{"id":54796,"date":"2019-12-08T10:18:18","date_gmt":"2019-12-08T10:18:18","guid":{"rendered":"https:\/\/www.alj.com\/?post_type=spotlight-fadyjameel&#038;p=54796"},"modified":"2020-04-06T10:25:45","modified_gmt":"2020-04-06T10:25:45","slug":"ai-in-healthcare-a-quiet-revolution-about-to-get-loud","status":"publish","type":"spotlight-fadyjameel","link":"https:\/\/alj.com\/zh-hans\/spotlight-by-fady-jameel\/ai-in-healthcare-a-quiet-revolution-about-to-get-loud\/","title":{"rendered":"\u533b\u7597\u4fdd\u5065\u4e2d\u7684 AI\uff1a\u4e00\u573a\u6084\u65e0\u58f0\u606f\u7684\u9769\u547d\u5373\u5c06\u7206\u53d1"},"content":{"rendered":"<p>\u6b22\u8fce\u9605\u8bfb\u6211\u7684\u7b2c\u4e8c\u7bc7\u201c\u805a\u7126\u201d\u6587\u7ae0\uff0c\u5728\u8fd9\u91cc\uff0c\u6211\u5c06\u63a2\u8ba8\u6211\u4eec\u9762\u4e34\u7684\u53e6\u4e00\u4e2a\u91cd\u5927\u6311\u6218\uff0c\u8fd9\u4e5f\u662f\u6211\u70ed\u8877\u4e8e\u8c08\u8bba\u7684\u4e00\u4e2a\u8bdd\u9898\u3002<\/p>\n<p>\u5728\u4e16\u754c\u5404\u5730\uff0c\u5404\u884c\u5404\u4e1a\u6b63\u9762\u4e34\u7740\u5de8\u5927\u7684\u52a8\u8361\u548c\u9a9a\u4e71\u3002\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u7684\u53d1\u5c55\u52bf\u5fc5\u9020\u6210\u5404\u79cd\u95ee\u9898\uff0c\u6ce2\u53ca 21 \u4e16\u7eaa\u793e\u4f1a\u7684\u201c\u5fc3\u810f\u201d\uff1a\u52b3\u52a8\u529b\u88ab\u91cd\u7ec4\u3001\u5de5\u4f5c\u88ab\u91cd\u6784\u4ee5\u53ca\u5de5\u4f5c\u6a21\u5f0f\u88ab\u91cd\u65b0\u5b9a\u4e49\u3002<\/p>\n<p>\u4f46\u662f\uff0cAI \u5230\u5e95\u662f\u4ec0\u4e48\uff1f \u867d\u7136\u8fd9\u662f\u4e00\u4e2a\u5f88\u96be\u5b9a\u4e49\u7684\u672f\u8bed\uff0c\u4f46\u5e38\u89c1\u7684\u89e3\u91ca\u662f\uff1a<em>\u201c\u8ba1\u7b97\u673a\u548c\u8ba1\u7b97\u673a\u8f6f\u4ef6\u80fd\u591f\u4ece\u4e8b\u667a\u80fd\u884c\u4e3a\uff0c\u4f8b\u5982\u5206\u6790\u548c\u5b66\u4e60\u201d<\/em>\u3002<a href=\"#_ftn1\" name=\"_ftnref1\">[1]<\/a>\u5c3d\u7ba1\u5176\u786e\u5207\u5b9a\u4e49\u5c1a\u5f85\u8ba8\u8bba\uff0c\u4f46\u6709\u4e00\u70b9\u5df2\u65e0\u53ef\u539a\u975e\uff1a\u5373 AI \u5c06\u5bf9\u533b\u7597\u4fdd\u5065\u4ea7\u751f\u771f\u6b63\u7684\u53d8\u9769\u6027\u5f71\u54cd\u3002\u6839\u636e\u6280\u672f\u548c\u5927\u6570\u636e\u54a8\u8be2\u516c\u53f8 CB Insights \u7684\u89c2\u70b9\uff0c<em>\u201c[\u533b\u7597\u4fdd\u5065] \u884c\u4e1a\u7684\u51e0\u4e4e\u6bcf\u4e2a\u9886\u57df\u90fd\u5c06\u53d7\u5230\u6280\u672f\u5174\u8d77\u7684\u5f71\u54cd\u201d\u3002<\/em><a href=\"#_ftn2\" name=\"_ftnref2\">[2]<\/a>\u786e\u5b9e\uff0c2016 \u5e74\u5927\u7ea6\u6709 106 \u5bb6\u521d\u521b\u516c\u53f8\u8fdb\u5165\u8fd9\u4e00\u53d8\u9769\u6027\u9886\u57df\u3002<a href=\"#_ftnref1\" name=\"_ftn1\"><\/a><\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"size-full wp-image-51644 aligncenter\" src=\"https:\/\/www.alj.com\/app\/uploads\/2019\/09\/2-Healthcare-startups-AI.png\" alt=\"\" width=\"3000\" height=\"2700\" srcset=\"https:\/\/media.alj.com\/app\/uploads\/2019\/09\/2-Healthcare-startups-AI.png 3000w, https:\/\/media.alj.com\/app\/uploads\/2019\/09\/2-Healthcare-startups-AI-150x135.png 150w, https:\/\/media.alj.com\/app\/uploads\/2019\/09\/2-Healthcare-startups-AI-300x270.png 300w, https:\/\/media.alj.com\/app\/uploads\/2019\/09\/2-Healthcare-startups-AI-768x691.png 768w, https:\/\/media.alj.com\/app\/uploads\/2019\/09\/2-Healthcare-startups-AI-1024x922.png 1024w\" sizes=\"(max-width: 3000px) 100vw, 3000px\" \/><\/p>\n<p>AI \u7684\u4e3b\u8981\u4f18\u52bf\u5728\u4e8e\uff0c\u5b83\u80fd\u591f\u4ee5\u4eba\u7c7b\u65e0\u6cd5\u4f01\u53ca\u7684\u901f\u5ea6\uff08\u4e14\u5f80\u5f80\u5177\u6709\u66f4\u9ad8\u7684\u51c6\u786e\u6027\uff09\u5206\u6790\u5927\u91cf\u6570\u636e\u3002\u6b63\u662f\u8fd9\u79cd\u201c\u6570\u636e\u5904\u7406\u201d\u548c\u6df1\u5ea6\u5206\u6790\u80fd\u529b\uff0c\u5c06\u4e0d\u53ef\u907f\u514d\u5730\u5bfc\u81f4\u8be5\u884c\u4e1a\u5728\u79c1\u4eba\u5065\u5eb7\u548c\u516c\u5171\u5065\u5eb7\u65b9\u6cd5\u65b9\u9762\u53d1\u751f\u5de8\u5927\u53d8\u5316\u3002<\/p>\n<p>2013 \u5e74\u81f3 2018 \u5e74\u4e4b\u95f4\uff0c\u533b\u7597\u4fdd\u5065 AI \u521d\u521b\u4f01\u4e1a\u5df2\u7ecf\u7b79\u96c6\u4e86\u81f3\u5c11 43 \u4ebf\u7f8e\u5143\u7684\u8d44\u91d1<a href=\"#_ftn1\" name=\"_ftnref1\">[3]<\/a>\u3002\u8fd9\u4e2a\u6570\u5b57\u8d85\u8fc7\u4e86\u6240\u6709\u5176\u4ed6\u6d89\u53ca AI \u7684\u884c\u4e1a\u3002\u636e\u6469\u6839\u58eb\u4e39\u5229\u4f30\u8ba1\uff0c\u5230 2024 \u5e74\uff0c\u5168\u7403\u533b\u7597\u4fdd\u5065 AI \u5e02\u573a\u89c4\u6a21\u5c06\u8fbe\u5230 100 \u4ebf\u7f8e\u5143\u3002<a href=\"#_ftn2\" name=\"_ftnref2\">[4]<\/a><\/p>\n<h2>\u6b63\u5728\u53d1\u751f\u7684\u53d8\u5316<\/h2>\n<p>\u5982\u4eca\uff0cAI \u5bf9\u533b\u7597\u4fdd\u5065\u4ea7\u751f\u5f71\u54cd\u7684\u6700\u521d\u8ff9\u8c61\u5df2\u53d8\u5f97\u663e\u800c\u6613\u89c1\u2014\u2014\u5df2\u83b7\u5f97\u7684\u6f5c\u5728\u8fdb\u6b65\u8fdc\u8fdc\u8d85\u51fa\u6700\u8fd1\u51e0\u5341\u5e74\u6240\u53d6\u5f97\u7684\u8fdb\u6b65\u3002\u4f46\u5230\u76ee\u524d\u4e3a\u6b62\uff0c\u6211\u4eec\u4ec5\u4ec5\u662f\u89e6\u53ca\u5230\u76ae\u6bdb\u800c\u5df2\u3002<em>\u201c\u6211\u4eec\u624d\u521a\u521a\u5f00\u59cb\u770b\u5230\u5b83\u5c06\u5982\u4f55\u5f71\u54cd\u60a3\u8005\u62a4\u7406\uff0c\u201d<\/em><a href=\"#_ftn3\" name=\"_ftnref3\">[5]<\/a>\u82f1\u56fd\u7687\u5bb6\u533b\u5b66\u9662\u8868\u793a\u3002<\/p>\n<p>\u57c3\u68ee\u54f2\u6700\u8fd1\u7684\u4e00\u4efd\u62a5\u544a\u4f30\u8ba1\uff0c\u5230 2026 \u5e74\uff0cAI \u53ef\u5e26\u6765\u201c\u6700\u5927\u8fd1\u671f\u5f71\u54cd\u201d\u7684\u524d\u5341\u5927\u533b\u7597\u4fdd\u5065\u5e94\u7528\uff0c\u4ec5\u4ec5\u5728\u7f8e\u56fd\u533b\u7597\u4fdd\u5065\u7cfb\u7edf\u4e2d\uff0c\u6bcf\u5e74\u5c31\u80fd\u8282\u7701 1,500 \u4ebf\u7f8e\u5143\u3002<a href=\"#_ftn4\" name=\"_ftnref4\">[6]<\/a><\/p>\n<p>\u8fd9\u4e9b\u5e94\u7528\u6db5\u76d6\u673a\u5668\u4eba\u8f85\u52a9\u9aa8\u79d1\u624b\u672f\uff08\u8282\u7701 400 \u4ebf\u7f8e\u5143\uff09\u3001\u865a\u62df\u62a4\u7406\u52a9\u624b\uff08200 \u4ebf\u7f8e\u5143\uff09\u548c\u5242\u91cf\u8bef\u5dee\u51cf\u5c11\uff08160 \u4ebf\u7f8e\u5143\uff09\u7b49\u7c7b\u578b\u7684\u5e94\u7528\u3002\u901a\u8fc7\u8fd9\u4e9b\u6570\u636e\u63a8\u6d4b\uff0cAI \u672a\u6765\u4e8c\u4e09\u5341\u5e74\u5728\u533b\u7597\u4fdd\u5065\u9886\u57df\u5c06\u5177\u6709\u7a7a\u524d\u7684\u53d8\u9769\u6f5c\u529b\u3002<\/p>\n<p><a href=\"#_ftnref1\" name=\"_ftn1\"><\/a><\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignleft size-full wp-image-51794\" src=\"https:\/\/www.alj.com\/app\/uploads\/2019\/09\/ALJ-Healthcare-AI-Applications-v2.jpg\" alt=\"\" width=\"4134\" height=\"4134\" srcset=\"https:\/\/media.alj.com\/app\/uploads\/2019\/09\/ALJ-Healthcare-AI-Applications-v2.jpg 4134w, https:\/\/media.alj.com\/app\/uploads\/2019\/09\/ALJ-Healthcare-AI-Applications-v2-150x150.jpg 150w, https:\/\/media.alj.com\/app\/uploads\/2019\/09\/ALJ-Healthcare-AI-Applications-v2-300x300.jpg 300w, https:\/\/media.alj.com\/app\/uploads\/2019\/09\/ALJ-Healthcare-AI-Applications-v2-768x768.jpg 768w, https:\/\/media.alj.com\/app\/uploads\/2019\/09\/ALJ-Healthcare-AI-Applications-v2-1024x1024.jpg 1024w, https:\/\/media.alj.com\/app\/uploads\/2019\/09\/ALJ-Healthcare-AI-Applications-v2-200x200.jpg 200w, https:\/\/media.alj.com\/app\/uploads\/2019\/09\/ALJ-Healthcare-AI-Applications-v2-170x170.jpg 170w, https:\/\/media.alj.com\/app\/uploads\/2019\/09\/ALJ-Healthcare-AI-Applications-v2-70x70.jpg 70w, https:\/\/media.alj.com\/app\/uploads\/2019\/09\/ALJ-Healthcare-AI-Applications-v2-271x271.jpg 271w\" sizes=\"(max-width: 4134px) 100vw, 4134px\" \/><\/p>\n<h2>\u00a0<\/h2>\n<h2>\u8bc4\u4f30 AI \u7684\u65e9\u671f\u5f71\u54cd<\/h2>\n<p>\u5173\u4e8e AI \u80fd\u5b9e\u73b0\u4ec0\u4e48\uff0c\u5df2\u51fa\u73b0\u4e86\u4e0d\u8ba1\u5176\u6570\u7684\u65e9\u671f\u4fe1\u53f7\uff0c\u5728\u4f17\u591a\u63a8\u52a8\u5176\u8fdb\u4e00\u6b65\u53d1\u5c55\u7684\u516c\u53f8\u4e2d\uff0c\u8c37\u6b4c\u53ca\u5176\u6bcd\u516c\u53f8 Alphabet \u4e5f\u4f4d\u5217\u5176\u4e2d\u3002\u4f5c\u4e3a\u610f\u5411\u58f0\u660e\uff0c\u5b83\u5df2\u505a\u51fa\u4e86\u4e00\u7cfb\u5217\u91cd\u5927\u4efb\u547d\uff0c\u5305\u62ec\u4efb\u547d\u524d Geisinger Health \u9996\u5e2d\u6267\u884c\u5b98 David Feinberg \u62c5\u4efb Google Health \u8ba1\u5212\u7684\u8d1f\u8d23\u4eba\u3002<a href=\"#_ftn1\" name=\"_ftnref1\"><\/a>\u5b83\u6b63\u5728\u5f00\u53d1\u4e00\u7cfb\u5217\u65b0\u6280\u672f\uff0c\u4f8b\u5982\u4f7f\u7528\u673a\u5668\u5b66\u4e60\u6765\u9884\u6d4b\u201c\u60a3\u8005\u4f4f\u9662\u65f6\u95f4\u957f\u5ea6\u2026\u2026\u4ee5\u53ca\u6b7b\u4ea1\u7684\u53ef\u80fd\u6027\u201d\u3002\u5728\u5176\u4ed6\u65b9\u9762\uff0c\u8c37\u6b4c\u7684 DeepMind \u6559\u4f1a\u673a\u5668\u5224\u8bfb\u89c6\u7f51\u819c\u626b\u63cf\u5f71\u50cf\uff0c\u51c6\u786e\u6027\u81f3\u5c11\u80fd\u8fbe\u5230\u7ecf\u9a8c\u4e30\u5bcc\u7684\u521d\u7ea7\u533b\u751f\u7684\u6c34\u5e73\u3002<\/p>\n<p>\u7531 AI \u9a71\u52a8\u7684\u5176\u4ed6\u771f\u5b9e\u5e72\u9884\u63aa\u65bd\u5305\u62ec AI \u8f85\u52a9\u7684\u673a\u5668\u4eba\u624b\u672f\uff0c\u8fd9\u5df2\u4e0d\u518d\u662f\u672a\u6765\u4e3b\u4e49\u8005\u7684\u7684\u79d1\u5e7b\u68a6\u60f3\uff0c\u800c\u662f AI \u5df2\u5728\u4ea7\u751f\u5de8\u5927\u76ca\u5904\u7684\u533b\u7597\u4fdd\u5065\u9886\u57df\u3002\u76ca\u5904\u5305\u62ec\u5c06\u60a3\u8005\u7684\u4f4f\u9662\u65f6\u95f4\u51cf\u5c11\u4e86 21%\uff0c\u8ba9\u5e76\u53d1\u75c7\u51cf\u5c11\u4e86\u4e94\u500d\uff08\u76f8\u8f83\u4e8e\u5916\u79d1\u533b\u751f\u5b8c\u6210\u624b\u672f\uff09\u3002<\/p>\n<p>\u5728\u4f26\u6566\uff0cDeepMind \u5de5\u5177\u53ef\u4f1a\u5206\u6790\u751f\u6d3b\u5065\u5eb7\u6570\u636e\u4ee5\u786e\u5b9a\u53ef\u80fd\u9762\u4e34\u81f4\u547d\u80be\u529f\u80fd\u4e27\u5931\u98ce\u9669\u7684\u60a3\u8005\u3002\u65e9\u5728 2017 \u5e74\uff0c\u7f8e\u56fd\u764c\u75c7\u534f\u4f1a\u5c31\u53d1\u73b0 AI \u53ef\u88ab\u7528\u6765\u68c0\u67e5\u548c\u5224\u8bfb\u4e73\u623f X \u5149\u7247\uff0c\u51c6\u786e\u6027\u8fbe\u5230 99%\uff0c\u800c\u901f\u5ea6\u4e3a\u4eba\u7c7b\u7684 30 \u500d\u2014\u2014\u51e0\u4e4e\u7acb\u5373\u6d88\u9664\u4e86\u957f\u671f\u5b58\u5728\u7684\u5de8\u5927\u8bef\u8bca\u7387\uff0c\u5373\u6bcf\u4e24\u4f4d\u5065\u5eb7\u5973\u6027\u4e2d\u6709\u4e00\u4f4d\u88ab\u544a\u77e5\u60a3\u6709\u764c\u75c7\u3002<\/p>\n<p>\u673a\u5668\u5b66\u4e60\u4e5f\u88ab\u5f15\u5165\u5230\u4e86\u4f53\u5916\u53d7\u7cbe\uff08IVF\uff09\u671f\u95f4\u8bc4\u4f30\u80da\u80ce\u6f5c\u80fd\u65b9\u9762\uff0c\u4f26\u6566\u5927\u5b66\u5b66\u9662\u9644\u5c5e\u533b\u9662\uff08University College Hospital in London\uff09\u7684\u7814\u7a76\u4eba\u5458\u8868\u793a\uff0c\u5728\u4e00\u79cd\u8bc4\u4f30\u4e86 22,000 \u4f4d\u60a3\u8005\u7ea6\u8bca\u8bb0\u5f55\u7684\u7b97\u6cd5\u6210\u529f\u8bc6\u522b\u51fa 90\uff05 \u4e0d\u4f1a\u53c2\u52a0\u4e0b\u6b21\u7ea6\u8bca\u7684\u60a3\u8005\u4e4b\u540e\uff0c\u4ed6\u4eec\u5df2\u7ecf\u627e\u5230\u4e86\u4e00\u79cd\u6bcf\u5e74\u53ef\u8282\u7701\u591a\u8fbe 300 \u4e07\u82f1\u9551\u7684\u65b9\u6cd5\u3002<a href=\"#_ftnref1\" name=\"_ftn1\"><\/a><\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"size-full wp-image-51658 aligncenter\" src=\"https:\/\/www.alj.com\/app\/uploads\/2019\/09\/Breast-cancer.png\" alt=\"\" width=\"1169\" height=\"827\" srcset=\"https:\/\/media.alj.com\/app\/uploads\/2019\/09\/Breast-cancer.png 1169w, https:\/\/media.alj.com\/app\/uploads\/2019\/09\/Breast-cancer-150x106.png 150w, https:\/\/media.alj.com\/app\/uploads\/2019\/09\/Breast-cancer-300x212.png 300w, https:\/\/media.alj.com\/app\/uploads\/2019\/09\/Breast-cancer-768x543.png 768w, https:\/\/media.alj.com\/app\/uploads\/2019\/09\/Breast-cancer-1024x724.png 1024w\" sizes=\"(max-width: 1169px) 100vw, 1169px\" \/><\/p>\n<p>AI \u8fd8\u53ef\u4ee5\u5e2e\u52a9\u7ba1\u7406\u4eba\u5458\u914d\u5907\u95ee\u9898\u3002\u4e0e\u4eba\u7c7b\u5458\u5de5\u4e0d\u540c\uff0c\u865a\u62df\u62a4\u7406\u52a9\u7406\u5177\u6709\u6c38\u4e0d\u4f1a\u611f\u5230\u75b2\u5026\u7684\u4f18\u52bf\uff0c\u5373\u4f7f 24\/7 \u5168\u5929\u5019\u5de5\u4f5c\u3002\u5b83\u4eec\u5df2\u7ecf\u53ef\u4ee5\u56de\u7b54\u95ee\u9898\u3001\u76d1\u6d4b\u60a3\u8005\u5e76\u63d0\u4f9b\u5feb\u901f\u54cd\u5e94\u3002<\/p>\n<p>\u56fe\u50cf\u5206\u6790\u662f\u53e6\u4e00\u4e2a\u5c55\u793a\u51fa AI \u9a71\u52a8\u6539\u8fdb\u5177\u6709\u975e\u51e1\u7a7a\u95f4\u7684\u9886\u57df\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u9ebb\u7701\u7406\u5de5\u5b66\u9662\uff08MIT\uff09\u7684\u7814\u7a76\u4eba\u5458\u5df2\u52a0\u5165\u4e00\u4e2a\u56e2\u961f\uff0c\u8be5\u56e2\u961f\u5f00\u53d1\u4e86\u4e00\u79cd\u7b97\u6cd5\uff0c\u8be5\u7b97\u6cd5\u6700\u5feb\u80fd\u591f\u4ee5\u6bd4\u4eba\u7c7b\u5feb 1,000 \u500d\u7684\u901f\u5ea6\u5206\u6790 3D \u626b\u63cf\u3002<a href=\"#_ftn1\" name=\"_ftnref1\">[1]<\/a>\u8fd9\u9879\u5de5\u4f5c\u6781\u5176\u8017\u8d39\u65f6\u95f4\uff0c\u6240\u4ee5\u8fd9\u9879\u6210\u679c\u582a\u79f0\u662f\u4e00\u9879\u65e0\u6bd4\u60ca\u4eba\u7684\u8fdb\u6b65\u3002<\/p>\n<p>\u8bed\u97f3\u5230\u6587\u672c\u7684\u7ffb\u8bd1\u8fd8\u6709\u53ef\u80fd\u901a\u8fc7\u81ea\u52a8\u5316\u68c0\u67e5\u5b89\u6392\u3001\u75c5\u5386\u4e66\u5199\u548c\u836f\u7269\u5f00\u5904\u6765\u51cf\u8f7b\u533b\u751f\u9762\u4e34\u7684\u884c\u653f\u8d1f\u62c5\u3002<\/p>\n<h2>\u63a5\u4e0b\u6765\u4f1a\u53d1\u751f\u4ec0\u4e48\uff1f<\/h2>\n<p>\u5f88\u96be\u8bc4\u4f30\u5f53\u524d\u8fdb\u5c55\u7684\u901f\u5ea6\u3002\u5bf9\u4e8e\u8bb8\u591a\u4eba\u6765\u8bf4\uff0cAI \u4f3c\u4e4e\u6b63\u4ee5\u60ca\u4eba\u7684\u901f\u5ea6\u5bf9\u533b\u7597\u4fdd\u5065\u884c\u4e1a\u4ea7\u751f\u6f5c\u5728\u5f71\u54cd\u3002\u7136\u800c\uff0c\u7ecf\u9a8c\u4e30\u5bcc\u7684\u89c2\u5bdf\u5bb6\u8ba4\u4e3a\uff0c\u771f\u6b63\u7684\u53d8\u5316\u53ca\u5176\u5e26\u6765\u7684\u76ca\u5904\u4ecd\u7136\u6ca1\u6709\u5230\u6765\u3002<\/p>\n<p>\u82f1\u56fd\u7687\u5bb6\u533b\u5b66\u9662\u662f\u82f1\u56fd\u548c\u7231\u5c14\u5170\u7684 24 \u4e2a\u7687\u5bb6\u533b\u5b66\u9662\u548c\u5b66\u9662\u7684\u534f\u8c03\u673a\u6784\uff0c\u8be5\u673a\u6784\u8868\u793a\uff1a<em>\u201c\u5c55\u671b\u672a\u6765\uff0cAI \u7cfb\u7edf\u53ef\u80fd\u4f1a\u5c55\u73b0\u51fa\u8d8a\u6765\u8d8a\u5927\u7684\u81ea\u4e3b\u6027\u548c\u72ec\u7acb\u6027\u201d\u3002<\/em><\/p>\n<p>\u4e0d\u65ad\u62d3\u5bbd\u5f71\u54cd\u9762\uff0c\u89e3\u51b3\u52b3\u52a8\u529b\u77ed\u7f3a\u95ee\u9898\u662f\u672a\u6765\u5341\u5e74\u9884\u8ba1\u5c06\u4ea7\u751f\u7684\u5f71\u54cd\u4e4b\u4e00\u3002\u57c3\u68ee\u54f2\u6700\u8fd1\u7684\u4e00\u4efd\u62a5\u544a\u4f30\u8ba1\uff0c\u5230 2026 \u5e74\uff0cAI \u5c06\u6ee1\u8db3 20% \u5c1a\u672a\u6ee1\u8db3\u7684\u4e34\u5e8a\u9700\u6c42\u3002\u5f88\u5feb\uff0c\u5b83\u5c31\u80fd\u591f\u901a\u8fc7\u8bc4\u4f30\u8bca\u65ad\u56fe\u50cf\u548c\u5236\u5b9a\u6cbb\u7597\u8ba1\u5212\u6765\u5e2e\u52a9\u533b\u7597\u4e13\u4e1a\u4eba\u58eb\u505a\u51fa\u51b3\u7b56\uff0c\u7136\u540e\u6700\u7ec8\u53d1\u5c55\u5230\u65e0\u9700\u7528\u6237\u8f93\u5165\u5373\u53ef\u5b8c\u6210\u8bca\u65ad\u7b49\u4efb\u52a1\u7684\u6c34\u5e73\u2014\u2014\u5c3d\u7ba1\u8fd9\u4e9b\u8fdb\u6b65\u4ecd\u88ab\u8ba4\u4e3a\u662f\u201c\u4f9d\u7136\u9065\u9065\u65e0\u671f\u201d\u3002<\/p>\n<p>\u65e0\u8bba\u672a\u6765\u613f\u666f\u4e3a\u4f55\uff0c\u6709\u4e00\u4ef6\u4e8b\u975e\u5e38\u6e05\u695a\u3002<\/p>\n<p><em>\u201cAI \u4e0d\u662f\u968f\u4e4b\u800c\u6765\u7684\u521b\u65b0\uff0c\u5b83\u5df2\u7ecf\u6210\u4e3a\u73b0\u5b9e\u3002\u5b83\u5b58\u5728\u4e8e\u6211\u4eec\u7684\u547c\u53eb\u4e2d\u5fc3\uff0c\u6211\u4eec\u7684\u5bb6\u4e2d\uff0c\u800c\u4e14\u73b0\u5728\uff0c\u5b83\u8fd8\u5b58\u5728\u4e8e\u6211\u4eec\u7684\u533b\u7597\u4fdd\u5065\u884c\u4e1a\u4e2d\u3002\u6293\u4f4f AI \u6240\u5e26\u6765\u673a\u9047\u5e76\u91c7\u7528\u8fd9\u4e9b\u5e94\u7528\u6765\u63d0\u4f9b\u9ad8\u8d28\u91cf\u3001\u7ecf\u6d4e\u9ad8\u6548\u62a4\u7406\u7684\u4eba\u5c06\u662f\u8d85\u8d8a\u7ade\u4e89\u5bf9\u624b\u5e76\u53d6\u5f97\u80dc\u5229\u7684\u4eba\u3002<\/em>\u201d<\/p>\n<p>\u4f46\u662f\u6211\u4eec\u8fd8\u9700\u8981\u8003\u8651\u60a3\u8005\uff1a\u5373\u201c\u6d88\u8d39\u8005\u201d\u3002\u57c3\u68ee\u54f2 2018 \u5e74\u7684\u4e00\u9879\u5206\u6790\u8868\u660e\uff0c\u5f71\u54cd\u60a3\u8005\u5feb\u901f\u91c7\u7528 AI \u6cbb\u7597\u7684\u53d8\u5316\u548c\u89c2\u5ff5\u4ecd\u4e0d\u786e\u5b9a\uff0c\u5176\u4e2d\u4ee5\u4e2a\u4eba\u62a4\u7406\u548c\u6570\u636e\u5b89\u5168\u6027\u95ee\u9898\u6700\u4e3a\u7a81\u51fa\u3002<\/p>\n<p><a href=\"#_ftnref1\" name=\"_ftn1\"><\/a><img decoding=\"async\" loading=\"lazy\" class=\"alignleft size-full wp-image-51801\" src=\"https:\/\/www.alj.com\/app\/uploads\/2019\/09\/ALJ-Healthcare-Virtual-Doctor.jpg\" alt=\"\" width=\"3508\" height=\"2599\" srcset=\"https:\/\/media.alj.com\/app\/uploads\/2019\/09\/ALJ-Healthcare-Virtual-Doctor.jpg 3508w, https:\/\/media.alj.com\/app\/uploads\/2019\/09\/ALJ-Healthcare-Virtual-Doctor-150x111.jpg 150w, https:\/\/media.alj.com\/app\/uploads\/2019\/09\/ALJ-Healthcare-Virtual-Doctor-300x222.jpg 300w, https:\/\/media.alj.com\/app\/uploads\/2019\/09\/ALJ-Healthcare-Virtual-Doctor-768x569.jpg 768w, https:\/\/media.alj.com\/app\/uploads\/2019\/09\/ALJ-Healthcare-Virtual-Doctor-1024x759.jpg 1024w\" sizes=\"(max-width: 3508px) 100vw, 3508px\" \/><\/p>\n<h2>\u00a0<\/h2>\n<p>&nbsp;<\/p>\n<h2>J-Clinic \u53ca\u5176\u4e1a\u52a1<\/h2>\n<p>\u5728\u9ebb\u7701\u7406\u5de5\u5b66\u9662\uff08<a href=\"https:\/\/mit.edu\/\">MIT<\/a>\uff09\uff0cAbdul Latif Jameel Clinic for Machine Learning in Health\uff08Abdul Latif Jameel \u5065\u5eb7\u673a\u5668\u5b66\u4e60\u8bca\u6240\uff0c<a href=\"https:\/\/jclinic.mit.edu\/\">J-Clinic<\/a>\uff09\u6210\u7acb\u4e8e 2018 \u5e74\u672b\uff0c\u4e13\u95e8\u5229\u7528 AI \u7684\u6f5c\u529b\u6765\u6539\u53d8\u6211\u4eec\u6240\u77e5\u9053\u7684\u533b\u7597\u4fdd\u5065\u3002<\/p>\n<figure id=\"attachment_15880\" aria-describedby=\"caption-attachment-15880\" style=\"width: 900px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" loading=\"lazy\" class=\"wp-image-15880 size-full\" src=\"https:\/\/www.alj.com\/app\/uploads\/2018\/09\/J-Clinic-2-e1537271376412.png\" alt=\"\" width=\"900\" height=\"523\" \/><figcaption id=\"caption-attachment-15880\" class=\"wp-caption-text\">Left-to-Right: Philip A. Sharp, Chair, J-Clinic Advisory Board; <a href=\"https:\/\/www.alj.com\/en\/our-people\/hassan-jameel\/\">Hassan Jameel<\/a>, President Saudi Arabia, Community Jameel; Rafael Riff, MOT President and myself, <a href=\"https:\/\/alj.com\/en\/our-people\/fady-jameel\/\">Fady Jameel<\/a>, President International, Community Jameel, at the MIT-J-Clinic launch event in Boston, September 2018.<\/figcaption><\/figure>\n<p>\u9ebb\u7701\u7406\u5de5\u5b66\u9662\uff08MIT\uff09\u4e0e <a href=\"https:\/\/communityjameel.org\">Community Jameel<\/a> \u7684\u7b2c\u56db\u6b21\u91cd\u5927\u5408\u4f5c\u662f <a href=\"https:\/\/quest.mit.edu\/\">MIT Quest for Intelligence<\/a> \u7684\u5173\u952e\u90e8\u5206\u3002\u5b83\u65e8\u5728\u5229\u7528 AI \u548c\u673a\u5668\u5b66\u4e60\u6765\u5f7b\u5e95\u6539\u53d8\u75be\u75c5\u7684\u9884\u9632\u3001\u68c0\u6d4b\u548c\u6cbb\u7597\u3002\u5176\u4e1a\u52a1\u8303\u56f4\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>\u9884\u9632\u533b\u5b66<\/strong>\u65b9\u6cd5\u548c\u6280\u672f\uff0c\u53ef\u80fd\u901a\u8fc7\u963b\u6b62\u975e\u4f20\u67d3\u6027\u75be\u75c5\u7684\u4f20\u64ad\u800c\u6539\u53d8\u5176\u53d1\u5c55\u8fdb\u7a0b\u3002<\/li>\n<li><strong>\u5177\u6709\u6210\u672c\u6548\u76ca\u7684\u8bca\u65ad\u6d4b\u8bd5<\/strong>\uff0c\u4e5f\u8bb8\u80fd\u591f\u53d1\u73b0\u548c\u51cf\u8f7b\u5065\u5eb7\u95ee\u9898\u3002<\/li>\n<li><strong>\u836f\u7269\u53d1\u73b0\u548c\u5f00\u53d1<\/strong>\uff0c\u80fd\u591f\u5b9e\u73b0\u66f4\u5feb\u3001\u66f4\u4fbf\u5b9c\u5730\u53d1\u73b0\u3001\u5f00\u53d1\u548c\u5236\u9020\u65b0\u836f\u7269\uff0c\u7279\u522b\u662f\u9488\u5bf9\u4e2a\u522b\u5b9a\u5236\u7597\u6cd5\u7684\u836f\u7269\u3002<\/li>\n<\/ul>\n<p><iframe loading=\"lazy\" title=\"Announcing the Abdul Latif Jameel Clinic for Machine Learning in Health at MIT\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/4M4_73FqGI8?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe><\/p>\n<p>\u4e24\u540d\u673a\u6784\u5171\u540c\u8d1f\u8d23\u4eba Regina Barzilay \u548c James Collins \u8d1f\u8d23\u76d1\u7763 J-Clinic \u7684\u65e5\u5e38\u8fd0\u8425\u3002\u8fc4\u4eca\u4e3a\u6b62\uff0c\u5b83\u7684\u5de5\u4f5c\u5305\u62ec\u5f00\u53d1\u4e00\u79cd\u5bc6\u7801\u7cfb\u7edf\uff0c\u8be5\u7cfb\u7edf\u53ef\u4ee5\u5e2e\u52a9\u795e\u7ecf\u7f51\u7edc\u5728\u5927\u91cf\u836f\u7406\u6570\u636e\u96c6\u4e2d\u8bc6\u522b\u51fa\u6709\u524d\u9014\u7684\u5019\u9009\u836f\u7269\uff1b<a href=\"#_ftn1\" name=\"_ftnref1\"><\/a>\u4e00\u79cd\u9884\u6d4b\u6a21\u578b\uff0c\u53ef\u4ee5\u6307\u5bfc\u4e34\u5e8a\u533b\u751f\u51b3\u5b9a\u4f55\u65f6\u8ba9\u6025\u8bca\u5ba4\u4e2d\u63a5\u53d7\u8d25\u8840\u75c7\u6cbb\u7597\u7684\u60a3\u8005\u670d\u7528\u53ef\u80fd\u633d\u6551\u751f\u547d\u7684\u836f\u7269\uff1b\u4ee5\u53ca\u4e00\u79cd\u65b0\u7684\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\uff0c\u7528\u4ee5\u53d1\u73b0\u6709\u52a9\u4e8e\u67d0\u4e9b\u6297\u751f\u7d20\u6740\u6b7b\u7ec6\u83cc\u7684\u5176\u4ed6\u673a\u5236\u3002<\/p>\n<p><a href=\"#_ftnref1\" name=\"_ftn1\"><\/a><img decoding=\"async\" loading=\"lazy\" class=\"size-full wp-image-51672 aligncenter\" src=\"https:\/\/www.alj.com\/app\/uploads\/2019\/09\/J-Clinic-project-funding.png\" alt=\"\" width=\"1169\" height=\"827\" srcset=\"https:\/\/media.alj.com\/app\/uploads\/2019\/09\/J-Clinic-project-funding.png 1169w, https:\/\/media.alj.com\/app\/uploads\/2019\/09\/J-Clinic-project-funding-150x106.png 150w, https:\/\/media.alj.com\/app\/uploads\/2019\/09\/J-Clinic-project-funding-300x212.png 300w, https:\/\/media.alj.com\/app\/uploads\/2019\/09\/J-Clinic-project-funding-768x543.png 768w, https:\/\/media.alj.com\/app\/uploads\/2019\/09\/J-Clinic-project-funding-1024x724.png 1024w\" sizes=\"(max-width: 1169px) 100vw, 1169px\" \/><\/p>\n<p><a href=\"https:\/\/alj.com\/en\/perspective\/machine-learning-set-transform-face-global-healthcare\/\">Ananthan P.Chandrakasan<\/a>\uff0cJ-Clinic \u4e3b\u5e2d\u8868\u793a\uff0c\u533b\u7597\u4fdd\u5065\u9886\u57df AI \u7684\u5174\u8d77\u53ef\u4ee5\u5e26\u6765\u77ed\u671f\u548c\u957f\u671f\u5229\u76ca\u3002<\/p>\n<p><em>\u201c\u5f53\u7136\uff0c\u5c06\u66f4\u6709\u53ef\u80fd\u7b80\u5316\u533b\u7597\u4fdd\u5065\uff0c\u5e76\u4f7f\u4e4b\u4e2a\u6027\u5316\u3002\u6211\u4eec\u5c06\u80fd\u591f\u8ddf\u8e2a\u4e2a\u4eba\u6570\u636e\uff0c\u900f\u8fc7\u66f4\u5e7f\u6cdb\u7684\u7fa4\u4f53\u4e86\u89e3\u76f8\u5173\u6570\u636e\uff0c\u5b9a\u5236\u66f4\u5177\u4e2a\u6027\u5316\u7684\u6cbb\u7597\u65b9\u6848\u3002\u8fd9\u4e2a\u673a\u4f1a\u4ee4\u4eba\u975e\u5e38\u6fc0\u52a8\u3002\u201d<\/em><\/p>\n<p><em>\u00a0<\/em><em>\u201c\u4f46\u6700\u7ec8\uff0c\u6211\u5e0c\u671b\u8fd9\u9879\u6280\u672f\u80fd\u591f\u9884\u9632\u75be\u75c5\u3002\u672a\u6765\u8fd8\u4f1a\u6709\u66f4\u591a\u673a\u4f1a\u2026\u2026 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