{"id":3860,"date":"2018-11-23T10:22:00","date_gmt":"2018-11-23T02:22:00","guid":{"rendered":"http:\/\/www.yuntou8.com\/?p=3860"},"modified":"2018-11-23T10:22:00","modified_gmt":"2018-11-23T02:22:00","slug":"%e8%b0%81%e6%9d%a5%e6%9e%84%e5%bb%baai%e5%8c%bb%e7%96%97%e7%9a%84%e6%9c%aa%e6%9d%a5%ef%bc%9f","status":"publish","type":"post","link":"http:\/\/www.yuntou8.com\/?p=3860","title":{"rendered":"\u8c01\u6765\u6784\u5efaAI\u533b\u7597\u7684\u672a\u6765\uff1f"},"content":{"rendered":"

\u65e0\u7591\uff0c\u672a\u6765\u7684\u667a\u80fd\u533b\u7597\uff0c\u4e0d\u662f\u4efb\u4f55\u4eba\u3001\u4efb\u4f55\u4e00\u4e2a\u533b\u9662\u3001\u4e00\u4e2a\u4f01\u4e1a\u3001\u4efb\u4f55\u4e00\u65b9\u72ec\u81c2\u6253\u9020\u7684\u3002\u672a\u6765\u7684AI\u533b\u7597\u9700\u8981\u653f\u5e9c\u3001\u533b\u9662\u3001\u533b\u751f\u3001\u75c5\u4eba\u3001\u5b66\u672f\u673a\u6784\u3001\u65b0\u6280\u672f\u7814\u53d1\u65b9\u548c\u5546\u4e1a\u53d1\u5c55\u673a\u6784\u3001\u4ee5\u53ca\u4fdd\u9669\u516c\u53f8\u3001\u836f\u5382\u7b49\u533b\u7597\u5927\u5065\u5eb7\u4ea7\u4e1a\u94fe\u6761\u4e0a\u66f4\u591a\u7684\u76f8\u5173\u65b9\uff0c\u79ef\u6781\u3001\u7406\u6027\u3001\u5efa\u8bbe\u6027\u3001\u6301\u4e4b\u4ee5\u6052\u5730\u53c2\u4e0e\u8fdb\u6765\uff0c\u5171\u540c\u6253\u9020\u3002 <\/p>\n

\u201c\u8457\u6709\u300a\u98a0\u8986\u533b\u7597\u300b\u7684\u672a\u6765\u79d1\u5b66\u5bb6Eric Topol\u66fe\u5f15\u7528\u5965\u5730\u5229\u7684\u7ea6\u745f\u592b.\u718a\u5f7c\u5f97\u7684\u8bdd\uff1a\u94c1\u8def\u5e76\u4e0d\u662f\u7531\u8d27\u8fd0\u9a6c\u8f66\u7684\u8f66\u4e3b\u5efa\u9020\u7684\u3002\u201d\u90a3\u4e48\uff0cAI\u533b\u7597\u7684\u672a\u6765\u662f\u7531\u8c01\u6765\u6784\u5efa\uff1f\u5982\u4f55\u6784\u5efa\uff1f<\/p>\n

\u5f53AI\u9047\u4e0a\u533b\u7597\uff0c\u533b\u751f\u4e0e\u60a3\u8005\u662f\u5426\u80fd\u4ece\u8fd9\u9879\u6280\u672f\u4e2d\u771f\u6b63\u83b7\u76ca\uff1f\u968f\u7740\u5f71\u50cf\u8bc6\u522b\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u795e\u7ecf\u7f51\u7edc\u3001\u6df1\u5ea6\u5b66\u4e60\u3001\u4e13\u5bb6\u7cfb\u7edf\u7b49\u6280\u672f\u7684\u53d1\u5c55\uff0c\u4ee5\u53ca\u4eba\u5de5\u667a\u80fd\u5728\u7406\u89e3\u3001\u63a8\u7406\u3001\u5b66\u4e60\u3001\u4e92\u52a8\u7b49\u5e94\u7528\u5c42\u9762\u7684\u7a81\u7834\uff0c\u4eba\u5de5\u667a\u80fd\u662f\u5426\u505a\u597d\u4e86\u52a9\u529b\u4e34\u5e8a\u51b3\u7b56\u7684\u51c6\u5907\uff1f\u4eba\u5de5\u667a\u80fd<\/p>\n

\u5982\u4f55\u52a9\u529b\u6784\u5efa\u672a\u6765\u533b\u7597\uff1f <\/strong><\/p>\n

\u201c\u5f53AI\u4e0e\u52c7\u4e8e\u62e5\u62b1\u65b0\u6280\u672f\u3001\u6562\u4e8e\u5c1d\u8bd5\u65b0\u6280\u672f\u7684\u533b\u52a1\u4eba\u5458\u76f8\u9047\u3001\u78e8\u5408\u5e76\u540c\u884c\u4e4b\u540e\uff0c\u624d\u53ef\u4ee5\u8ba9\u60a3\u8005\u83b7\u76ca\uff0c\u76f8\u4fe1\u8fd9\u4e00\u5929\u4e00\u5b9a\u4f1a\u8d8a\u6765\u8d8a\u8fd1\u3002\u201d \u540c\u6d4e\u5927\u5b66\u9644\u5c5e\u4e0a\u6d77\u5e02\u7b2c\u5341\u4eba\u6c11\u533b\u9662\u80bf\u7624\u79d1\u4e3b\u4efb\u8bb8\u9752\u8fd9\u6837\u544a\u8bc9\u8bb0\u8005\u3002<\/p>\n

IBM\u5728AI+\u533b\u7597\u7684\u4ea7\u4e1a\u5316\u4e4b\u8def\u4e0a\u4e00\u76f4\u662f\u5148\u884c\u8005\u3002\u5bf9\u4e8e\u4e00\u8def\u8d70\u6765\u7684IBM Watson\uff0c\u4e1a\u754c\u6709\u8d5e\u8d4f\uff0c\u4ea6\u6709\u8d28\u7591\u58f0\u97f3\u3002\u672c\u6587\u5e0c\u671b\u901a\u8fc7\u56de\u987eWatson\u533b\u7597\u7684\u8def\u5f84\u6765\u53cd\u89c2\u5982\u4f55\u6784\u5efaAI\u533b\u7597\u3002<\/p>\n

\u8fd1\u65e5\uff0cIBM Watson Health\u90e8\u95e8\u7684\u9ad8\u7ba1\u63a5\u53d7\u4e86\u300a\u7ecf\u6d4e\u89c2\u5bdf\u62a5\u300b\u7684\u91c7\u8bbf\uff0c\u8be6\u7ec6\u4ecb\u7ecd\u4e86Watson\u5728\u533b\u7597\u9886\u57df\u7684\u5b9e\u9645\u8fdb\u5c55\uff0c\u5728\u4e2d\u56fd\u7684\u5177\u4f53\u843d\u5730\u60c5\u51b5\u4ee5\u53ca\u751f\u6001\u53d1\u5c55\u3002 <\/p>\n

\u66ff\u4ee3\u8fd8\u662f\u534f\u540c\uff0c\u673a\u5668\u667a\u80fd\u7684\u5b9a\u4f4d\u662f\u4ec0\u4e48\uff1f  <\/p>\n

\u65f6\u95f4\u56de\u6eaf\u52302011\u5e74\uff0cIBM Watson\u5728\u7f8e\u56fd\u667a\u529b\u95ee\u7b54\u8282\u76ee\uff08Jeopardy\uff09\u4e2d\u51fb\u8d25\u4e24\u4f4d\u4eba\u7c7b\u9009\u624b\u53d6\u5f97\u51a0\u519b\u800c\u4e00\u70ae\u800c\u7ea2\uff1b\u4e4b\u540eIBM Watson\u7684\u5546\u4e1a\u5316\u4e4b\u8def\u6b63\u5f0f\u5f00\u542f\uff0c\u5e76\u4e8e2014\u5e74\u6210\u7acbIBM Watson\u4e1a\u52a1\u90e8\u95e8\uff0c\u8fc5\u901f\u5728\u6559\u80b2\u3001\u91d1\u878d\u3001\u96f6\u552e\u3001\u65f6\u5c1a\u3001\u4ea4\u901a\u3001\u80fd\u6e90\u7b49\u9886\u57df\u5b9e\u73b0\u5e94\u7528\uff1b\u540c\u65f6\uff0cIBM\u5bf9\u533b\u7597\u9886\u57df\u5bc4\u4e88\u539a\u671b\uff0c\u4e8e2015\u5e74\u521d\u6210\u7acbWatson Health\uff0c\u901a\u8fc7\u4e00\u7cfb\u5217\u7684\u6218\u7565\u5e03\u5c40\uff0cIBM\u6536\u8d2d\u4e86\u56db\u5bb6\u5927\u578b\u7684\u533b\u7597\u6570\u636e\u516c\u53f8\uff0c\u5305\u62ec\u4e00\u5bb6\u5f71\u50cf\u516c\u53f8\u3001\u4e00\u5bb6\u6570\u636e\u5e73\u53f0\u516c\u53f8\u3001\u4e00\u5bb6\u533b\u7597\u5f71\u50cf\u516c\u53f8\u3001\u8fd8\u6709\u4e00\u5bb6\u662f\u6df1\u8015\u5065\u5eb7\u4fdd\u9669\u9886\u57df\u7684Truven\u3002\u540c\u5e74\uff0cIBM\u5ba3\u5e03\u5411AI\u548c\u4e91\u5e73\u53f0\u8f6c\u578b\u3002<\/p>\n

\u6210\u7acb\u4e09\u5e74\u6765\uff0c\u7838\u4e0b\u6570\u5341\u4ebf\u7f8e\u5143\u7684Watson Health\u5177\u4f53\u8981\u505a\u4ec0\u4e48\uff1f<\/p>\n

IBM \u8d1f\u8d23\u8ba4\u77e5\u89e3\u51b3\u65b9\u6848\u53caIBM\u7814\u7a76\u9662\u9ad8\u7ea7\u526f\u603b\u88c1John E.Kelly\u535a\u58eb\uff0c\u66fe\u5728\u534e\u5c14\u8857\u65e5\u62a5\u53d1\u8868\u7684\u535a\u6587\u4e2d\u8868\u793a\uff0cIBM Watson Health \u5173\u6ce8\u7684\u91cd\u70b9\u662f\uff0c\u5c06\u4e0b\u4e00\u4ee3 AI \u6280\u672f\u5e94\u7528\u4e8e\u764c\u75c7\u6cbb\u7597\uff0c\u5e76\u5e94\u5bf9\u533b\u7597\u5065\u5eb7\u884c\u4e1a\u4e00\u4e9b\u91cd\u5927\u7684\u6311\u6218\uff0c\u8ba9\u4e16\u754c\u5404\u5730\u7684\u4eba\u4eec\u4eab\u53d7\u66f4\u7f8e\u597d\u3001\u66f4\u5065\u5eb7\u3001\u66f4\u957f\u4e45\u7684\u751f\u6d3b\u3002\u4ed6\u66fe\u8bf4\uff0c\u9488\u5bf9\u52a9\u529b\u764c\u75c7\u6cbb\u7597\uff0cIBM Watson\u4e09\u4e2a\u72ec\u7279\u7684\u89e3\u51b3\u65b9\u6848\u5206\u522b\u4e3a\uff1aWatson \u80bf\u7624\u89e3\u51b3\u65b9\u6848 (WfO, Watson for Oncology) \u3001Watson \u4e34\u5e8a\u8bd5\u9a8c\u5339\u914d\u89e3\u51b3\u65b9\u6848 (WfC, Watson for Clinical Trial Matching) \u548cWatson \u57fa\u56e0\u89e3\u51b3\u65b9\u6848 (WfG\uff0cWatson for Genomics)\u3002<\/p>\n

\u6b64\u5916\uff0cWatson Health\u8fd8\u5305\u62ec\u4e00\u7cfb\u5217\u8ba4\u77e5\u79d1\u6280\u89e3\u51b3\u65b9\u6848\uff0c\u4f8b\u5982\uff0cWatson\u533b\u7597\u5f71\u50cf\u5206\u6790\u89e3\u51b3\u65b9\u6848\uff08Watson Imaging Clinical Review\uff09\uff0cWatson \u836f\u7269\u7814\u53d1\u89e3\u51b3\u65b9\u6848\uff08Watson for Drug Discovery\uff09\uff0cWatson Care Manager\uff08Watson \u7167\u62a4\u7ba1\u7406\uff09\uff0cPlatform for Health & Cognitive Services\uff08Watson\u5065\u5eb7\u53ca\u8ba4\u77e5\u670d\u52a1\u5e73\u53f0\uff09\u7b49\u7b49\u3002\u53ef\u89c1\uff0cWfO\u548cWfG\u53ea\u662f\u201c\u5bb6\u65cf\u4e2d\u7684\u4e8c\u4e2a\u6210\u5458\u201d\u3002 <\/p>\n

\u622a\u81f3\u76ee\u524d\uff0cWatson Health\u5df2\u6709\u8d85\u8fc715,000\u4e2a\u5ba2\u6237\u4e0e\u5408\u4f5c\u4f19\u4f34\uff0c\u89e6\u53ca\u8d85\u8fc7185,000\u4f4d\u75c5\u60a3\u4e0e\u6d88\u8d39\u8005\u3002\u5e76\u4e14\uff0c\u4e0e\u5168\u4e16\u754c300\u591a\u5bb6\u764c\u75c7\u673a\u6784\u7b7e\u8ba2\u4e86\u5408\u4f5c\u4f19\u4f34\u5173\u7cfb\uff0c\u60e0\u53ca\u60a3\u8005\u4eba\u6570\u5df2\u8fdc\u8d8512\u4e07\u3002<\/p>\n

\u5916\u754c\u6700\u4e3a\u5173\u6ce8\u7684\u662f\uff0c\u5728\u764c\u75c7\u6cbb\u7597\u51b3\u7b56\u4e2dWatson\u4e0e\u533b\u751f\u7684\u5173\u7cfb\u3002\u90a3\u4e48\uff0c Watson\u5728\u764c\u75c7\u6cbb\u7597\u4e2d\uff0c\u5230\u5e95\u5982\u4f55\u5b9a\u4f4d\uff1f\u5176\u4ef7\u503c\u662f\u4ec0\u4e48\uff1f<\/p>\n

\u201cIBM Watson\u80bf\u7624\u89e3\u51b3\u65b9\u6848\u7684\u5b9a\u4f4d\u662f\u8981\u6210\u4e3a\u533b\u751f\u7684\u597d\u5e2e\u624b\u3001\u597d\u52a9\u624b\uff0c\u4e3a\u4ed6\u4eec\u63d0\u4f9b\u66f4\u597d\u7684\u6cbb\u7597\u65b9\u6848\u5efa\u8bae\u3002\u201dIBM Watson Health\u80bf\u7624\u4e0e\u57fa\u56e0\u89e3\u51b3\u65b9\u6848\u526f\u603b\u88c1 Steve Harvey\u5bf9\u8bb0\u8005\u8868\u793a\uff0c\u201cWatson\u5e76\u4e0d\u505a\u8bca\u65ad\uff0c\u800c\u662f\u4e00\u4e2a\u8f85\u52a9\u51b3\u7b56\u7684\u667a\u80fd\u652f\u6301\u7cfb\u7edf\u3002\u8fd9\u4e2a\u7cfb\u7edf\u4f1a\u5c3d\u804c\u5c3d\u8d23\u5730\u4e3a\u533b\u751f\u63a8\u8350\u6cbb\u7597\u7684\u9009\u62e9\u65b9\u6848\uff0c\u4f46\u6700\u7ec8\u7684\u6cbb\u7597\u51b3\u7b56\u662f\u7531\u533b\u751f\u505a\u51fa\u201d\u3002<\/p>\n

\u540c\u6d4e\u5927\u5b66\u9644\u5c5e\u4e0a\u6d77\u5e02\u7b2c\u5341\u4eba\u6c11\u533b\u9662\u80bf\u7624\u79d1\u533b\u751f\u643a\u624bWatson\u8054\u5408\u4e49\u8bca<\/p>\n

\u5177\u4f53\u6765\u8bf4\uff0cWatson\u5728\u5e2e\u52a9\u533b\u7597\u536b\u751f\u5de5\u4f5c\u8005\u7167\u987e\u60a3\u8005\u7684\u6574\u4e2a\u8fc7\u7a0b\u4e2d\u80fd\u591f\u63d0\u4f9b\u51b3\u7b56\u652f\u6301\u5f15\u64ce\uff0c\u5e76\u4e14\u63d0\u4f9b\u51fa\u533b\u7597\u5faa\u8bc1\u8bc1\u636e\u3002<\/p>\n

Steve Harvey\u8865\u5145\u8bf4\uff0c\u8fd9\u4e2a\u5f15\u64ce\u7531IBM Watson\u548cMSKCC\u7684\u4e13\u5bb6\u4eec\u5171\u540c\u5f00\u53d1\u5e76\u4e14\u8bad\u7ec3\u3002\u5bf9\u4e8eWatson\u80bf\u7624\u89e3\u51b3\u65b9\u6848\u7684\u5177\u4f53\u5de5\u4f5c\u65b9\u5f0f\uff0c\u4ed6\u4ecb\u7ecd\uff0c\u9996\u5148\u662fWfO\u63a5\u6536\u5230\u6765\u81ea\u4e8e\u62a4\u58eb\u3001\u533b\u751f\u6240\u586b\u7684\u53bb\u9690\u79c1\u7684\u3001\u4e0e\u60a3\u8005\u76f8\u5173\u7684\u3001\u5177\u4f53\u7684\u5c5e\u6027\u548c\u5177\u4f53\u7684\u75c5\u4f8b\u60c5\u51b5\uff0c\u8fd9\u4e2a\u5f15\u64ce\u80fd\u591f\u8fdb\u884c\u81ea\u52a8\u5316\u7684\u5206\u6790\uff0c\u4e4b\u540e\u5b83\u5c06\u4f1a\u5229\u7528\u4eba\u5de5\u667a\u80fd\u4e3a\u533b\u751f\u63d0\u4f9b\u4e00\u7cfb\u5217\u7684\u6cbb\u7597\u63a8\u8350\u65b9\u6848\u5efa\u8bae\u3001\u6cbb\u7597\u9009\u62e9\u65b9\u6848\u5efa\u8bae\u3002<\/p>\n

Steve Harvey\u5f3a\u8c03\uff0cWatson\u80bf\u7624\u89e3\u51b3\u65b9\u6848\u5df2\u7ecf\u6d89\u53ca330\u79cd\u533b\u5b66\u671f\u520a\uff0c\u6709200\u591a\u672c\u533b\u5b66\u6559\u79d1\u4e66\uff0c\u4ee5\u53ca\u6570\u5343\u4e07\u4efd\u7684\u6587\u732e\uff0c\u4ece\u800c\u6839\u636e\u5faa\u8bc1\u533b\u5b66\u4e3a\u60a3\u8005\u6cbb\u7597\u63d0\u4f9b\u54ea\u4e9b\u662f\u4f18\u9009\u7684\uff0c\u54ea\u4e9b\u662f\u6b21\u9009\u7684\uff0c\u5e76\u4e14\u51fa\u793a\u5f15\u8bc1\u7684\u5177\u4f53\u539f\u56e0\u3002\u201c\u5f53\u7136\uff0c\u8fd8\u6709\u5f88\u591a\u5177\u4f53\u7684\u7ec6\u8282\uff0c\u6bd4\u5982\uff0c\u5305\u62ec\u836f\u7269\u7684\u5242\u91cf\u3001\u836f\u7269\u7684\u526f\u4f5c\u7528\u3001\u76f8\u4e92\u4f5c\u7528\uff0c\u4ee5\u53ca\u60a3\u8005\u6559\u80b2\u7684\u6750\u6599\u3002\u201d<\/p>\n

\u622a\u81f3\u76ee\u524d\uff0cWfO\u5df2\u7ecf\u8986\u76d6\u4e8613\u4e2a\u764c\u79cd\uff0c\u5360\u4e86\u5168\u7403\u6700\u4e3a\u5e38\u89c1\u7684\uff0c\u4e5f\u5c31\u662f\u8bf4\u60a3\u75c5\u7387\u548c\u53d1\u75c5\u7387\u5360\u523080%\u7684\u5e38\u89c1\u7684\u764c\u75c7\u3002Steve Harvey\u900f\u9732\uff0c\u201c\u8ba1\u5212\u672a\u6765\u4e24\u5e74\u518d\u62d3\u5c55\u4e09\u4e2a\u764c\u79cd\u3002\u201d<\/p>\n

\u5982\u4f55\u63d0\u5347\u672c\u571f\u5316\u7a0b\u5ea6\uff1f<\/strong><\/p>\n

\u764c\u75c7\u662f\u4eba\u7c7b\u76ee\u524d\u9762\u4e34\u7684\u6700\u5927\u6311\u6218\u4e4b\u4e00\u3002\u6709\u7edf\u8ba1\u6570\u636e\u663e\u793a\uff0c\u4e2d\u56fd\u6bcf\u5929\u5927\u7ea6\u670912,000\u4e2a\u65b0\u7684\u764c\u75c7\u8bca\u65ad\u75c5\u4f8b\u3002\u5bf9\u4e8e\u533b\u751f\u4e13\u5bb6\u6765\u8bf4\uff0c\u5b9e\u73b0\u7cbe\u51c6\u7684\u764c\u75c7\u6cbb\u7597\u4e0d\u4ec5\u9700\u8981\u4e86\u89e3\u5148\u8fdb\u7684\u6700\u4f73\u6cbb\u7597\u65b9\u6848\u5b9e\u8df5\uff0c\u4e0d\u65ad\u5730\u5bf9\u5e9e\u5927\u4e14\u590d\u6742\u7684\u80bf\u7624\u7814\u7a76\u8d44\u6599\u8fdb\u884c\u6df1\u5ea6\u7684\u7814\u7a76\u548c\u5206\u6790\uff0c\u4ed6\u4eec\u6700\u5927\u7684\u6311\u6218\u8fd8\u5305\u62ec\u5e94\u5bf9\u6bcf\u5929\u4ee5\u79d2\u9012\u589e\u7684\u6d77\u91cf\u6570\u636e\uff0c\u8fd9\u5176\u4e2d\u5305\u62ec80%\u7684\u975e\u7ed3\u6784\u5316\u6570\u636e(\u4f8b\u5982\u89c6\u9891\u3001\u5f71\u50cf\u3001\u58f0\u97f3\u3001\u884c\u4e3a\u7b49\u7b49)\u3002<\/p>\n

\u5728\u4e2d\u56fd\uff0cAI\u533b\u7597\u7684\u53d1\u5c55\u9700\u8981\u901a\u8fc7\u653f\u5e9c\u90e8\u95e8\u3001\u6280\u672f\u62e5\u6709\u65b9\u548c\u5546\u4e1a\u673a\u6784\u3001\u533b\u7597\u673a\u6784\u548c\u533b\u8054\u4f53\uff0c\u4ee5\u53ca\u5b66\u672f\u56e2\u4f53\u7684\u901a\u529b\u5408\u4f5c\u3002<\/p>\n

\u767e\u6d0b\u667a\u80fd\u79d1\u6280\u643a\u624bIBM\uff0c\u4e8e2017\u5e746\u6708\uff0c\u5206\u522b\u5c06Watson\u80bf\u7624\u6cbb\u7597\u65b9\u6848\u4ee5\u53caWatson\u57fa\u56e0\u89e3\u51b3\u65b9\u6848\u5f15\u8fdb\u4e2d\u56fd\u3002<\/p>\n

\u767e\u6d0b\u667a\u80fd\u79d1\u6280CMO\u738b\u5fc5\u5168\u4ecb\u7ecd\uff0c\u4e00\u5e74\u591a\u4ee5\u6765\uff0cWatson Health\u8fd9\u4e24\u4e2a\u89e3\u51b3\u65b9\u6848\u5728\u4e2d\u56fd\u7684\u53d1\u5c55\u6210\u7ee9\u76f8\u5f53\u4e0d\u9519\u3002\u622a\u81f32018\u5e7411\u67084\u65e5\uff0c\u767e\u6d0b\u63a8\u52a8IBM Watson\u5728\u4e2d\u56fd20\u591a\u4e2a\u7701\u768440\u591a\u4e2a\u57ce\u5e02\u768481\u5bb6\u533b\u9662\u7b7e\u7ea6\u843d\u5730\uff1b\u4f7f\u7528\u8fc7\u7684\u533b\u9662\u6709261\u5bb6\uff0c\u7b7e\u7ea6\u533b\u9662\u670981\u5bb6\uff0c\u6ce8\u518c\u7684\u533b\u751f\u662f1133\u4eba\uff0c\u4f7f\u7528\u8fc7\u7684\u533b\u751f\u662f785\u4eba\uff0c\u60a3\u8005\u6570\u53bb\u5e74\u7a81\u78341\u4e07\uff0c\u5230\u4eca\u5e7411\u67084\u65e5\u5171\u670941000\u540d\u60a3\u8005\u7528\u4e86WfO\u3002<\/p>\n

\u201c\u4eca\u5e74\u5e74\u5e95\u6211\u4eec\u5e0c\u671b\u628a\u4ea7\u54c1\u62d3\u5c55\u5230120\u5bb6\u533b\u9662\uff0c\u660e\u5e74\u518d\u63a8\u8fdb150\u5bb6\uff0c\u8fd9\u6837\u5c31\u6709\u63a5\u8fd1300\u5bb6\u533b\u9662\u7684\u89c4\u6a21\u4e86\u3002\u201d\u738b\u5fc5\u5168\u8bf4\u3002<\/p>\n

\u201c\u6211\u4eec\u5f15\u8fdb\u8fd9\u4e2a\u4ea7\u54c1\u7684\u76ee\u7684\u662f\u5e0c\u671b\u5e2e\u52a9\u63d0\u9ad8\u4e2d\u56fd\u764c\u75c7\u60a3\u8005\u4e94\u5e74\u7684\u751f\u5b58\u7387\uff0c\u6570\u636e\u663e\u793a\uff0c\u5f53\u65f6\u4e2d\u56fd\u764c\u75c7\u60a3\u8005\u7684\u4e94\u5e74\u751f\u5b58\u7387\u662f37%\uff0c\u7f8e\u56fd\u662f67%\uff0c\u73b0\u5728\u4e2d\u56fd\u63d0\u5230\u4e8640%\u3002\u201d\u738b\u5fc5\u5168\u8868\u793a\uff0cWfO\u8fd8\u53ef\u4ee5\u63d0\u9ad8\u533b\u751f\u5728\u4e34\u5e8a\u51b3\u7b56\u4e0a\u5bf9\u6307\u5357\u89c4\u8303\u7684\u4f9d\u4ece\u6027\u3002<\/p>\n

\u5728\u4e2d\u56fd\uff0c\u4e2d\u56fd\u4e34\u5e8a\u80bf\u7624\u5b66\u4f1a\uff08CSCO\uff09\u5e38\u52a1\u7406\u4e8b\u3001\u79d8\u4e66\u957f\u6c5f\u6cfd\u98de\u505a\u4e86\u4e00\u9879\u5173\u4e8e Watson \u7528\u4e8e\u4e2d\u56fd\u4e73\u817a\u764c\u60a3\u8005\u6cbb\u7597\u51b3\u7b56\u7684\u4e00\u9879\u591a\u4e2d\u5fc3\u3001\u56de\u987e\u6027\u3001\u975e\u5e72\u9884\u6027\u2163\u671f\u4e34\u5e8a\u7814\u7a76\u3002\u76ee\u7684\u662f\u8bc4\u4f30 Watson \u51b3\u7b56\u3001\u533b\u751f\u51b3\u7b56\u3001\u533b\u751f+Watson \u51b3\u7b56\u4e4b\u95f4\u7684\u7b26\u5408\u7387\uff0c\u901a\u8fc7\u4e13\u5bb6\u8bc4\u5206\uff08\u57fa\u4e8e NCCN \u548c CSCO \u6307\u5357\uff09\uff0c\u8bc4\u4f30\u4e09\u79cd\u51b3\u7b56\u7684\u89c4\u8303\u6027\u3002<\/p>\n

\u4ed6\u8868\u793a\uff0c\u201c\u4ece\u5b66\u672f\u7684\u89d2\u5ea6\uff0c\u6211\u4eec\u63a2\u8ba8\u4e0d\u540c\u9636\u6bb5\uff0c\u4e0d\u540c\u7c7b\u522b\u7684\u7b26\u5408\u7387\uff0c\u4e5f\u5efa\u7acb\u4e86\u6307\u5357\u7684\u8bc4\u4ef7\u4f53\u7cfb\uff0c\u9a8c\u8bc1\u4e86Watson\u7684\u53ef\u884c\u6027\uff0c\u6211\u4eec\u89c9\u5f97\u57fa\u672c\u53ef\u884c\uff0c\u4f46\u662f\u6211\u4eec\u4e5f\u53d1\u73b0\u4e86\u5b83\u7684\u4e00\u4e9b\u5c40\u9650\u6027\uff0c\u8981\u7ed3\u5408\u4e2d\u56fd\u5177\u4f53\u60c5\u51b5\u3001\u672c\u571f\u5316\u7684\u5fc5\u8981\u6027\u3002\u201d<\/p>\n

\u201c\u53bb\u5e743\u6708\u4efd\uff0c\u767e\u6d0b\u5f15\u8fdb\u90e8\u7f72\u7684\u65f6\u5019\uff0c\u53ea\u80fd\u9488\u5bf97\u4e2a\u764c\u75c7\uff0c2018\u5e747\u6708\u4efd\u73b0\u5728\u5df2\u7ecf\u53ef\u4ee5\u9488\u5bf913\u4e2a\u764c\u75c7\u3002\u201d \u738b\u5fc5\u5168\u63d0\u51fa\uff0c\u5728\u4ea7\u54c1\u5feb\u901f\u63a8\u5e7f\u7684\u8fc7\u7a0b\u4e2d\uff0cWatson\u8fd8\u6709\u9700\u8981\u6539\u8fdb\u7684\u7a7a\u95f4\uff0c\u6bd4\u5982\uff0c\u589e\u52a0CFDA\u7684\u6279\u51c6\u836f\u7269\u3001\u52a0\u5165\u836f\u54c1\u7ecf\u6d4e\u5b66\u7684\u6570\u636e\uff0c\u4ee5\u53ca\u672c\u571f\u5316\u65b9\u6848\uff08\u4f8b\u5982\u4e2d\u56fd\u7684\u6307\u5357\uff09\u3002<\/p>\n

Steve Harvey\u5219\u660e\u786e\u8868\u793a\uff0c\u201c\u6211\u4eec\u660e\u5e74\u4f1a\u52a0\u5927\u672c\u571f\u5316\u4e0a\u7684\u5de5\u4f5c\u529b\u5ea6\uff0c\u5c24\u5176\u662f\u5728\u4e2d\u56fd\u201d\u3002<\/p>\n

\u201cWfO\u5e76\u4e0d\u662f\u4e00\u4e2a\u9759\u6001\u7684\u7cfb\u7edf\uff0c\u4e3a\u786e\u4fdd\u4fe1\u606f\u548c\u76f8\u5bf9\u7684\u5404\u4e2a\u5f53\u5730\u5e02\u573a\u7684\u5173\u8054\u6027\uff0c\u6211\u4eec\u5728\u5168\u7403\u8303\u56f4\u5185\u548c\u533b\u751f\u8fdb\u884c\u7d27\u5bc6\u7684\u5408\u4f5c\uff0c\u6839\u636e\u5f53\u5730\u5e02\u573a\u7684\u9700\u6c42\u4f1a\u505a\u51fa\u5fae\u8c03\u548c\u6539\u5584\u3002\u201d Nathan Levitan\u900f\u9732\uff0c \u201c\u5f88\u5feb\uff0c\u6211\u4eec\u4f1a\u5c06CSCO\uff08\u4e2d\u56fd\u764c\u75c7\u6307\u5357\uff09\u7eb3\u5165\u5230WfO\u7cfb\u7edf\u5f53\u4e2d\u3002\u201d<\/p>\n

\u4eba\u5de5\u667a\u80fd\u662f\u5426\u5177\u6709\u5b9e\u9645\u4ef7\u503c\uff1f<\/strong><\/p>\n

\u4f7f\u7528Watson\u5bf9\u533b\u751f\u6765\u8bf4\u610f\u5473\u7740\u4ec0\u4e48\uff1f<\/p>\n

\u8bb8\u9752\u4ecb\u7ecd\uff0c\u81ea\u4e0a\u6d77\u5e02\u7b2c\u5341\u4eba\u6c11\u533b\u9662\u5f15\u8fdbWatson\u4ee5\u6765\uff0c\u5df2\u7ecf\u7d2f\u8ba1\u5b8c\u6210\u8fd1650\u4f8b\u80bf\u7624\u60a3\u8005\u8f85\u52a9\u51b3\u7b56\uff0c\u5360\u6240\u6709\u95e8\u8bca\u60a3\u80055\u6210\u5de6\u53f3\uff0c\u6d89\u53ca\u764c\u75c7\u7c7b\u578b\u5305\u62ec\u7ed3\u76f4\u80a0\u764c\u3001\u80c3\u764c\u3001\u80ba\u764c\u7b49\u591a\u53d1\u764c\u79cd\u3002<\/p>\n

\u7ed3\u5408\u4e0a\u8ff0\u56fd\u5185\u4e13\u5bb6\u7684\u89c2\u70b9\uff0cWatson \u5728\u533b\u7597\u9886\u57df\u7684\u5e94\u7528\uff0c\u786e\u5b9e\u53ef\u4ee5\u4f5c\u4e3a\u533b\u751f\u6709\u529b\u7684\u5e2e\u624b\u3002\u5e76\u4e14\uff0cWatson\u5bf9\u4e8e\u80bf\u7624\u6cbb\u7597\u7684\u4e34\u5e8a\u610f\u4e49\u4e5f\u6b63\u5728\u9010\u6b65\u88ab\u53d1\u73b0\u3002\u4ee5\u5728\u6743\u5a01\u5b66\u672f\u6742\u5fd7 ASCO \uff08\u7f8e\u56fd\u4e34\u5e8a\u80bf\u7624\u5b66\u4f1a\uff09\u6295\u7a3f\u4e0e\u53d1\u5e03\u60c5\u51b5\u6765\u770b\uff0c\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u5df2\u7ecf\u6210\u4e3a\u533b\u5b66\u754c\u5173\u6ce8\u7684\u70ed\u70b9\u3002<\/p>\n

Steve Harvey\u8ba4\u4e3a\uff0c\u5c06\u4eba\u5de5\u667a\u80fd\u7b49\u6280\u672f\u5e94\u7528\u5728\u533b\u7597\u5065\u5eb7\u9886\u57df\uff0cIBM\u8fd8\u53ea\u662f\u521a\u521a\u8d77\u6b65\uff0c\u672a\u6765\u5c06\u5168\u529b\u4ee5\u8d74\u3002\u201c\u56e0\u4e3a\u9762\u5bf9\u6311\u6218\uff0cIBM\u4ece\u672a\u9000\u7f29\u9003\u907f\u3002\u201d<\/p>\n

\u4eba\u7c7b\u6240\u6709\u7684\u667a\u6167\u90fd\u5305\u542b\u5728\u4e24\u4e2a\u8bcd\u4e2d\uff1a\u7b49\u5f85\u548c\u5e0c\u671b\u3002AI\u533b\u7597\u7684\u9ec4\u91d1\u65f6\u4ee3\u6765\u4e86\u5417\uff1f \u6211\u4eec\u770b\u5230\uff0cIBM Watson\u5145\u6ee1\u4fe1\u5fc3\u3001\u6b63\u5168\u529b\u4ee5\u8d74\u3002<\/p>\n

\u9488\u5bf9\u4eba\u5de5\u667a\u80fd\u4e0e\u65b0\u6280\u672f\u5728\u533b\u7597\u9886\u57df\u7684\u672a\u6765\u53d1\u5c55\u7684\u8bdd\u9898\uff0c\u8bb8\u9752\u6559\u6388\u63d0\u5230\uff1a\u8457\u6709\u300a\u98a0\u8986\u533b\u7597\u300b\u7f8e\u56fd\u672a\u6765\u79d1\u5b66\u5bb6Eric Topol\u66fe\u8bf4\uff0c\u201c\u672a\u6765\u7684\u533b\u7597\u4e0d\u5149\u662f\u533b\u751f\u4e00\u4e2a\u4eba\u505a\u51b3\u5b9a\uff0c\u80af\u5b9a\u8981\u6709\u793e\u4f1a\u3001\u5bb6\u5c5e\uff0c\u7279\u522b\u662f\u75c5\u4eba\u8981\u81ea\u4e3b\u7684\u53c2\u4e0e\u5230\u6cbb\u7597\u8fc7\u7a0b\u4e2d\u6765\uff0c\u8fd9\u4e2a\u65f6\u5019\u8981\u7ed9\u4ed6\u63d0\u4f9b\u4fe1\u606f\u7684\u5e73\u53f0\uff0c\u5e94\u8be5\u662f\u975e\u5e38\u5c0a\u91cd\u4eba\u7684\u5de5\u5177\u3002\u201d<\/p>\n

\u8fd9\u91cc\u9762\u4e0d\u4ec5\u6298\u5c04\u4e86\u672a\u6765\u533b\u7597\u7684\u4eba\u6027\u5173\u7231\uff0c\u7136\u800c\u66f4\u4e3a\u91cd\u8981\u7684\u662f\u60a3\u8005\u53c2\u4e0e\uff0c\u4ee5\u53ca\u5b9e\u73b0\u60a3\u8005\u53c2\u4e0e\uff0c\u5bf9\u4e8e\u642d\u5efa\u667a\u80fd\u5316\u77e5\u8bc6\u5e73\u53f0\u7684\u91cd\u8981\u6027\u3002<\/p>\n

\u8bb8\u9752\u8fd8\u63d0\u5230\uff0cEric Topol\u66fe\u7ecf\u63f4\u5f15\u5965\u5730\u5229\u7684\u7ea6\u745f\u592b.\u718a\u5f7c\u5f97\u7684\u8bdd\uff1a\u94c1\u8def\u5e76\u4e0d\u662f\u7531\u8d27\u8fd0\u9a6c\u8f66\u7684\u8f66\u4e3b\u5efa\u9020\u7684\u3002<\/p>\n

\u90a3\u4e48\uff0c\u672a\u6765\u533b\u7597\u662f\u8c01\u5efa\u9020\u7684\u5462\uff1f<\/p>\n

\u65e0\u7591\uff0c\u672a\u6765\u7684\u667a\u80fd\u533b\u7597\uff0c\u4e0d\u662f\u4efb\u4f55\u4eba\u3001\u4efb\u4f55\u4e00\u4e2a\u533b\u9662\u3001\u4e00\u4e2a\u4f01\u4e1a\u3001\u4efb\u4f55\u4e00\u65b9\u72ec\u81c2\u6253\u9020\u7684\u3002\u672a\u6765\u7684AI\u533b\u7597\u9700\u8981\u653f\u5e9c\u3001\u533b\u9662\u3001\u533b\u751f\u3001\u75c5\u4eba\u3001\u5b66\u672f\u673a\u6784\u3001\u65b0\u6280\u672f\u7814\u53d1\u65b9\u548c\u5546\u4e1a\u53d1\u5c55\u673a\u6784\u3001\u4ee5\u53ca\u4fdd\u9669\u516c\u53f8\u3001\u836f\u5382\u7b49\u533b\u7597\u5927\u5065\u5eb7\u4ea7\u4e1a\u94fe\u6761\u4e0a\u66f4\u591a\u7684\u76f8\u5173\u65b9\uff0c\u79ef\u6781\u3001\u7406\u6027\u3001\u5efa\u8bbe\u6027\u3001\u6301\u4e4b\u4ee5\u6052\u5730\u53c2\u4e0e\u8fdb\u6765\uff0c\u5171\u540c\u6253\u9020\u3002<\/p>\n

*\u672c\u6587\u4f5c\u8005\u9093\u6653\u857e\uff0c\u7531\u65b0\u82bdNewSeed\u5408\u4f5c\u4f19\u4f34\u7ecf\u6d4e\u89c2\u5bdf\u62a5\u6388\u6743\u53d1\u5e03\uff0c\u8f6c\u8f7d\u8bf7\u8054\u7cfb\u539f\u51fa\u5904\u3002\u5982\u5185\u5bb9\u3001\u56fe\u7247\u6709\u4efb\u4f55\u7248\u6743\u95ee\u9898\uff0c\u8bf7\u8054\u7cfb\u65b0\u82bdNewSeed\u5904\u7406\u3002 \u5206\u4eab\u957f\u5fae\u535a \u5206\u4eab\u5230\u5fae\u4fe1 AI \u533b\u7597 <\/p>\n

\u76f8\u5173\u9886\u57df\u7684\u6295\u8d44\u4eba<\/h4>\n
    \n
  • \n

    \u5218\u5353\u5e05<\/h3>\n

    \u5efa\u5143\u6295\u8d44\u63a7\u80a1<\/p>\n

    \u5e02\u573a\u603b\u76d1 \u673a\u6784\u6295\u8d44\u4eba\u8ba4\u8bc1<\/span><\/p>\n

    \u7ea6\u8c08 \u6295\u8d44\u9886\u57df\uff1a 5G <\/li>\n<\/ul>\n

    <\/span><\/h3>\n
      \n
    • \n

      \u5e73\u53f0\u9020\u661f\u3001AI\u5f00\u8def\uff0c\u8fde\u63a5\u4ea7\u4e1a\uff1a\u7a81\u56f4\u77ed\u89c6\u9891\u74f6\u9888\u6709\u54ea\u4e9b\u65b0\u8def\uff1f<\/h3>\n

      \u70ed\u70b9\u5fae\u8bc4<\/span> \u00b7<\/span> 2018\/11\/22 11:24:00<\/span> \u77ed\u89c6\u9891 \u5fae\u8f6f\u5c0f\u51b0 AI \u7f51\u6613\u4e91\u97f3\u4e50 <\/li>\n

    • \n

      \u90fd8012\u5e74\u4e86\uff0c\u4f60\u6709AI\u601d\u7ef4\u4e86\u5417\uff1f<\/h3>\n

      \u79d1\u6280\u5506\u9ebb<\/span> \u00b7<\/span> 2018\/11\/21 14:35:00<\/span> \u4eba\u5de5\u667a\u80fd 5G AI\u601d\u7ef4 \u6570\u5b57\u5316\u751f\u5b58 <\/li>\n

    • \n

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      \u534a\u5bfc\u4f53<\/span> \u00b7<\/span> 2018\/11\/21 14:26:00<\/span> Geek+ \u4eba\u5de5\u667a\u80fd \u4ed3\u50a8\u7269\u6d41 <\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"

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