{"id":772552,"date":"2025-07-16T15:02:47","date_gmt":"2025-07-16T14:02:47","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=blog&#038;p=772552"},"modified":"2025-09-29T10:03:45","modified_gmt":"2025-09-29T09:03:45","slug":"data-ai-for-healthcare-pharmaceuticals-pioneering-the-future-of-health","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/data-ai-for-healthcare-pharmaceuticals-pioneering-the-future-of-health\/","title":{"rendered":"Data \u4e0e\u4eba\u5de5\u667a\u80fd\u7528\u4e8e\u533b\u7597\u4fdd\u5065\u548c\u5236\u836f\uff1a\u5f00\u62d3\u5065\u5eb7\u7684\u672a\u6765"},"content":{"rendered":"<p><iframe id=\"player_2\" title=\"Data \u4e0e\u4eba\u5de5\u667a\u80fd\u5728\u533b\u7597\u4fdd\u5065\u548c\u5236\u836f\u9886\u57df\u7684\u5e94\u7528\uff0c\u4f5c\u8005\uff1aThomas Filaire\uff0c\u5408\u4f19\u4eba - \u533b\u7597\u4fdd\u5065 - VVT25\" src=\"https:\/\/www.youtube.com\/embed\/iheHzfku_eM?autoplay=0&amp;enablejsapi=1&amp;wmode=opaque\" width=\"670\" height=\"377\" allowfullscreen=\"allowfullscreen\" data-gtm-yt-inspected-22=\"true\" data-gtm-yt-inspected-32=\"true\" data-lf-form-tracking-inspected-lynor8xylk57wqjz=\"true\" data-lf-yt-playback-inspected-lynor8xylk57wqjz=\"true\" data-lf-vimeo-playback-inspected-lynor8xylk57wqjz=\"true\" data-mce-fragment=\"1\"><span data-mce-type=\"bookmark\" style=\"display: inline-block; width: 0px; overflow: hidden; line-height: 0;\" class=\"mce_SELRES_start\"><\/span><\/iframe><\/p>\n<blockquote><p>\u201c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u548c\u4ee3\u7406\u5f0f\u4eba\u5de5\u667a\u80fd\u4e0d\u518d\u662f\u5b9e\u9a8c\u6027\u7684\uff0c\u5b83\u4eec\u6b63\u5728\u6210\u4e3a\u4e1a\u52a1\u7684\u5f53\u52a1\u4e4b\u6025\uff0c\u5c24\u5176\u662f\u5728\u590d\u6742\u6027\u548cdata\u91cf\u90fd\u6781\u9ad8\u7684\u533b\u7597\u4fdd\u5065\u9886\u57df\u3002\u201d<br \/>\nThomas Filaire\uff0cVivaTech 2025\u3002.<\/p><\/blockquote>\n<h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\">\u533b\u7597\u4fdd\u5065\u9886\u57df\u7684\u4eba\u5de5\u667a\u80fd\u9769\u547d<\/h2>\n<p>\u4ee5 ChatGPT \u548c Google Gemini \u7b49\u5c16\u7aef\u5de5\u5177\u4e3a\u4ee3\u8868\u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff0c\u6b63\u5728\u4ece\u4e00\u9879\u5229\u57fa\u6280\u672f\u8fc5\u901f\u53d1\u5c55\u6210\u4e3a\u4e00\u9879\u6838\u5fc3\u4e1a\u52a1\u8981\u52a1\uff0c\u4e3a\u533b\u7597\u4fdd\u5065\u884c\u4e1a\u5e26\u6765\u4e86\u91cd\u8981\u7684\u65b0\u673a\u9047\u3002\u8fd9\u4e00\u884c\u4e1a\u672c\u8eab\u5c31\u5177\u6709 data \u4e30\u5bcc\u548c\u6d41\u7a0b\u7e41\u91cd\u7684\u7279\u70b9\u3002\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u521b\u9020\u539f\u521b\u5185\u5bb9\u548c\u81ea\u52a8\u6267\u884c\u590d\u6742\u4efb\u52a1\u7684\u80fd\u529b\u975e\u5e38\u5b9d\u8d35\u3002Artefact \u662f\u4e00\u5bb6\u9886\u5148\u7684 data \u548c\u4eba\u5de5\u667a\u80fd\u54a8\u8be2\u516c\u53f8\uff0c\u62e5\u6709\u5341\u5e74\u7684\u4e30\u5bcc\u7ecf\u9a8c\u548c\u8d85\u8fc7 1700 \u540d\u4e13\u4e1a\u4eba\u5458\u7684\u5168\u7403\u56e2\u961f\uff0c\u4e00\u76f4\u8d70\u5728\u8fd9\u4e00\u8f6c\u53d8\u7684\u524d\u6cbf\uff0c\u5c24\u5176\u662f\u5728\u5176\u4e13\u95e8\u7684\u533b\u7597\u4fdd\u5065\u4e1a\u52a1\u9886\u57df\u3002Artefact \u5728\u6cd5\u56fd\u62e5\u6709 50 \u591a\u540d\u4e13\u4e1a\u987e\u95ee\u548c\u591a\u6837\u5316\u7684\u5ba2\u6237\u7fa4\uff0c\u901a\u8fc7\u667a\u80fd\u4eba\u5de5\u667a\u80fd\u89e3\u51b3\u65b9\u6848\u79ef\u6781\u5851\u9020\u533b\u7597\u4fdd\u5065\u7684\u672a\u6765\uff0c\u5e76\u901a\u8fc7\u5176 \u201cAI for Health \u201d\u7f51\u7edc\u4fc3\u8fdb\u6574\u4e2a\u6b27\u6d32\u751f\u6001\u7cfb\u7edf\u7684\u5408\u4f5c\u3002.<\/p>\n<blockquote><p><strong>\u201c\u6211\u4eec\u975e\u5e38\u81ea\u8c6a\u80fd\u591f\u901a\u8fc7\u6211\u4eec\u7684\u4eba\u5de5\u667a\u80fd\u5065\u5eb7\u7f51\u7edc\uff08AI for Health network\uff09\u6fc0\u6d3b\u6cd5\u56fd\u548c\u6b27\u6d32\u7684\u533b\u7597\u4fdd\u5065\u751f\u6001\u7cfb\u7edf--\u5728\u8fd9\u91cc\uff0c\u521d\u521b\u4f01\u4e1a\u3001\u5236\u836f\u516c\u53f8\u3001\u516c\u5171\u673a\u6784\u548c\u7814\u7a76\u4eba\u5458\u5c31\u771f\u5b9e\u7684\u4f7f\u7528\u6848\u4f8b\u5c55\u5f00\u5408\u4f5c\u201d\u3002\u201d<\/strong><br \/>\n<span style=\"color: #999999;\">Thomas Filaire\uff0cVivaTech 2025<\/span><\/p><\/blockquote>\n<h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\">\u91ca\u653e\u6f5c\u80fd\uff1a\u73b0\u5b9e\u4e16\u754c\u7684\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u5e26\u6765\u5207\u5b9e\u5f71\u54cd<\/h2>\n<p>Thomas Filaire \u5728 VivaTech \u4e0a\u5c55\u793a\u4e86\u4e09\u4e2a\u5f15\u4eba\u5165\u80dc\u7684\u771f\u5b9e\u6848\u4f8b\uff0c\u751f\u52a8\u5730\u8bf4\u660e\u4e86\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u548c\u4ee3\u7406\u5f0f\u4eba\u5de5\u667a\u80fd\u5982\u4f55\u5728\u4e0d\u540c\u7684\u533b\u7597\u4fdd\u5065\u9886\u57df\u5e26\u6765\u91cd\u5927\u7684\u3001\u53ef\u8861\u91cf\u7684\u4ef7\u503c\uff1a<\/p>\n<p>\u7b2c\u4e00\u4e2a\u4f8b\u5b50\u662f\u533b\u9662\u7684 ICD-10 \u533b\u7597\u7f16\u7801\u7cfb\u7edf\u3002Artefact \u4e3a\u4e00\u5bb6\u6bd4\u5229\u65f6\u533b\u9662\u5b9e\u65bd\u4e86\u5148\u8fdb\u7684 \u201c\u4ee3\u7406\u5de5\u4f5c\u6d41\u201d\uff0c\u4ece\u975e\u7ed3\u6784\u5316\u7684\u75c5\u4eba reports \u81ea\u52a8\u8fdb\u884c\u533b\u7597\u6d3b\u52a8\u7f16\u7801\u3002\u8fd9\u9879\u5173\u952e\u4efb\u52a1\u901a\u5e38\u6bcf\u6761\u8bb0\u5f55\u9700\u8981 15 \u5206\u949f\u5de6\u53f3\uff0c\u800c\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u53ef\u5c06\u8fd9\u4e00\u65f6\u95f4\u5927\u5e45\u7f29\u77ed 80%\u3002\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u4e0d\u4ec5\u5efa\u8bae\u7f16\u7801\uff0c\u8fd8\u63d0\u4f9b\u660e\u786e\u7684\u7406\u7531\uff0c\u5927\u5927\u63d0\u9ad8\u4e86 data \u7684\u51c6\u786e\u6027\u548c\u4fe1\u4efb\u5ea6\u3002.<\/p>\n<blockquote><p><strong>\u201c\u6211\u4eec\u5c06\u7f16\u7801\u65f6\u95f4\u7f29\u77ed\u4e86 80%\uff0c\u6bcf\u4efd\u75c5\u5386\u7684\u7f16\u7801\u65f6\u95f4\u4ece 15 \u5206\u949f\u7f29\u77ed\u5230 2-3 \u5206\u949f\uff0c\u800c\u4e14\u7cfb\u7edf\u5bf9\u6bcf\u4e2a\u5efa\u8bae\u7684\u7f16\u7801\u90fd\u8fdb\u884c\u4e86\u8bf4\u660e\uff0c\u4ece\u800c\u5efa\u7acb\u4e86\u4fe1\u4efb\u5e76\u63d0\u9ad8\u4e86\u51c6\u786e\u6027\u3002\u201d<\/strong><br \/>\n<span style=\"color: #999999;\">Thomas Filaire\uff0cVivaTech 2025<\/span>.<\/p><\/blockquote>\n<p>\u63a5\u4e0b\u6765\u770b\u770b GenAI \u5728\u5b89\u5168\u62a5\u544a\u65b9\u9762\u7684\u5e94\u7528\uff1a\u901a\u8fc7\u4f7f\u7528 Agentic AI\uff0c\u6211\u4eec\u5c06 DSUR \u548c PSUR \u62a5\u544a\u7684\u8d77\u8349\u65f6\u95f4\u7f29\u77ed\u4e86 30%\u3002\u5728\u836f\u7269\u8b66\u6212\u65b9\u9762\uff0c\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u89e3\u51b3\u65b9\u6848\u73b0\u5728\u53ef\u4ee5\u8d77\u8349\u5f3a\u5236\u6027\u7684\u5b9a\u671f\u5b89\u5168\u6027\u66f4\u65b0\u62a5\u544a\uff08PSUR\uff09\u548c\u5f00\u53d1\u5b89\u5168\u6027\u66f4\u65b0\u62a5\u544a\uff08DSUR\uff09\u3002\u8fd9\u4e9b\u5e7f\u6cdb\u7684 reports \u9700\u8981\u5904\u7406\u5927\u91cf\u4e0d\u540c\u7684 data \u96c6\u3002\u4eba\u5de5\u667a\u80fd\u5de5\u4f5c\u6d41\u7a0b\u4f1a\u4ed4\u7ec6\u5206\u6790\u8fd9\u4e9b data \u5e76\u751f\u6210\u521d\u7a3f\uff0c\u4e3a\u836f\u7269\u8b66\u6212\u56e2\u961f\u8282\u7701\u591a\u8fbe 30% \u7684\u5b9d\u8d35\u65f6\u95f4\uff0c\u4f7f\u4ed6\u4eec\u80fd\u591f\u4e13\u6ce8\u4e8e\u98ce\u9669\u8bc4\u4f30\u7b49\u4ef7\u503c\u66f4\u9ad8\u7684\u6d3b\u52a8\u3002.<\/p>\n<p>\u6700\u540e\uff0c\u5728\u5546\u4e1a\u65b9\u9762\uff0cAgentic \u4eba\u5de5\u667a\u80fd\u5185\u5bb9\u5de5\u5177\u53ef\u751f\u6210\u672c\u5730\u5316\u5185\u5bb9\uff0c\u5e76\u6839\u636e\u533b\u7597\u548c\u5408\u89c4\u6307\u5357\u8fdb\u884c\u9884\u5148\u9a8c\u8bc1\uff0c\u4e3a\u5236\u836f\u516c\u53f8\u7684\u5ba3\u4f20\u5185\u5bb9\u5236\u4f5c\u5e26\u6765\u4e86\u9769\u547d\u6027\u7684\u53d8\u5316\u3002\u672c\u5730\u5316\u5185\u5bb9\u5386\u6765\u662f\u4e00\u4e2a\u7f13\u6162\u800c\u6602\u8d35\u7684\u8fc7\u7a0b\u3002Artefact \u7684\u4eba\u5de5\u667a\u80fd\u89e3\u51b3\u65b9\u6848\u5b8c\u5168\u7b80\u5316\u4e86\u8fd9\u4e00\u8fc7\u7a0b\u3002\u5b83\u80fd\u6839\u636e\u7b80\u660e\u627c\u8981\u7684\u7b80\u4ecb\uff0c\u5229\u7528\u4e13\u4e1a\u4ee3\u7406\u68c0\u7d22\u5f53\u5730\u6cd5\u89c4\uff0c\u751f\u6210\u5185\u5bb9\u8349\u6848\uff0c\u751a\u81f3\u6839\u636e\u7279\u5b9a\u7684 audience \u89d2\u8272\u5bf9\u5185\u5bb9\u63d0\u51fa\u8d28\u7591\u3002\u8fd9\u4e00\u6d41\u7a0b\u5927\u5927\u52a0\u5feb\u4e86\u524d\u671f\u533b\u7597\u3001\u6cd5\u5f8b\u548c\u76d1\u7ba1\uff08MLR\uff09\u5ba1\u67e5\u7684\u901f\u5ea6\uff0c\u6700\u9ad8\u53ef\u8fbe 30%\uff0c\u4f7f\u5185\u5bb9\u521b\u5efa\u66f4\u5feb\u3001\u66f4\u9ad8\u6548\u3001\u66f4\u5408\u89c4\u3002.<\/p>\n<p>\u8fd9\u4e9b\u4ee4\u4eba\u4fe1\u670d\u7684\u4f8b\u5b50\u6709\u529b\u5730\u8bc1\u660e\u4e86\u4eba\u5de5\u667a\u80fd\u80fd\u591f\u663e\u8457\u63d0\u9ad8\u8fd0\u8425\u6548\u7387\u548c\u52a0\u901f\u521b\u65b0\uff0c\u4ece\u6839\u672c\u4e0a\u6539\u5584\u533b\u7597\u670d\u52a1\u7684\u8d28\u91cf\u548c\u901f\u5ea6\u3002.<\/p>\n<h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\">\u5f15\u9886\u672a\u6765\uff1a\u5e94\u5bf9\u6311\u6218<\/h2>\n<p>\u867d\u7136\u4eba\u5de5\u667a\u80fd\u5e26\u6765\u4e86\u5de8\u5927\u7684\u597d\u5904\uff0c\u4f46\u8981\u5b9e\u73b0\u8d1f\u8d23\u4efb\u7684\u53d1\u5c55\uff0c\u5fc5\u987b\u79ef\u6781\u5e94\u5bf9\u5173\u952e\u6311\u6218\u3002\u56f4\u7ed5\u7b97\u6cd5\u504f\u89c1\u3001data \u9690\u79c1\u548c\u9519\u8bef\u4fe1\u606f\u7684\u62c5\u5fe7\u5728\u533b\u7597\u4fdd\u5065\u9886\u57df\u5c24\u4e3a\u7a81\u51fa\u3002\u5408\u4e4e\u9053\u5fb7\u7684\u4eba\u5de5\u667a\u80fd\u90e8\u7f72\u548c\u7a33\u5065\u7684\u6cbb\u7406\u6846\u67b6\u5bf9\u4e8e\u964d\u4f4e\u8fd9\u4e9b\u98ce\u9669\u548c\u5efa\u7acb\u516c\u4f17\u4fe1\u4efb\u662f\u7edd\u5bf9\u5fc5\u8981\u7684\u3002.<\/p>\n<p>\u52b3\u52a8\u529b\u4e5f\u5728\u8f6c\u578b\u3002\u4eba\u5de5\u667a\u80fd\u5728\u4f7f\u8bb8\u591a\u65e5\u5e38\u5de5\u4f5c\u81ea\u52a8\u5316\u7684\u540c\u65f6\uff0c\u4e5f\u5728\u521b\u9020\u65b0\u7684\u5de5\u4f5c\u804c\u80fd\u3002\u5728\u4e2d\u4e1c\u548c\u5317\u975e\u7b49\u5730\u533a\uff0c\u4eba\u5de5\u667a\u80fd\u4eba\u624d\u7684\u77ed\u7f3a\u4fc3\u4f7f\u653f\u5e9c\u548c\u4f01\u4e1a\u5728\u63d0\u9ad8\u6280\u80fd\u548c\u6559\u80b2\u65b9\u9762\u6295\u5165\u5de8\u8d44\uff0c\u8ba9\u52b3\u52a8\u529b\u4e3a\u8fd9\u4e00\u4e0d\u53ef\u907f\u514d\u7684\u8f6c\u53d8\u505a\u597d\u51c6\u5907\u3002.<\/p>\n<h2 class=\"fusion-title-heading title-heading-left 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