{"id":140231,"date":"2019-04-29T02:32:56","date_gmt":"2019-04-29T02:32:56","guid":{"rendered":"https:\/\/labinsights.com\/acf_article\/ai-%e5%a6%82%e4%bd%95%e6%94%b9%e5%8f%98%e6%a3%80%e9%aa%8c%e5%8c%bb%e5%ad%a6\/"},"modified":"2026-01-22T05:26:32","modified_gmt":"2026-01-22T05:26:32","slug":"how-ai-can-change-lab-medicine","status":"publish","type":"acf_article","link":"https:\/\/labinsights.com\/zhcn\/operations\/operational-excellence\/how-ai-can-change-lab-medicine\/","title":{"rendered":"AI\u5982\u4f55\u6539\u53d8\u68c0\u9a8c\u533b\u5b66"},"content":{"rendered":"

2016\u5e74\uff0c\u82f1\u56fd\u8ba4\u77e5\u5fc3\u7406\u5b66\u5bb6\u517c\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6Geoffrey Hinton\u547c\u5401\u505c\u6b62\u8fdb\u4e00\u6b65\u57f9\u8bad\u653e\u5c04\u79d1\u533b\u751f\u3002\u968f\u7740\u57fa\u4e8eAI\u7684\u65b0\u578b\u653e\u5c04\u5b66\u5e94\u7528\u53d8\u5f97\u8d8a\u53d1\u6709\u6548\uff0cHinton\u8ba4\u4e3aAI\u53ef\u80fd\u4f1a\u627f\u62c5\u5927\u90e8\u5206\u653e\u5c04\u5b66\u5de5\u4f5c[1]\u3002AI\u6709\u671b\u5bf9\u5b9e\u9a8c\u5ba4\u8bca\u65ad\u9886\u57df\u4ea7\u751f\u7c7b\u4f3c\u5f71\u54cd\uff0c\u4f46\u4e0e\u653e\u5c04\u5b66\u4e00\u6837\uff0c\u67d0\u4e9b\u7c7b\u578b\u7684\u5b9e\u9a8c\u5ba4\u5de5\u4f5c\u76f8\u6bd4\u5176\u4ed6\u7c7b\u578b\u7684\u5b9e\u9a8c\u5ba4\u5de5\u4f5c\u66f4\u5bb9\u6613\u5b9e\u73b0\u81ea\u52a8\u5316\u3002\u9700\u8981\u7efc\u5408\u591a\u79cd\u4e0d\u540c\u6570\u636e\u96c6\u8fdb\u884c\u4ea4\u53c9\u9a8c\u8bc1\u7684\u8bca\u65ad\u4efb\u52a1\u76f8\u5bf9\u96be\u4ee5\u5b9e\u73b0\u81ea\u52a8\u5316\u3002\u4f8b\u5982\uff0c\u5982\u679cAI\u7cfb\u7edf\u8981\u5b66\u4e60\u5982\u4f55\u4ece\u5934\u5f00\u59cb\u8bca\u65ad\u4e73\u817a\u764c\uff0c\u5219\u6bcf\u6b21\u5c1d\u8bd5\u8bca\u65ad\u65f6\u90fd\u5fc5\u987b\u8003\u865130\u591a\u4e2a\u53d8\u91cf\u3002\u8fd9\u5305\u62ec\u6765\u81ea\u6210\u50cf\u626b\u63cf\u548c\u57fa\u56e0\u68c0\u6d4b\u7684\u7ed3\u6784\u5316\u4fe1\u606f\uff0c\u4ee5\u53ca\u975e\u7ed3\u6784\u5316\u7684\u60a3\u8005\u81ea\u8ff0\u4fe1\u606f\u548c\u5bb6\u65cf\u53f2\u3002\u00a0\u636e\u4f30\u8ba1\uff0cAI\u7cfb\u7edf\u5fc5\u987b\u5206\u679070\u4ebf\u4e2a\u72ec\u7279\u7684\u4e73\u817a\u764c\u6837\u54c1\uff0c\u624d\u80fd\u8fbe\u5230\u4e0e\u4e13\u5bb6\u533b\u5e08\u76f8\u540c\u7684\u4e13\u4e1a\u6c34\u5e73\u3002\u5176\u4ed6\u8bca\u65ad\u4efb\u52a1\u53ef\u80fd\u66f4\u9002\u5408\u81ea\u52a8\u5316\u3002\u4e0e\u4e73\u817a\u764c\u76f8\u6bd4\uff0c\u5728\u8bca\u65ad\u51a0\u72b6\u52a8\u8109\u5fc3\u810f\u75be\u75c5\u3001\u7ed8\u5236\u6d41\u611f\u8d8b\u52bf\u56fe\u6216\u8bc6\u522b\u5fc3\u7535\u56fe\u4e2d\u7684\u5fc3\u5f8b\u5931\u5e38\u65f6\uff0c\u9700\u8981\u8003\u8651\u7684\u53d8\u91cf\u8f83\u5c11\u3002\u5728\u8fc7\u53bb\u4e24\u5e74\u4e2d\uff0c\u4e24\u4e2a\u56e2\u961f\u7684\u7814\u7a76\u8868\u660eAI\u5728\u8bca\u65ad\u76ae\u80a4\u764c\u65b9\u9762\u7684\u8868\u73b0\u5df2\u4e0e\u4e13\u79d1\u533b\u751f\u4e0d\u76f8\u4e0a\u4e0b\uff0c\u800c\u65af\u5766\u798f\u7684\u53e6\u4e00\u4e2a\u56e2\u961f\u4e5f\u5728\u80ba\u708e\u8bca\u65ad\u9886\u57df\u5f97\u51fa\u4e86\u76f8\u540c\u7ed3\u8bba [2]\u3002\u6b64\u5916\uff0cAI\u8fd8\u6709\u6f5c\u529b\u901a\u8fc7\u4e24\u79cd\u66f4\u5e7f\u6cdb\u7684\u65b9\u5f0f\u6539\u53d8\u5b9e\u9a8c\u5ba4\u8bca\u65ad\u9886\u57df\uff1a\u63d0\u5347\u8d44\u6e90\u532e\u4e4f\u73af\u5883\u4e0b\u7684\u8bca\u65ad\u670d\u52a1\u53ef\u53ca\u6027\uff0c\u5e76\u4e3a\u6301\u7eed\u6027\u7684\u60a3\u8005\u76d1\u6d4b\u521b\u9020\u65b0\u673a\u9047\u3002<\/p>\n

\u4e3a\u7f3a\u4e4f\u8bca\u65ad\u670d\u52a1\u7684\u4eba\u7fa4\u63d0\u4f9b\u8bca\u65ad\u670d\u52a1<\/h2>\n

\u5728\u8bb8\u591a\u53d1\u5c55\u4e2d\u56fd\u5bb6\u53ca\u53d1\u8fbe\u56fd\u5bb6\u7684\u504f\u8fdc\u5730\u533a \uff0c\u6570\u767e\u4e07\u4eba\u65e0\u6cd5\u83b7\u5f97\u57fa\u672c\u8bca\u65ad\u670d\u52a1\uff0c\u5305\u62ec\u4e0e\u80fd\u591f\u51fa\u5177\u3001\u89e3\u8bfb\u548c\u89e3\u91ca\u5b9e\u9a8c\u5ba4\u7ed3\u679c\u7684\u533b\u751f\u8fdb\u884c\u54a8\u8be2\u3002\u901a\u8fc7\u627f\u62c5\u90e8\u5206\u6b64\u7c7b\u5de5\u4f5c\u5e76\u964d\u4f4e\u8bca\u65ad\u6210\u672c\uff0cAI\u53ef\u4ee5\u5728\u89e3\u51b3\u8be5\u95ee\u9898\u65b9\u9762\u53d1\u6325\u91cd\u8981\u4f5c\u7528\u3002\u67d0\u4e9bAI\u652f\u6301\u7684\u8bca\u65ad\u7cfb\u7edf\u53ef\u80fd\u4f1a\u53d1\u5e03\u80af\u5b9a\u6027\u8bca\u65ad\uff0c\u5176\u4ed6\u7cfb\u7edf\u5219\u7279\u522b\u5173\u6ce8\u4e8e\u6392\u9664\u4e25\u91cd\u75be\u75c5\u3002AI\u7cfb\u7edf\u5bf9\u591a\u79cd\u91cd\u5927\u75be\u75c5\u7684\u9634\u6027\u9884\u6d4b\u503c\u5df2\u8d85\u8fc790%\uff0c\u8fbe\u5230\u7684\u51c6\u786e\u5ea6\u901a\u5e38\u4f18\u4e8e\u5728\u519c\u6751\u5730\u533a\u5de5\u4f5c\u7684\u793e\u533a\u533b\u751f\u3002\u5bf9\u4e8e\u68c0\u6d4b\u7ed3\u679c\u5448\u9633\u6027\u7684\u60a3\u8005\uff0c\u53ef\u4ee5\u7531\u5730\u533a\u533b\u7597\u4fdd\u5065\u7cfb\u7edf\u8fdb\u884c\u8f6c\u8bca\u548c\u7ba1\u7406\uff0c\u7ecf\u8fc7\u57f9\u8bad\u7684\u4e34\u5e8a\u548c\u5b9e\u9a8c\u5ba4\u533b\u5b66\u4e13\u5bb6\u53ef\u4ee5\u4e3a\u4ed6\u4eec\u63d0\u4f9b\u6240\u9700\u7684\u62a4\u7406\u3002<\/p>\n

\u901a\u8fc7\u6301\u7eed\u76d1\u6d4b\u63d0\u5347\u62a4\u7406\u670d\u52a1<\/h2>\n

\u5b9e\u9a8c\u5ba4\u8fd8\u53ef\u4ee5\u5229\u7528AI\u5408\u5e76\u65b0\u578b\u60a3\u8005\u6570\u636e\uff0c\u5e76\u91c7\u7528\u66f4\u52a0\u4e2a\u6027\u5316\u7684\u65b9\u5f0f\u6301\u7eed\u76d1\u6d4b\u60a3\u8005\u3002\u6bcf\u5e74\u90fd\u6709\u8d8a\u6765\u8d8a\u591a\u7684\u7fa4\u4f53\u4f7f\u7528\u53ef\u7a7f\u6234\u8bbe\u5907\u6765\u5b9e\u65f6\u8ffd\u8e2a\u5176\u6b65\u5e45\u3001\u5fc3\u7387\u3001\u7761\u7720\u6a21\u5f0f\u548c\u5361\u8def\u91cc\u6d88\u8017\u60c5\u51b5\u3002\u672a\u6765\u6211\u4eec\u751a\u81f3\u53ef\u80fd\u770b\u5230\u80fd\u4ece\u4e2d\u91c7\u96c6\u553e\u6db2\u751f\u7269\u6807\u5fd7\u7269\u6570\u636e\u7684\u667a\u80fd\u7259\u5237\u5f97\u5230\u5e7f\u6cdb\u5e94\u7528\u3002\u5728\u63a5\u4e0b\u6765\u7684\u4e94\u5e74\u5185\uff0c\u8fd9\u4e9b\u6280\u672f\u8fdb\u6b65\u5c06\u6539\u53d8\u6211\u4eec\u5bf9\u60a3\u8005\u7684\u4e86\u89e3\u3002\u60a3\u8005\u5c06\u4e0d\u518d\u4ec5\u4ec5\u662f\u5728\u79bb\u6563\u65f6\u95f4\u70b9\u88ab\u76d1\u6d4b\u751f\u547d\u4f53\u5f81\u7684\u4e2a\u4f53\u3002\u8fd9\u79cd\u60c5\u51b5\u4ecd\u4f1a\u5b58\u5728\uff0c\u4f46\u540c\u65f6\u5b9e\u9a8c\u5ba4\u4e5f\u5c06\u80fd\u591f\u83b7\u53d6\u6301\u7eed\u76d1\u6d4b\u4fe1\u53f7\u3002\u4efb\u4f55\u663e\u8457\u7684\u4e2a\u4f53\u5316\u53d8\u5316\u90fd\u5c06\u4f7f\u5b9e\u9a8c\u5ba4\u5f97\u4ee5\u53ca\u65f6\u8c03\u6574\u73b0\u6709\u62a4\u7406\u65b9\u6848\u3002\u6211\u4eec\u6b63\u9010\u6e10\u8ba4\u8bc6\u5230\uff0c\u5224\u65ad\u68c0\u6d4b\u7ed3\u679c\u662f\u5426\u6b63\u5e38\u7684\u5173\u952e\u5e76\u975e\u7fa4\u4f53\u53c2\u8003\u8303\u56f4\uff0c\u800c\u662f\u5176\u8303\u56f4\u968f\u65f6\u95f4\u7684\u53d8\u5316\u8d8b\u52bf\u3002\u5728\u672a\u6765\u4e94\u5e74\u4e2d\uff0c\u5c06\u6d8c\u73b0\u66f4\u591a\u7684AI\u5b9e\u9645\u5e94\u7528\u3002\u5f53\u524d\u7740\u624b\u7b79\u5907AI\u533b\u7597\u7cfb\u7edf\u7684\u5b9e\u9a8c\u5ba4\u5c06\u83b7\u5f97\u6700\u5927\u6536\u76ca\u3002\u4e3a\u8fce\u63a5\u8fd9\u4e00\u65b0\u7684\u73b0\u5b9e\uff0c\u5b9e\u9a8c\u5ba4\u5fc5\u987b\u7740\u624b\u5bf9\u4fe1\u606f\u8fdb\u884c\u6570\u5b57\u5316\u3001\u7f16\u5236\u7d22\u5f15\u5e76\u4ee5\u6613\u4e8e\u8bbf\u95ee\u7684\u683c\u5f0f\u5b58\u50a8\u4fe1\u606f\u3002<\/p>\n

\n

\u53c2\u8003\u6587\u732e\uff1a<\/em> [1]<\/a>A.I.Versus M.D., What happens when diagnosis is automated?The New Yorker, 2017\u00a0<\/em> [2]<\/a> Stanford algorithm can diagnose pneumonia better than radiologists, Stanford News, 2017<\/em> \u672c\u6587\u5185\u5bb9\u57fa\u4e8e\u5728\u5370\u5ea6\u5b5f\u4e70 LEADx \u8bca\u65ad\u9886\u5bfc\u529b\u5cf0\u4f1a\u4e0a\u53d1\u8868\u7684\u6f14\u8bb2\uff1a”Artificial Intelligence in Healthcare and Diagnostics”\u00a0\u3002<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"

2016\u5e74\uff0c\u82f1\u56fd\u8ba4\u77e5\u5fc3\u7406\u5b66\u5bb6\u517c\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6Geoffrey Hinton\u547c\u5401\u505c\u6b62\u8fdb\u4e00\u6b65\u57f9\u8bad\u653e\u5c04\u79d1\u533b\u751f\u3002\u968f\u7740\u57fa\u4e8eAI\u7684\u65b0\u578b\u653e\u5c04\u5b66\u5e94\u7528\u53d8\u5f97\u8d8a\u53d1\u6709\u6548\uff0cHinton\u8ba4\u4e3aAI\u53ef\u80fd\u4f1a\u627f\u62c5\u5927\u90e8\u5206\u653e\u5c04\u5b66\u5de5\u4f5c[1]\u3002AI\u6709\u671b\u5bf9\u5b9e\u9a8c\u5ba4\u8bca\u65ad\u9886\u57df\u4ea7\u751f\u7c7b\u4f3c\u5f71\u54cd\uff0c\u4f46\u4e0e\u653e\u5c04\u5b66\u4e00\u6837\uff0c\u67d0\u4e9b\u7c7b\u578b\u7684\u5b9e\u9a8c\u5ba4\u5de5\u4f5c\u76f8\u6bd4\u5176\u4ed6\u7c7b\u578b\u7684\u5b9e\u9a8c\u5ba4\u5de5\u4f5c\u66f4\u5bb9\u6613\u5b9e\u73b0\u81ea\u52a8\u5316\u3002\u9700\u8981\u7efc\u5408\u591a\u79cd\u4e0d\u540c\u6570\u636e\u96c6\u8fdb\u884c\u4ea4\u53c9\u9a8c\u8bc1\u7684\u8bca\u65ad\u4efb\u52a1\u76f8\u5bf9\u96be\u4ee5\u5b9e\u73b0\u81ea\u52a8\u5316\u3002\u4f8b\u5982\uff0c\u5982\u679cAI\u7cfb\u7edf\u8981\u5b66\u4e60\u5982\u4f55\u4ece\u5934\u5f00\u59cb\u8bca\u65ad\u4e73\u817a\u764c\uff0c\u5219\u6bcf\u6b21\u5c1d\u8bd5\u8bca\u65ad\u65f6\u90fd\u5fc5\u987b\u8003\u865130\u591a\u4e2a\u53d8\u91cf\u3002\u8fd9\u5305\u62ec\u6765\u81ea\u6210\u50cf\u626b\u63cf\u548c\u57fa\u56e0\u68c0\u6d4b\u7684\u7ed3\u6784\u5316\u4fe1\u606f\uff0c\u4ee5\u53ca\u975e\u7ed3\u6784\u5316\u7684\u60a3\u8005\u81ea\u8ff0\u4fe1\u606f\u548c\u5bb6\u65cf\u53f2\u3002\u00a0\u636e\u4f30\u8ba1\uff0cAI\u7cfb\u7edf\u5fc5\u987b\u5206\u679070\u4ebf\u4e2a\u72ec\u7279\u7684\u4e73\u817a\u764c\u6837\u54c1\uff0c\u624d\u80fd\u8fbe\u5230\u4e0e\u4e13\u5bb6\u533b\u5e08\u76f8\u540c\u7684\u4e13\u4e1a\u6c34\u5e73\u3002\u5176\u4ed6\u8bca\u65ad\u4efb\u52a1\u53ef\u80fd\u66f4\u9002\u5408\u81ea\u52a8\u5316\u3002\u4e0e\u4e73\u817a\u764c\u76f8\u6bd4\uff0c\u5728\u8bca\u65ad\u51a0\u72b6\u52a8\u8109\u5fc3\u810f\u75be\u75c5\u3001\u7ed8\u5236\u6d41\u611f\u8d8b\u52bf\u56fe\u6216\u8bc6\u522b\u5fc3\u7535\u56fe\u4e2d\u7684\u5fc3\u5f8b\u5931\u5e38\u65f6\uff0c\u9700\u8981\u8003\u8651\u7684\u53d8\u91cf\u8f83\u5c11\u3002\u5728\u8fc7\u53bb\u4e24\u5e74\u4e2d\uff0c\u4e24\u4e2a\u56e2\u961f\u7684\u7814\u7a76\u8868\u660eAI\u5728\u8bca\u65ad\u76ae\u80a4\u764c\u65b9\u9762\u7684\u8868\u73b0\u5df2\u4e0e\u4e13\u79d1\u533b\u751f\u4e0d\u76f8\u4e0a\u4e0b\uff0c\u800c\u65af\u5766\u798f\u7684\u53e6\u4e00\u4e2a\u56e2\u961f\u4e5f\u5728\u80ba\u708e\u8bca\u65ad\u9886\u57df\u5f97\u51fa\u4e86\u76f8\u540c\u7ed3\u8bba [2]\u3002\u6b64\u5916\uff0cAI\u8fd8\u6709\u6f5c\u529b\u901a\u8fc7\u4e24\u79cd\u66f4\u5e7f\u6cdb\u7684\u65b9\u5f0f\u6539\u53d8\u5b9e\u9a8c\u5ba4\u8bca\u65ad\u9886\u57df\uff1a\u63d0\u5347\u8d44\u6e90\u532e\u4e4f\u73af\u5883\u4e0b\u7684\u8bca\u65ad\u670d\u52a1\u53ef\u53ca\u6027\uff0c\u5e76\u4e3a\u6301\u7eed\u6027\u7684\u60a3\u8005\u76d1\u6d4b\u521b\u9020\u65b0\u673a\u9047\u3002 \u4e3a\u7f3a\u4e4f\u8bca\u65ad\u670d\u52a1\u7684\u4eba\u7fa4\u63d0\u4f9b\u8bca\u65ad\u670d\u52a1 \u5728\u8bb8\u591a\u53d1\u5c55\u4e2d\u56fd\u5bb6\u53ca\u53d1\u8fbe\u56fd\u5bb6\u7684\u504f\u8fdc\u5730\u533a \uff0c\u6570\u767e\u4e07\u4eba\u65e0\u6cd5\u83b7\u5f97\u57fa\u672c\u8bca\u65ad\u670d\u52a1\uff0c\u5305\u62ec\u4e0e\u80fd\u591f\u51fa\u5177\u3001\u89e3\u8bfb\u548c\u89e3\u91ca\u5b9e\u9a8c\u5ba4\u7ed3\u679c\u7684\u533b\u751f\u8fdb\u884c\u54a8\u8be2\u3002\u901a\u8fc7\u627f\u62c5\u90e8\u5206\u6b64\u7c7b\u5de5\u4f5c\u5e76\u964d\u4f4e\u8bca\u65ad\u6210\u672c\uff0cAI\u53ef\u4ee5\u5728\u89e3\u51b3\u8be5\u95ee\u9898\u65b9\u9762\u53d1\u6325\u91cd\u8981\u4f5c\u7528\u3002\u67d0\u4e9bAI\u652f\u6301\u7684\u8bca\u65ad\u7cfb\u7edf\u53ef\u80fd\u4f1a\u53d1\u5e03\u80af\u5b9a\u6027\u8bca\u65ad\uff0c\u5176\u4ed6\u7cfb\u7edf\u5219\u7279\u522b\u5173\u6ce8\u4e8e\u6392\u9664\u4e25\u91cd\u75be\u75c5\u3002AI\u7cfb\u7edf\u5bf9\u591a\u79cd\u91cd\u5927\u75be\u75c5\u7684\u9634\u6027\u9884\u6d4b\u503c\u5df2\u8d85\u8fc790%\uff0c\u8fbe\u5230\u7684\u51c6\u786e\u5ea6\u901a\u5e38\u4f18\u4e8e\u5728\u519c\u6751\u5730\u533a\u5de5\u4f5c\u7684\u793e\u533a\u533b\u751f\u3002\u5bf9\u4e8e\u68c0\u6d4b\u7ed3\u679c\u5448\u9633\u6027\u7684\u60a3\u8005\uff0c\u53ef\u4ee5\u7531\u5730\u533a\u533b\u7597\u4fdd\u5065\u7cfb\u7edf\u8fdb\u884c\u8f6c\u8bca\u548c\u7ba1\u7406\uff0c\u7ecf\u8fc7\u57f9\u8bad\u7684\u4e34\u5e8a\u548c\u5b9e\u9a8c\u5ba4\u533b\u5b66\u4e13\u5bb6\u53ef\u4ee5\u4e3a\u4ed6\u4eec\u63d0\u4f9b\u6240\u9700\u7684\u62a4\u7406\u3002 \u901a\u8fc7\u6301\u7eed\u76d1\u6d4b\u63d0\u5347\u62a4\u7406\u670d\u52a1 \u5b9e\u9a8c\u5ba4\u8fd8\u53ef\u4ee5\u5229\u7528AI\u5408\u5e76\u65b0\u578b\u60a3\u8005\u6570\u636e\uff0c\u5e76\u91c7\u7528\u66f4\u52a0\u4e2a\u6027\u5316\u7684\u65b9\u5f0f\u6301\u7eed\u76d1\u6d4b\u60a3\u8005\u3002\u6bcf\u5e74\u90fd\u6709\u8d8a\u6765\u8d8a\u591a\u7684\u7fa4\u4f53\u4f7f\u7528\u53ef\u7a7f\u6234\u8bbe\u5907\u6765\u5b9e\u65f6\u8ffd\u8e2a\u5176\u6b65\u5e45\u3001\u5fc3\u7387\u3001\u7761\u7720\u6a21\u5f0f\u548c\u5361\u8def\u91cc\u6d88\u8017\u60c5\u51b5\u3002\u672a\u6765\u6211\u4eec\u751a\u81f3\u53ef\u80fd\u770b\u5230\u80fd\u4ece\u4e2d\u91c7\u96c6\u553e\u6db2\u751f\u7269\u6807\u5fd7\u7269\u6570\u636e\u7684\u667a\u80fd\u7259\u5237\u5f97\u5230\u5e7f\u6cdb\u5e94\u7528\u3002\u5728\u63a5\u4e0b\u6765\u7684\u4e94\u5e74\u5185\uff0c\u8fd9\u4e9b\u6280\u672f\u8fdb\u6b65\u5c06\u6539\u53d8\u6211\u4eec\u5bf9\u60a3\u8005\u7684\u4e86\u89e3\u3002\u60a3\u8005\u5c06\u4e0d\u518d\u4ec5\u4ec5\u662f\u5728\u79bb\u6563\u65f6\u95f4\u70b9\u88ab\u76d1\u6d4b\u751f\u547d\u4f53\u5f81\u7684\u4e2a\u4f53\u3002\u8fd9\u79cd\u60c5\u51b5\u4ecd\u4f1a\u5b58\u5728\uff0c\u4f46\u540c\u65f6\u5b9e\u9a8c\u5ba4\u4e5f\u5c06\u80fd\u591f\u83b7\u53d6\u6301\u7eed\u76d1\u6d4b\u4fe1\u53f7\u3002\u4efb\u4f55\u663e\u8457\u7684\u4e2a\u4f53\u5316\u53d8\u5316\u90fd\u5c06\u4f7f\u5b9e\u9a8c\u5ba4\u5f97\u4ee5\u53ca\u65f6\u8c03\u6574\u73b0\u6709\u62a4\u7406\u65b9\u6848\u3002\u6211\u4eec\u6b63\u9010\u6e10\u8ba4\u8bc6\u5230\uff0c\u5224\u65ad\u68c0\u6d4b\u7ed3\u679c\u662f\u5426\u6b63\u5e38\u7684\u5173\u952e\u5e76\u975e\u7fa4\u4f53\u53c2\u8003\u8303\u56f4\uff0c\u800c\u662f\u5176\u8303\u56f4\u968f\u65f6\u95f4\u7684\u53d8\u5316\u8d8b\u52bf\u3002\u5728\u672a\u6765\u4e94\u5e74\u4e2d\uff0c\u5c06\u6d8c\u73b0\u66f4\u591a\u7684AI\u5b9e\u9645\u5e94\u7528\u3002\u5f53\u524d\u7740\u624b\u7b79\u5907AI\u533b\u7597\u7cfb\u7edf\u7684\u5b9e\u9a8c\u5ba4\u5c06\u83b7\u5f97\u6700\u5927\u6536\u76ca\u3002\u4e3a\u8fce\u63a5\u8fd9\u4e00\u65b0\u7684\u73b0\u5b9e\uff0c\u5b9e\u9a8c\u5ba4\u5fc5\u987b\u7740\u624b\u5bf9\u4fe1\u606f\u8fdb\u884c\u6570\u5b57\u5316\u3001\u7f16\u5236\u7d22\u5f15\u5e76\u4ee5\u6613\u4e8e\u8bbf\u95ee\u7684\u683c\u5f0f\u5b58\u50a8\u4fe1\u606f\u3002 \u53c2\u8003\u6587\u732e\uff1a [1]A.I.Versus M.D., What happens when diagnosis is automated?The New Yorker, 2017\u00a0 [2] Stanford algorithm can diagnose pneumonia better than radiologists, Stanford News, 2017 \u672c\u6587\u5185\u5bb9\u57fa\u4e8e\u5728\u5370\u5ea6\u5b5f\u4e70 LEADx \u8bca\u65ad\u9886\u5bfc\u529b\u5cf0\u4f1a\u4e0a\u53d1\u8868\u7684\u6f14\u8bb2\uff1a”Artificial Intelligence in Healthcare and Diagnostics”\u00a0\u3002<\/p>\n","protected":false},"author":1,"featured_media":137782,"parent":0,"menu_order":0,"template":"","meta":{"_acf_changed":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"tags":[12329,12330],"pillarandcategory":[310,319,306,300,309],"reporter":[12354],"class_list":["post-140231","acf_article","type-acf_article","status-publish","has-post-thumbnail","hentry","tag-12329","tag-12330","pillarandcategory-operational-excellence","pillarandcategory-artificial-intelligence","pillarandcategory-healthcare-transformation","pillarandcategory-management","pillarandcategory-operations","reporter-ajit-singh"],"acf":[],"_links":{"self":[{"href":"https:\/\/labinsights.com\/zhcn\/wp-json\/wp\/v2\/acf_article\/140231","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/labinsights.com\/zhcn\/wp-json\/wp\/v2\/acf_article"}],"about":[{"href":"https:\/\/labinsights.com\/zhcn\/wp-json\/wp\/v2\/types\/acf_article"}],"author":[{"embeddable":true,"href":"https:\/\/labinsights.com\/zhcn\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":6,"href":"https:\/\/labinsights.com\/zhcn\/wp-json\/wp\/v2\/acf_article\/140231\/revisions"}],"predecessor-version":[{"id":145874,"href":"https:\/\/labinsights.com\/zhcn\/wp-json\/wp\/v2\/acf_article\/140231\/revisions\/145874"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/labinsights.com\/zhcn\/wp-json\/wp\/v2\/media\/137782"}],"wp:attachment":[{"href":"https:\/\/labinsights.com\/zhcn\/wp-json\/wp\/v2\/media?parent=140231"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/labinsights.com\/zhcn\/wp-json\/wp\/v2\/tags?post=140231"},{"taxonomy":"pillarandcategory","embeddable":true,"href":"https:\/\/labinsights.com\/zhcn\/wp-json\/wp\/v2\/pillarandcategory?post=140231"},{"taxonomy":"reporter","embeddable":true,"href":"https:\/\/labinsights.com\/zhcn\/wp-json\/wp\/v2\/reporter?post=140231"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}