24\u4e3a\u91cd\u8981\u3002 \u56e0\u6b64\uff0c\u6211\u5bf9\u5373\u5c06\u5230\u6765\u7684\u673a\u9047\u5145\u6ee1\u671f\u5f85\u3002\u6b63\u5982 Carlo \u63d0\u5230\u7684\uff0c\u6211\u4eec\u76ee\u524d\u5728 Azure \u76ee\u5f55\u4e0a\u63a8\u51fa\u7684\u6a21\u578b\uff0c\u6db5\u76d6\u4e86\u591a\u79cd\u6a21\u6001\uff0c\u4e3a\u533b\u7597\u5065\u5eb7\u5f00\u53d1\u4eba\u5458\u7684\u751f\u6001\u7cfb\u7edf\u63d0\u4f9b\u4e86\u673a\u4f1a\u3002\u8fd9\u6837\u4ed6\u4eec\u5c31\u53ef\u4ee5\u8bf4\uff1a\u201c\u8fd9\u4e9b\u5de5\u5177\u8ba9\u6211\u4eec\u79bb\u76ee\u6807\u66f4\u8fd1\u4e86\uff0c\u8ba9\u6211\u4eec\u6765\u5b8c\u6210\u6700\u540e\u7684\u4e00\u6b65\uff0c\u5c06\u5176\u5927\u89c4\u6a21\u8f6c\u5316\u4e3a\u5b9e\u9645\u5e94\u7528\u3002\u201d Hoifung Poon\uff1aMatthew \u521a\u624d\u63d0\u5230\uff0c\u9664\u4e86\u6587\u672c\u6a21\u6001\uff0c\u8fd8\u6709\u8bb8\u591a\u975e\u6587\u672c\u7684\u751f\u7269\u533b\u5b66\u6a21\u6001\uff0c\u4f46\u8fd9\u4e9b\u6a21\u6001\u4f1a\u5b58\u5728\u72ec\u7279\u7684\u6311\u6218\u3002\u90a3\u4e48\uff0c\u5927\u5bb6\u5728\u5404\u81ea\u7684\u9886\u57df\u76ee\u524d\u9762\u4e34\u7684\u5173\u952e\u6311\u6218\u662f\u4ec0\u4e48\uff1f\u53c8\u6709\u54ea\u4e9b\u65b0\u7684\u53d1\u73b0\uff1f […]<\/p>\n","protected":false},"author":34512,"featured_media":1130991,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr-content-parent":1012650,"msr_hide_image_in_river":null,"footnotes":""},"research-area":[13556],"msr-locale":[268881],"msr-post-option":[269148],"class_list":["post-1134221","msr-blog-post","type-msr-blog-post","status-publish","has-post-thumbnail","hentry","msr-research-area-artificial-intelligence","msr-locale-zh_cn","msr-post-option-approved-for-river"],"msr_assoc_parent":{"id":1012650,"type":"lab"},"_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-blog-post\/1134221","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-blog-post"}],"about":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-blog-post"}],"author":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/users\/34512"}],"version-history":[{"count":4,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-blog-post\/1134221\/revisions"}],"predecessor-version":[{"id":1134230,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-blog-post\/1134221\/revisions\/1134230"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media\/1130991"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media?parent=1134221"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=1134221"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=1134221"},{"taxonomy":"msr-post-option","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-post-option?post=1134221"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}