{"id":144366,"date":"2025-02-25T05:54:33","date_gmt":"2025-02-25T05:54:33","guid":{"rendered":"https:\/\/labinsights.com\/acf_article\/%e6%9b%b4%e8%81%b0%e6%98%8e%e7%9a%84%e5%af%a6%e9%a9%97%e5%ae%a4%ef%bc%8c%e6%9b%b4%e5%84%aa%e8%b3%aa%e7%9a%84%e9%86%ab%e7%99%82%e6%9c%8d%e5%8b%99%ef%bc%9a%e6%95%b8%e4%bd%8d%e8%bd%89%e5%9e%8b%e4%b9%8b\/"},"modified":"2026-02-03T10:20:43","modified_gmt":"2026-02-03T10:20:43","slug":"smarter-labs-better-care-the-digital-transformation-journey","status":"publish","type":"acf_article","link":"https:\/\/labinsights.com\/zhtw\/management\/digital-transformation\/smarter-labs-better-care-the-digital-transformation-journey\/","title":{"rendered":"\u66f4\u8070\u660e\u7684\u5be6\u9a57\u5ba4\uff0c\u66f4\u512a\u8cea\u7684\u91ab\u7642\u670d\u52d9\uff1a\u6578\u4f4d\u8f49\u578b\u4e4b\u65c5"},"content":{"rendered":"<h2 style=\"font-family: Inter !important; font-weight: 500 !important; font-size: 28px !important; line-height: 36px !important; letter-spacing: 0px 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font-size: 28px !important; line-height: 36px !important; letter-spacing: 0px !important;\">5. 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style=\"font-family: Inter !important; font-weight: 500 !important; font-size: 28px !important; line-height: 36px !important; letter-spacing: 0px !important;\">7. 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36px !important; letter-spacing: 0px !important;\">\u5728\u81e8\u5e8a\u5be6\u9a57\u5ba4<\/h2>\n<p>\u9081\u5411\u6578\u4f4d\u5316\u7684\u771f\u6b63\u5f71\u97ff\u6578\u4f4d\u8f49\u578b\u53ef\u900f\u904e\u5f37\u5316\u5de5\u4f5c\u6d41\u7a0b\u3001\u63d0\u9ad8\u6e96\u78ba\u5ea6\u4ee5\u53ca\u652f\u63f4\u66f4\u597d\u7684\u6c7a\u7b56\u4f86\u91cd\u5851\u81e8\u5e8a\u5be6\u9a57\u5ba4 \u3002\u9019\u4e9b\u9032\u6b65\u5c0d\u6574\u500b\u91ab\u7642\u4fdd\u5065\u751f\u614b\u7cfb\u7d71\u7522\u751f\u4e86\u9023\u9396\u53cd\u61c9\uff0c\u4f7f\u60a3\u8005\u3001\u8b77\u7406\u4eba\u54e1\u548c\u5be6\u9a57\u5ba4\u5c08\u696d\u4eba\u54e1\u53d7\u76ca\u3002\u81ea\u52d5\u5316\u986f\u8457\u7e2e\u77ed\u4e86\u9031\u8f49\u6642\u9593\uff0c\u5728\u6025\u75c7\u79d1\u548c\u975e\u6025\u75c7\u79d1\uff0c\u5168\u5be6\u9a57\u5ba4\u81ea\u52d5\u5316\u4f7fSTAT\u5fc3\u808c\u808c\u9223\u86cb\u767dI\u6aa2\u6e2c\u6642\u9593\u7686\u7e2e\u77ed\u4e86\u8d85\u904e25% [9]\u3002\u81ea\u52d5\u5316\u7cfb\u7d71\u4e5f\u8b93\u55ae\u4e00\u6280\u8853\u4eba\u54e1\u80fd\u5920\u7ba1\u7406\u591a\u91cd\u7a0b\u5f0f\uff0c\u4f8b\u5982\u9ad8\u901a\u91cf\u514d\u75ab\u5206\u6790\u6cd5\u548c\u5206\u5b50\u8a3a\u65b7\u3002\u555f\u7528IoT\u7684\u5be6\u9a57\u5ba4\u63d0\u4f9b\u5373\u6642\u88dd\u7f6e\u76e3\u63a7\u548c\u8a66\u5291\u77ed\u7f3a\u8b66\u5831\uff0c\u5373\u4f7f\u5728\u5be6\u9a57\u5ba4\u6a13\u5c64\u54e1\u5de5\u6709\u9650\u7684\u60c5\u6cc1\u4e0b\uff0c\u4e5f\u80fd\u9632\u6b62\u4e2d\u65b7\u3002\u9664\u4e86\u6548\u7387\u4e4b\u5916\uff0c\u6578\u4f4d\u5316\u9084\u80fd\u6e1b\u5c11\u91cd\u8907\u6027\u5de5\u4f5c\u3001\u6700\u5927\u9650\u5ea6\u6e1b\u5c11\u5026\u6020\u611f\uff0c\u8b93\u5be6\u9a57\u5ba4\u5c08\u696d\u4eba\u54e1\u80fd\u5920\u5c08\u6ce8\u65bcAI\u9a45\u52d5\u7684\u8a3a\u65b7\u548c\u6a5f\u5668\u4eba\u5de5\u4f5c\u6d41\u7a0b\u7ba1\u7406\u7b49\u9ad8\u50f9\u503c\u89d2\u8272\uff0c\u9032\u800c\u89e3\u6c7a\u5de5\u4f5c\u4eba\u54e1\u9762\u81e8\u7684\u6311\u6230\u3002\u5728\u50cfCOVID-19\u75ab\u60c5\u9019\u6a23\u7684\u9ad8\u9700\u6c42\u6642\u671f\uff0c[10]\u81ea\u52d5\u5316\u8b93\u5be6\u9a57\u5ba4\u80fd\u5920\u5728\u6c92\u6709\u7acb\u5373\u589e\u52a0\u5de5\u4f5c\u4eba\u54e1\u7684\u60c5\u6cc1\u4e0b\u64f4\u5927\u904b\u71df\u898f\u6a21\u3002\u6e96\u78ba\u6027\u4ea6\u5f97\u5230\u6539\u5584\uff0cAI\u53ca\u81ea\u52d5\u5316\u6e1b\u5c0f\u4e86\u5be6\u9a57\u5ba4\u8aa4\u5dee\u4e14\u5e7e\u4e4e\u6d88\u9664\u4e86\u751f\u7269\u5371\u5bb3\u66b4\u9732\u3002[11] \u8209\u4f8b\u800c\u8a00\uff0c\u81ea\u52d5\u5316\u8840\u578b\u53ca\u6297\u9ad4\u6e2c\u8a66\u7cfb\u7d71\u53ef\u5c07\u932f\u8aa4\u6a5f\u6703\u964d\u81f3\u6700\u4f4e98%\u3002[12] \u81ea\u52d5\u5316\u53ca\u4eba\u70ba\u9a45\u52d5\u4e4b\u6d41\u7a0b\u6539\u9032\u5747\u5c0e\u81f4\u300c\u8a66\u7ba1\u4e2d\u932f\u8aa4\u8840\u6db2\u300d(WBIT)\u4e8b\u4ef6\u6e1b\u5c1110\u500d\uff0c\u4e14\u6a19\u672c\u932f\u8aa4\u6a19\u7c64\u6e1b\u5c1147%\u3002[13] \u6210\u672c\u6548\u76ca\u662f\u53e6\u4e00\u500b\u91cd\u8981\u7684\u512a\u52e2\uff0c\u56e0\u70ba\u81ea\u52d5\u5316\u53ef\u4ee5\u6700\u4f73\u5316\u8cc7\u6e90\u4f7f\u7528\u7387\uff0c\u4e26\u6d88\u9664\u591a\u9918\u7684\u7a0b\u5f0f\u3002\u7531\u81ea\u52d5\u5316\u6f14\u6f14\u7b97\u6cd5\u5f15\u5c0e\u7684\u53cd\u5c04\u6e2c\u8a66\u53ef\u9632\u6b62\u4e0d\u5fc5\u8981\u7684\u5f8c\u7e8c\u6e2c\u8a66\uff0c\u78ba\u4fdd\u50c5\u5728\u9700\u8981\u6642\u9032\u884c\u6602\u8cb4\u7684\u78ba\u8a8d\u6027\u8a3a\u65b7\u3002\u85c9\u7531\u6574\u5408\u81ea\u52d5\u5316\u3001AI\u53caIoT\uff0c\u81e8\u5e8a\u5be6\u9a57\u5ba4\u4e0d\u50c5\u5f37\u5316\u4e86\u7576\u524d\u7684\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4ea6\u5c07\u81ea\u8eab\u5b9a\u4f4d\u70ba\u66f4\u654f\u6377\u3001\u70ba\u672a\u4f86\u4f5c\u597d\u6e96\u5099\u7684\u91ab\u7642\u4fdd\u5065\u751f\u614b\u7cfb\u7d71\u3002<\/p>\n<figure style=\"width: 1720px\" class=\"wp-caption alignnone\"><img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-120217 size-full\" src=\"https:\/\/labinsights.com\/wp-content\/uploads\/2025\/02\/Smarter-Labs-Better-Care-The-Digital-Transformation-Journey_image-1.png\" alt=\"\" width=\"1720\" height=\"1146\" title=\"\" srcset=\"https:\/\/labinsights.com\/app\/uploads\/2025\/02\/Smarter-Labs-Better-Care-The-Digital-Transformation-Journey_image-1.png 1720w, https:\/\/labinsights.com\/app\/uploads\/2025\/02\/Smarter-Labs-Better-Care-The-Digital-Transformation-Journey_image-1-302x201.png 302w, https:\/\/labinsights.com\/app\/uploads\/2025\/02\/Smarter-Labs-Better-Care-The-Digital-Transformation-Journey_image-1-1024x682.png 1024w, https:\/\/labinsights.com\/app\/uploads\/2025\/02\/Smarter-Labs-Better-Care-The-Digital-Transformation-Journey_image-1-180x120.png 180w, https:\/\/labinsights.com\/app\/uploads\/2025\/02\/Smarter-Labs-Better-Care-The-Digital-Transformation-Journey_image-1-768x512.png 768w, https:\/\/labinsights.com\/app\/uploads\/2025\/02\/Smarter-Labs-Better-Care-The-Digital-Transformation-Journey_image-1-1536x1023.png 1536w\" sizes=\"(max-width: 1720px) 100vw, 1720px\" \/><figcaption class=\"wp-caption-text\">\u5716\uff1a\u5145\u5206\u6574\u5408\u7684\u6578\u4f4d\u89e3\u6c7a\u65b9\u6848\u53ef\u6539\u5584\u81e8\u5e8a\u5be6\u9a57\u5ba4\u6240\u6709\u968e\u6bb5\u7684\u5de5\u4f5c\u6d41\u7a0b\u3002[14]<\/figcaption><\/figure>\n<h2 style=\"font-family: Inter !important; font-weight: 500 !important; font-size: 28px !important; line-height: 36px !important; letter-spacing: 0px !important;\">\u5be6\u9a57\u5ba4\u7684\u4e0b\u4e00\u500b\u968e\u6bb5\uff1a\u66f4\u8070\u660e\u3001\u66f4\u5feb\u901f\u3001\u66f4\u6709\u6548\u7387<\/h2>\n<p>\u3002\u7a7f\u6234\u5f0f\u88dd\u7f6e\u548c\u690d\u5165\u5f0f\u88dd\u7f6e\u5be6\u73fe\u4e86\u6301\u7e8c\u76e3\u6e2c\uff0c\u5065\u5eb7\u6a5f\u5668\u4eba\u63a8\u52d5\u4e86\u4ee5\u60a3\u8005\u70ba\u4e2d\u5fc3\u7684\u8a3a\u65b7\uff0c\u5be6\u9a57\u5ba4\u6b63\u8655\u65bcDiagnostics 4.0 \u7684\u6838\u5fc3\u2014\u2014\u9019\u662f\u91ab\u7642\u6aa2\u6e2c\u7684\u4e0b\u4e00\u500b\u524d\u6cbf\u9818\u57df\u3002 [15] Diagnostics 4.0 \u878d\u5408\u4e86\u5148\u9032\u7684\u6578\u4f4d\u6280\u8853\u3001\u81ea\u52d5\u5316\u548c\u4eba\u5de5\u667a\u6167\uff0c\u5275\u5efa\u4e86\u4e92\u806f\u4e92\u901a\u3001\u5373\u6642\u4e14\u4ee5\u60a3\u8005\u70ba\u4e2d\u5fc3\u7684\u7cfb\u7d71\uff0c\u5f9e\u800c\u6539\u8b8a\u4e86\u91ab\u7642\u6c7a\u7b56\u7684\u88fd\u5b9a\u65b9\u5f0f\u3002\u96a8\u8457\u5be6\u9a57\u5ba4\u5f9e\u300c\u96b1\u85cf\u5f0f\u51a0\u8ecd\u300d\u6f14\u8b8a\u70ba\u6c7a\u7b56\u7684\u6838\u5fc3\u53c3\u8207\u8005\uff0c\u81e8\u5e8a\u91ab\u5e2b\u3001\u75c5\u60a3\u548c\u5be6\u9a57\u5ba4\u5c08\u696d\u4eba\u54e1\u4e4b\u9593\u7684\u5408\u4f5c\u5c07\u8b8a\u5f97\u8d8a\u4f86\u8d8a\u7dca\u5bc6\u3002<\/p>\n<h2 style=\"font-family: Inter !important; font-weight: 500 !important; font-size: 28px !important; line-height: 36px !important; letter-spacing: 0px !important;\"><strong>\u95dc\u9375\u91cd\u9ede\uff1a<\/strong><\/h2>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>\u6aa2\u9ad4\u6d41\u7a0b\u3001\u8cc7\u6599\u6d41\u7a0b\u548c\u4eba\u54e1\u6d41\u7a0b\u9019\u4e09\u8005\u9700\u8981\u5fae\u5999\u7684\u5e73\u8861\u3002\u5728\u6211\u5011\u7e7c\u7e8c\u5c0b\u6c42\u5275\u65b0\u65b9\u5f0f\u7684\u540c\u6642\uff0c\u5728\u6574\u500b\u5e73\u8861\u904e\u7a0b\u4e2d\u4fdd\u6301\u826f\u597d\u7684\u6cbb\u7406\u4f86\u6e90\u6642\uff0c\u5fc5\u9808\u5f9e\u7ba1\u7406\u6975\u5316\u7684\u89d2\u5ea6\u4f86\u7372\u53d6\u9019\u7a2e\u5e73\u8861\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>\u96a8\u8457\u5c0d\u901f\u5ea6\u3001\u6e96\u78ba\u5ea6\u548c\u6548\u7387\u7684\u9700\u6c42\u4e0d\u65b7\u589e\u52a0\uff0c\u5be6\u9a57\u5ba4\u6b63\u5728\u8fc5\u901f\u63a1\u7528\u6578\u4f4d\u6280\u8853\uff0c\u5982\u81ea\u52d5\u5316\u3001AI\u548cIoT\u3002\u9019\u7a2e\u8f49\u8b8a\u589e\u5f37\u4e86\u5de5\u4f5c\u6d41\u7a0b\uff0c\u6700\u4f73\u5316\u4e86\u8cc7\u6e90\uff0c\u4e26\u652f\u63f4\u66f4\u597d\u7684\u81e8\u5e8a\u6c7a\u7b56\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>\u81ea\u52d5\u5316\u7cfb\u7d71\u53ef\u6e1b\u5c11\u9031\u8f49\u6642\u9593\u3001\u6e1b\u5c11\u932f\u8aa4\u4e26\u6700\u4f73\u5316\u5be6\u9a57\u5ba4\u5de5\u4f5c\u6d41\u7a0b\u3002\u5982\u6b64\u4e00\u4f86\uff0c\u5be6\u9a57\u5ba4\u5c08\u696d\u4eba\u54e1\u4fbf\u80fd\u5c08\u6ce8\u65bc\u8907\u96dc\u7684\u8a3a\u65b7\uff0c\u800c\u975e\u4f8b\u884c\u5de5\u4f5c\uff0c\u9032\u800c\u63d0\u5347\u6574\u9ad4\u751f\u7522\u529b\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>AI\u9a45\u52d5\u4e4b\u5206\u6790\u3001IoT\u555f\u7528\u4e4b\u76e3\u6e2c\u53ca\u5927\u8cc7\u6599\u89e3\u6c7a\u65b9\u6848\u53ef\u589e\u5f37\u9810\u6e2c\u6027\u8a3a\u65b7\u3001\u9632\u6b62\u88dd\u7f6e\u6545\u969c\u4e26\u78ba\u4fdd\u5373\u6642\u8cc7\u6599\u53ef\u5b58\u53d6\u6027\u3002\u9019\u4e9b\u5de5\u5177\u53ef\u6539\u5584\u6c7a\u7b56\uff0c\u540c\u6642\u964d\u4f4e\u6210\u672c\u8207\u8cc7\u6e90\u6d6a\u8cbb\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>\u900f\u904e\u81ea\u52d5\u5316\u91cd\u8907\u6027\u5de5\u4f5c\uff0c\u5be6\u9a57\u5ba4\u53ef\u6e1b\u8f15\u54e1\u5de5\u7684\u5026\u6020\uff0c\u4e26\u63d0\u4f9b\u6a5f\u6703\u63d0\u5347\u4eba\u5de5\u667a\u6167\u9a45\u52d5\u8a3a\u65b7\u548c\u6a5f\u5668\u4eba\u6280\u8853\u7684\u6280\u80fd\u3002\u5982\u6b64\u53ef\u78ba\u4fdd\u64c1\u6709\u719f\u7df4\u7684\u54e1\u5de5\uff0c\u96a8\u6642\u6e96\u5099\u597d\u7ba1\u7406\u65b0\u4e00\u4ee3\u7684\u5be6\u9a57\u5ba4\u6280\u8853\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>\u5be6\u9a57\u5ba4\u8655\u65bcDiagnostics 4.0\u7684\u6838\u5fc3\uff0c\u6574\u5408\u7a7f\u6234\u5f0f\u88dd\u7f6e\u3001AI\u53ca\u96f2\u7aef\u904b\u7b97\u4ee5\u5efa\u7acb\u4ee5\u60a3\u8005\u70ba\u4e2d\u5fc3\u7684\u5373\u6642\u8a3a\u65b7\u3002\u9019\u9805\u9032\u5316\u5f37\u5316\u4e86\u81e8\u5e8a\u91ab\u5e2b\u3001\u5be6\u9a57\u5ba4\u548c\u75c5\u60a3\u4e4b\u9593\u7684\u5408\u4f5c\uff0c\u70ba\u66f4\u8070\u660e\u3001\u66f4\u5feb\u901f\u3001\u66f4\u500b\u4eba\u5316\u7684\u91ab\u7642\u7167\u8b77\u92ea\u5e73\u4e86\u9053\u8def\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><em>\u53c3\u8003\u6587\u737b<\/em> <\/p>\n<p><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S0740257007000500\" target=\"_blank\" rel=\"noopener\">[1] <\/a>Lewandrowski\uff0cK.B., Makar, R.S. &amp; Dighe, A.S., 2007. Medicolegal liability in laboratory medicine.<em>Seminars in diagnostic pathology, <\/em>24(2), pp. 98-107.<br \/>\n<a href=\"https:\/\/www.mordorintelligence.com\/industry-reports\/digital-health-market\" target=\"_blank\" rel=\"noopener\">[2] <\/a>Intelligence, M., n.d. <em>Digital Health Market &#8211; Growth, Trends, COVID-19 Impact, and Forecasts (2024 &#8211; 2030).<\/em>[\u7dda\u4e0a]\u8acb\u9020\u8a2a\uff1a <u>https:\/\/www.mordorintelligence.com\/industry-reports\/digital-health-market<\/u> [\u6aa2\u7d22\u65e5\u671f\uff1a2025\u5e742\u670818\u65e5]\u3002<br \/>\n<a href=\"https:\/\/www.mdpi.com\/2227-9032\/9\/6\/739\" target=\"_blank\" rel=\"noopener\">[3]<\/a> Tim\u00f3teo, M.et al., 2021. Digital Management Systems in Academic Health Sciences Laboratories: A Scoping Review.<em>Healthcare<\/em>, 9(6), p. 739, https:\/\/doi.org\/10.3390\/healthcare9060739.<br \/>\n<a href=\"https:\/\/journals.plos.org\/ploscompbiol\/article?id=10.1371\/journal.pcbi.1012170\" target=\"_blank\" rel=\"noopener\">[4] <\/a>Vandendorpe, Justine, et al. &#8220;Ten Simple Rules for Implementing Electronic Lab Notebooks (ELNs).&#8221;<em>PLOS Computational Biology<\/em>, vol. 20, no. 6, 2024, p. e1012170, https:\/\/doi.org\/10.1371\/journal.pcbi.1012170.<br \/>\n<a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2472630322016065?via%3Dihub\" target=\"_blank\" rel=\"noopener\">[5]<\/a> Machina, Hari K., and David J.Wild.&#8221;Laboratory Informatics Tools Integration Strategies for Drug Discovery.&#8221;<em>Journal of Laboratory Automation<\/em>, 2012, https:\/\/doi.org\/10.1177\/2211068212454852.<br \/>\n<a href=\"https:\/\/www.ijirct.org\/download.php?a_pid=2502005\" target=\"_blank\" rel=\"noopener\">[6]<\/a> Doddapaneni, Jagan Mohan Rao.&#8221;Enhancing Laboratory Efficiency and Compliance: A Comprehensive Approach to Scientific Data Management System (SDMS) Integration with LIMS.&#8221;<em>International Journal of Innovative Research and Creative Technology<\/em>, vol. 10, no. 5, 2024, pp. 1-10. IJIRCT, ISSN: 2454-5988.<br \/>\n<a href=\"https:\/\/bmcbioinformatics.biomedcentral.com\/articles\/10.1186\/s12859-022-04926-1\" target=\"_blank\" rel=\"noopener\">[7]<\/a> Wen, X., Leng, P., Wang, J.et al. Clinlabomics: leveraging clinical laboratory data by data mining strategies.BMC Bioinformatics 23, 387 (2022). https:\/\/doi.org\/10.1186\/s12859-022-04926-1<br \/>\n<a href=\"https:\/\/marketing.pistoiaalliance.org\/hubfs\/Lab%20Of%20The%20Future%20Reports\/Lab%20Of%20The%20Future%20Survey%20Results%202024%20.pdf\" target=\"_blank\" rel=\"noopener\">[8]<\/a>Alliance, P., 2024. <em>Lab of the Future Survey Results 2024. <\/em>[\u7dda\u4e0a]\u8acb\u9020\u8a2a\uff1a <u style=\"word-wrap: break-word; white-space: normal;\"> https:\/\/marketing.pistoiaalliance.org\/hubfs\/Lab%20Of%20The%20Future%20Reports\/Lab%20Of%20The%20Future%20Survey%20Results%202024%20.pdf<\/u> [\u6aa2\u7d22\u65e5\u671f\uff1a2025\u5e742\u670818\u65e5]\u3002<br \/>\n<a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2472630322014005?via%3Dihub\" target=\"_blank\" rel=\"noopener\">[9]<\/a> Ialongo, Cristiano, et al. &#8220;Total Automation for the Core Laboratory: Improving the Turnaround Time Helps to Reduce the Volume of Ordered STAT Tests.&#8221;<em>SLAS Technology<\/em>, vol. 21, no. 3, 2016, pp. 451-458, https:\/\/doi.org\/10.1177\/2211068215581488.<br \/>\n<a href=\"https:\/\/link.springer.com\/article\/10.1007\/s00449-021-02674-9\" target=\"_blank\" rel=\"noopener\">[10]<\/a> Lu, J., Fan, W., Huang, Z.et al. Automatic system for high-throughput and high-sensitivity diagnosis of SARS-CoV-2.<em> Bioprocess Biosyst Eng<\/em> 45\uff0c503-514 (2022)\u2026\u2026https:\/\/doi.org\/10.1007\/s00449-021-02674-9<br \/>\n<a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0009898109001454?via%3Dihub\" target=\"_blank\" rel=\"noopener\">[11]<\/a> Da Rin G.Pre-analytical workstations: a tool for reducing laboratory errors.<em>Clin Chim Acta.<\/em> 2009;404(1):68-74. doi: 10.1016\/j.cca.2009.03.024<br \/>\n<a href=\"https:\/\/onlinelibrary.wiley.com\/doi\/10.1111\/j.1537-2995.2012.03816.x\" target=\"_blank\" rel=\"noopener\">[12]<\/a> South, Susan F., et al. &#8220;Exponential Error Reduction in Pretransfusion Testing with Automation.&#8221;<em>Transfusion<\/em>\uff0col. 52, no. 8, 2012, pp. 81S-87S, https:\/\/doi.org\/10.1111\/j.1537-2995.2012.03816.x.<br \/>\n<a href=\"https:\/\/academic.oup.com\/ajcp\/article\/158\/2\/212\/6550833?login=true\" target=\"_blank\" rel=\"noopener\">[13]<\/a>\u00a0Passwater, M.et al., 2022. Adding Automation and Independent Dual Verification to Reduce Wrong Blood in Tube (WBIT) Events.<em>American Journal of Clinical Pathology<\/em>, 158(2), pp. 212-215. doi: 10.1093\/ajcp\/aqac031<br \/>\n<a href=\"https:\/\/onlinelibrary.wiley.com\/doi\/10.1002\/ila2.9\" target=\"_blank\" rel=\"noopener\">[14]<\/a> Huang, Wenjie, et al. &#8220;Clinical Application of Intelligent Technologies and Integration in Medical Laboratories.&#8221;<em>ILABMED<\/em>, vol. 1, no. 1, 2023, pp. 82-91, https:\/\/doi.org\/10.1002\/ila2.9<br \/>\n<a href=\"https:\/\/www.degruyter.com\/document\/doi\/10.1515\/cclm-2018-1088\/html\" target=\"_blank\" rel=\"noopener\">[15]<\/a> Neumaier M., &#8220;Diagnostics 4.0: the medical laboratory in digital health.&#8221;<em>Clinical Chemistry and Laboratory Medicine (CCLM).\u00a0<\/em>2019;57(3):343-348. doi:10.1515\/cclm-2018-1088<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f15\u8a00 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IoMT\u548cIoLT\u7684\u4e92\u9023\u6027\u8cea\u4fc3\u9032\u4e86\u95dc\u9375\u8cc7\u6599\u7684\u6301\u7e8c\u6d41\u52d5\uff0c\u5f9e\u800c\u5be6\u73fe\u66f4\u7a4d\u6975\u7684\u91ab\u7642\u4fdd\u5065\u548c\u5be6\u9a57\u5ba4\u7ba1\u7406\u3002\u555f\u7528IoMT\u4e4b\u88dd\u7f6e\u50b3\u8f38\u5373\u6642\u60a3\u8005\u5065\u5eb7\u8cc7\u6599\u4e26\u4fc3\u9032\u9060\u7aef\u8a3a\u65b7\u53ca\u9060\u7aef\u91ab\u7642\u61c9\u7528\u7a0b\u5f0f\u3002\u540c\u6642\uff0cIoLT\u85c9\u7531AI\u9a45\u52d5\u7684\u5206\u6790\uff0c\u78ba\u4fdd\u6700\u4f73\u7684\u5100\u5668\u6548\u80fd\u3001\u6e1b\u5c11\u505c\u6a5f\u6642\u9593\u4e26\u589e\u5f37\u9810\u6e2c\u6027\u7dad\u8b77\u3002\u7e3d\u4e4b\uff0c\u9019\u4e9b\u7cfb\u7d71\u53ef\u4ee5\u5728\u81e8\u5e8a\u74b0\u5883\u4e2d\u5be6\u73fe\u66f4\u7cbe\u78ba\u3001\u66f4\u53ca\u6642\u4e14\u8cc7\u6599\u9a45\u52d5\u7684\u6c7a\u7b56\u3002\u4f8b\u5982\uff0cIoMT\u7a7f\u6234\u5f0f\u88dd\u7f6e\u5c07\u8461\u8404\u7cd6\u6216\u5fc3\u7387\u8cc7\u6599\u5f9e\u60a3\u8005\u4e32\u6d41\u5230\u5be6\u9a57\u5ba4\u4ee5\u9032\u884c\u5373\u6642\u5206\u6790\uff0c\u800c\u555f\u7528IoLT\u7684\u88dd\u7f6e\u5728\u9700\u8981\u7dad\u8b77\u6216\u4f9b\u61c9\u4e0d\u8db3\u6642\u63d0\u9192\u5be6\u9a57\u5ba4\u7ba1\u7406\u54e1\u3002 3. \u8cc7\u8a0a\u7cfb\u7d71 \u5982\u5be6\u9a57\u5ba4\u8cc7\u8a0a\u7ba1\u7406\u7cfb\u7d71(Laboratory Information Management Systems\uff0cLIMS)\u548c\u96fb\u5b50\u5be6\u9a57\u5ba4\u7b46\u8a18\u578b\u96fb\u8166(Electronic Lab Notebooks\uff0cELN)\u7b49\u8cc7\u8a0a\u7cfb\u7d71\u662f\u5c08\u696d\u7684\u8edf\u9ad4\u5e73\u53f0\u3002\u5b83\u5011\u5f4c\u5408\u4e86\u539f\u59cb\u8cc7\u6599\u8207\u5be6\u7528\u6d1e\u5bdf\u4e4b\u9593\u7684\u5dee\u8ddd\uff0c\u5141\u8a31\u8de8\u90e8\u9580\u7121\u7e2b\u6574\u5408\u8cc7\u6599\u3002LIMS [3]\u4f7f\u5de5\u4f5c\u6d41\u7a0b\u6a19\u6e96\u5316\uff0c\u78ba\u4fdd\u7b26\u5408\u76e3\u7ba1\u8981\u6c42\u548c\u6a23\u672c\u7684\u53ef\u8ffd\u6eaf\u6027\u3002\u53e6\u4e00\u65b9\u9762\uff0cELN [4]\u53ef\u85c9\u7531\u5c07\u5be6\u9a57\u5ba4\u6a94\u6848\u6578\u4f4d\u5316\u3001\u4fc3\u9032\u5373\u6642\u5408\u4f5c\u4ee5\u53ca\u6539\u5584\u8cc7\u6599\u6aa2\u7d22\u53ca\u518d\u73fe\u6027\u4f86\u589e\u5f37\u7814\u7a76\u6548\u7387\u3002 4. \u79d1\u5b78\u8cc7\u6599\u7ba1\u7406\u7cfb\u7d71(SDMS) SDMS\u89e3\u6c7a\u65b9\u6848[5]\u9664\u4e86\u7c21\u55ae\u7684\u8cc7\u6599\u5132\u5b58\u4e4b\u5916\uff0c\u9084\u63d0\u4f9b\u667a\u6167\u578b\u8cc7\u6599\u7d50\u69cb\u5316\uff0c\u5be6\u73fe\u66f4\u6709\u6548\u7684\u64f7\u53d6\u548c\u89e3\u8b80\u3002\u9019\u4e9b\u7cfb\u7d71\u900f\u904e\u63d0\u4f9b\u81ea\u52d5\u7a3d\u6838\u8ffd\u8e64\u3001\u7248\u672c\u63a7\u5236\u548c\u96fb\u5b50\u7c3d\u7ae0\uff0c\u78ba\u4fdd[6]\u7b26\u5408\u826f\u597d\u5be6\u9a57\u5ba4\u898f\u7bc4(GLP)\u548c\u6cd5\u898f\u8981\u6c42\u3002\u96a8\u8457\u5be6\u9a57\u5ba4\u7522\u751f\u7684\u8cc7\u6599\u91cf\u5448\u6307\u6578\u7d1a\u589e\u52a0\uff0cSDMS\u5f37\u5316\u4e86\u8cc7\u6599\u7ba1\u7406\uff0c\u4f7f\u6a19\u6e96\u5316\u5354\u5b9a\u3001\u5f37\u5236\u57f7\u884c\u54c1\u8cea\u63a7\u5236\u53ca\u63a8\u52d5\u66f4\u53ef\u9760\u7684\u7814\u7a76\u7d50\u679c\u66f4\u52a0\u5bb9\u6613\u3002 5. \u96f2\u7aef\u904b\u7b97 \uff1a\u96f2\u7aef\u57fa\u790e\u5efa\u8a2d\u5fb9\u5e95\u6539\u8b8a\u4e86\u5be6\u9a57\u5ba4\u7ba1\u7406\u548c\u5b58\u53d6\u8cc7\u6599\u7684\u65b9\u5f0f\uff0c\u6253\u7834\u4e86\u5404\u81ea\u70ba\u653f\u7684\u6a21\u5f0f\uff0c\u5be6\u73fe\u4e86\u5b89\u5168\u3001\u53ef\u64f4\u5145\u7684\u5132\u5b58\u3002\u96f2\u7aef\u5e73\u53f0\u4fc3\u9032\u5730\u7406\u4e0a\u5206\u6563\u7684\u5718\u968a\u4e4b\u9593\u7684\u5373\u6642\u5408\u4f5c\uff0c\u78ba\u4fdd\u591a\u4e2d\u5fc3\u81e8\u5e8a\u8a66\u9a57\u3001\u5168\u7403\u7814\u7a76\u8a08\u756b\u53ca\u8de8\u8077\u80fd\u8a3a\u65b7\u7684\u9806\u66a2\u8cc7\u6599\u4ea4\u63db\u3002\u96f2\u7aef\u904b\u7b97\u63a1\u7528\u589e\u5f37\u7684\u5b89\u5168\u63aa\u65bd\uff0c\u4f8b\u5982\u52a0\u5bc6\u548c\u89d2\u8272\u5f0f\u5b58\u53d6\u63a7\u5236\uff0c\u4e5f\u5f37\u5316\u4e86\u8cc7\u6599\u5b8c\u6574\u6027\uff0c\u540c\u6642\u964d\u4f4e\u4e86IT\u7d93\u5e38\u6027\u6210\u672c\u3002 6. \u5927\u8cc7\u6599\u5206\u6790 \u5927\u8cc7\u6599\u5de5\u5177\u53ef\u5206\u6790\u5927\u91cf\u5be6\u9a57\u5ba4\u548c\u81e8\u5e8a\u8cc7\u6599\uff0c\u4ee5\u8fa8\u8b58\u6a21\u5f0f\u3001\u8da8\u52e2\u548c\u53ef\u64cd\u4f5c\u7684\u898b\u89e3\u3002\u5b83\u5011\u652f\u63f4\u7528\u65bc\u66f4\u597d\u8a3a\u65b7\u548c\u6cbb\u7642\u7d50\u679c\u7684\u9810\u6e2c\u6a21\u578b\u3002\u4f5c\u70ba\u5927\u8cc7\u6599\u6f14\u5316\u7684\u4e0b\u4e00\u6b65\uff0c\u81e8\u5e8a\u5be6\u9a57\u5ba4\u5b78[7]\u662f\u5c07\u81e8\u5e8a\u5be6\u9a57\u5ba4\u8cc7\u6599\u8207AI\u76f8\u7d50\u5408\u7684\u65b0\u9818\u57df\uff0c\u4ee5\u64f7\u53d6\u66f4\u6df1\u5165\u7684\u8a3a\u65b7\u548c\u6cbb\u7642\u898b\u89e3\u3002\u8207\u7528\u65bc\u6210\u50cf\u7684\u653e\u5c04\u7d44\u5b78\u4e00\u6a23\uff0c\u81e8\u5e8a\u5be6\u9a57\u5ba4\u61c9\u7528\u9ad8\u901a\u91cf\u65b9\u6cd5\u53ca\u6a5f\u5668\u5b78\u7fd2\u4f86\u5206\u6790\u4f86\u81ea\u8840\u6db2\u3001\u9ad4\u6db2\u53ca\u5176\u4ed6\u6a23\u54c1\u7684\u8cc7\u6599\u3002\u9019\u7a2e\u65b9\u6cd5\u63ed\u793a\u4e86\u5be6\u9a57\u5ba4\u7d50\u679c\u4e2d\u7684\u96b1\u85cf\u6a21\u5f0f\u548c\u8cc7\u8a0a\uff0c\u5f9e\u800c\u5be6\u73fe\u66f4\u7cbe\u78ba\u7684\u8a3a\u65b7\u548c\u500b\u4eba\u5316\u7167\u8b77\u3002 7. \u4eba\u5de5\u667a\u6167(AI)\u53ca\u6a5f\u5668\u5b78\u7fd2 \u6700\u8fd1\u7684\u4e00\u9805\u8abf\u67e5\u767c\u73fe\uff0c60%\u7684\u751f\u547d\u79d1\u5b78[8]\u516c\u53f8\u8a08\u756b\u5728\u672a\u4f86\u5169\u5e74\u5167\u6295\u8cc7AI\u53ca\u6a5f\u5668\u5b78\u7fd2\u6280\u8853\u3002\u9019\u662f\u7531\u4eba\u5de5\u667a\u6167\u6700\u4f73\u5316\u6d41\u7a0b\u3001\u6aa2\u6e2c\u7570\u5e38\u548c\u5be6\u73fe\u9810\u6e2c\u5206\u6790\u4e4b\u80fd\u529b\u6240\u9a45\u52d5\u3002\u6a5f\u5668\u5b78\u7fd2\u85c9\u7531\u5141\u8a31\u7cfb\u7d71\u57fa\u65bc\u8cc7\u6599\u8f38\u5165\u4e0d\u65b7\u6539\u9032\u4f86\u9032\u4e00\u6b65\u589e\u5f37\u9019\u4e9b\u80fd\u529b\u3002\u8fd1\u5e74\u4f86\uff0c\u96a8\u8457\u9019\u4e9b\u5de5\u5177\u7684\u8208\u8d77\uff0c\u5b83\u5011\u5982\u4f55\u8f49\u5316\u70ba\u73fe\u5be6\u4e16\u754c\u7684\u76ca\u8655\uff1f\u8b93\u6211\u5011\u4ed4\u7d30\u770b\u770b\u3002 \u5728\u81e8\u5e8a\u5be6\u9a57\u5ba4 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[9]\u3002\u81ea\u52d5\u5316\u7cfb\u7d71\u4e5f\u8b93\u55ae\u4e00\u6280\u8853\u4eba\u54e1\u80fd\u5920\u7ba1\u7406\u591a\u91cd\u7a0b\u5f0f\uff0c\u4f8b\u5982\u9ad8\u901a\u91cf\u514d\u75ab\u5206\u6790\u6cd5\u548c\u5206\u5b50\u8a3a\u65b7\u3002\u555f\u7528IoT\u7684\u5be6\u9a57\u5ba4\u63d0\u4f9b\u5373\u6642\u88dd\u7f6e\u76e3\u63a7\u548c\u8a66\u5291\u77ed\u7f3a\u8b66\u5831\uff0c\u5373\u4f7f\u5728\u5be6\u9a57\u5ba4\u6a13\u5c64\u54e1\u5de5\u6709\u9650\u7684\u60c5\u6cc1\u4e0b\uff0c\u4e5f\u80fd\u9632\u6b62\u4e2d\u65b7\u3002\u9664\u4e86\u6548\u7387\u4e4b\u5916\uff0c\u6578\u4f4d\u5316\u9084\u80fd\u6e1b\u5c11\u91cd\u8907\u6027\u5de5\u4f5c\u3001\u6700\u5927\u9650\u5ea6\u6e1b\u5c11\u5026\u6020\u611f\uff0c\u8b93\u5be6\u9a57\u5ba4\u5c08\u696d\u4eba\u54e1\u80fd\u5920\u5c08\u6ce8\u65bcAI\u9a45\u52d5\u7684\u8a3a\u65b7\u548c\u6a5f\u5668\u4eba\u5de5\u4f5c\u6d41\u7a0b\u7ba1\u7406\u7b49\u9ad8\u50f9\u503c\u89d2\u8272\uff0c\u9032\u800c\u89e3\u6c7a\u5de5\u4f5c\u4eba\u54e1\u9762\u81e8\u7684\u6311\u6230\u3002\u5728\u50cfCOVID-19\u75ab\u60c5\u9019\u6a23\u7684\u9ad8\u9700\u6c42\u6642\u671f\uff0c[10]\u81ea\u52d5\u5316\u8b93\u5be6\u9a57\u5ba4\u80fd\u5920\u5728\u6c92\u6709\u7acb\u5373\u589e\u52a0\u5de5\u4f5c\u4eba\u54e1\u7684\u60c5\u6cc1\u4e0b\u64f4\u5927\u904b\u71df\u898f\u6a21\u3002\u6e96\u78ba\u6027\u4ea6\u5f97\u5230\u6539\u5584\uff0cAI\u53ca\u81ea\u52d5\u5316\u6e1b\u5c0f\u4e86\u5be6\u9a57\u5ba4\u8aa4\u5dee\u4e14\u5e7e\u4e4e\u6d88\u9664\u4e86\u751f\u7269\u5371\u5bb3\u66b4\u9732\u3002[11] \u8209\u4f8b\u800c\u8a00\uff0c\u81ea\u52d5\u5316\u8840\u578b\u53ca\u6297\u9ad4\u6e2c\u8a66\u7cfb\u7d71\u53ef\u5c07\u932f\u8aa4\u6a5f\u6703\u964d\u81f3\u6700\u4f4e98%\u3002[12] \u81ea\u52d5\u5316\u53ca\u4eba\u70ba\u9a45\u52d5\u4e4b\u6d41\u7a0b\u6539\u9032\u5747\u5c0e\u81f4\u300c\u8a66\u7ba1\u4e2d\u932f\u8aa4\u8840\u6db2\u300d(WBIT)\u4e8b\u4ef6\u6e1b\u5c1110\u500d\uff0c\u4e14\u6a19\u672c\u932f\u8aa4\u6a19\u7c64\u6e1b\u5c1147%\u3002[13] 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\u3002\u7a7f\u6234\u5f0f\u88dd\u7f6e\u548c\u690d\u5165\u5f0f\u88dd\u7f6e\u5be6\u73fe\u4e86\u6301\u7e8c\u76e3\u6e2c\uff0c\u5065\u5eb7\u6a5f\u5668\u4eba\u63a8\u52d5\u4e86\u4ee5\u60a3\u8005\u70ba\u4e2d\u5fc3\u7684\u8a3a\u65b7\uff0c\u5be6\u9a57\u5ba4\u6b63\u8655\u65bcDiagnostics 4.0 \u7684\u6838\u5fc3\u2014\u2014\u9019\u662f\u91ab\u7642\u6aa2\u6e2c\u7684\u4e0b\u4e00\u500b\u524d\u6cbf\u9818\u57df\u3002 [15] Diagnostics 4.0 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