{"id":146390,"date":"2021-03-01T03:25:34","date_gmt":"2021-03-01T03:25:34","guid":{"rendered":"https:\/\/labinsights.com\/acf_article\/%ec%9e%84%ec%83%81-%ea%b2%80%ec%82%ac%ec%8b%a4%ec%9d%98-ai-%ea%b7%9c%ec%a0%9c%ec%a0%81-%ed%95%a8%ec%9d%98%eb%8a%94-%eb%ac%b4%ec%97%87%ec%9d%b8%ea%b0%80\/"},"modified":"2026-02-18T15:38:15","modified_gmt":"2026-02-18T15:38:15","slug":"ai-in-the-clinical-lab-what-are-the-regulatory-implications","status":"publish","type":"acf_article","link":"https:\/\/labinsights.com\/ko\/management\/healthcare-transformation\/ai-in-the-clinical-lab-what-are-the-regulatory-implications\/","title":{"rendered":"\uc784\uc0c1 \uac80\uc0ac\uc2e4\uc758 AI: \uaddc\uc81c\uc801 \ud568\uc758\ub294 \ubb34\uc5c7\uc778\uac00?"},"content":{"rendered":"<p class=\"text-align-justify\">2018\ub144 \uc774\ud6c4, FDA\ub294 \uc778\uacf5 \uc9c0\ub2a5(Artificial Intelligence, AI) \uae30\ubc18 \uc758\ub8cc \uae30\uae30\uc5d0 \ub300\ud55c \uc2b9\uc778\uc744 \uc810\ucc28 \ud655\ub300\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \uc784\uc0c1 \uac80\uc0ac\uc2e4\uc5d0\uc11c \uc0ac\uc6a9\ub418\uac70\ub098 \uc784\uc0c1 \uac80\uc0ac\uc2e4 \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud560 \uc218 \uc788\ub294 \ub2e4\uc591\ud55c AI \uc54c\uace0\ub9ac\uc998\uc774 \ud3ec\ud568\ub418\uba70, \uadf8 \uc218\uac00 \uc810\uc810 \ub298\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p class=\"text-align-justify\">AI\ub294 \uae30\uc220\uc758 \ud22c\uba85\uc131\uacfc \uc124\uba85 \uac00\ub2a5\uc131\uc5d0 \ub300\ud55c \uc6b0\ub824\ub85c \uc778\ud574 \uaddc\uc81c \ub2f9\uad6d\uc758 \uc8fc\ubaa9\uc744 \ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 AI\ub97c \uc0ac\uc6a9\ud558\ub294 \ubaa8\ub4e0 \ubcf4\uac74 \uc758\ub8cc \uc81c\ud488\uc5d0 \uc758\ub8cc\uc801 \ubaa9\uc801\uc774 \uc788\uac70\ub098, \ud658\uc790\uc5d0\uac8c \ud070 \uc704\ud5d8\uc744 \ucd08\ub798\ud558\ub294 \uac83\uc740 \uc544\ub2d9\ub2c8\ub2e4. \uc0dd\uba85\uc744 \uad6c\ud558\uace0 \ud658\uc790 \uce58\ub8cc \uacb0\uacfc\ub97c \uac1c\uc120\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\ub294 \uc774\ub7ec\ud55c \uc81c\ud488\uc774 \uc548\uc804\ud558\uace0 \uc801\uc808\ud558\uac8c \uc0ac\uc6a9\ub418\ub3c4\ub85d \ud558\ub824\uba74 \uc704\ud5d8 \uae30\ubc18\uc758 \uaddc\uc81c \uc811\uadfc \ubc29\uc2dd\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n<h2 class=\"text-align-justify\" style=\"font-family: Inter !important; font-weight: 500 !important; font-size: 28px !important; line-height: 36px !important; letter-spacing: 0px !important;\">\uc138 \uac00\uc9c0 \uc720\ud615\uc758 AI<\/h3>\n<p class=\"text-align-justify\">AI \uae30\ubc18 \uc54c\uace0\ub9ac\uc998\uc740 \ubcf4\uac74 \uc758\ub8cc \uc758\uc0ac \uacb0\uc815\uc5d0 \uc778\uac04\uc774 \uac1c\uc785\ud558\ub294 \uc815\ub3c4\uc5d0 \ub530\ub77c \ubcf4\uc870\ud615, \uc790\ub3d9\ud615, \uc790\uc728\ud615\uc758 \uc138 \uac00\uc9c0 \ubc94\uc8fc\ub85c \ub098\ub20c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li class=\"text-align-justify\">\ubcf4\uc870\ud615 AI &#8211; \ubcf4\uac74 \uc758\ub8cc \uc804\ubb38\uac00(Healthcare Professional, HCP)\uac00 \uc784\uc0c1 \uad00\ub9ac\ub97c \uc548\ub0b4\ud558\uac70\ub098 \uc8fc\ub3c4\ud558\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<li class=\"text-align-justify\">\uc790\ub3d9\ud615 AI &#8211; HCP\uac00 AI\uc758 \uacb0\uc815\uc744 \uc2b9\uc778\ud558\uac70\ub098 \ubb34\uc2dc\ud560 \uc218 \uc788\ub294 \uac00\ub2a5\uc131\uc744 \ub450\uace0 \ud658\uc790\ub97c \uce58\ub8cc\ud558\uac70\ub098 \uc9c4\ub2e8\ud569\ub2c8\ub2e4.<\/li>\n<li class=\"text-align-justify\">\uc790\uc728\ud615 AI &#8211; HCP\uc758 \uac80\ud1a0 \uc5c6\uc774 \uc644\uc804\ud788 \ub3c5\ub9bd\uc801\uc73c\ub85c \ud658\uc790\ub97c \uce58\ub8cc\ud558\uac70\ub098 \uc9c4\ub2e8\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n<p class=\"text-align-justify\">AI \uae30\ubc18 \uc81c\ud488\uc774 \uc810\uc810 \ub354 \uc790\uc728\uc131\uc744 \uac16\ucd94\uace0 \ub354 \uc911\ub300\ud55c \uc9c8\ud658\uc5d0 \uc801\uc6a9\ub428\uc5d0 \ub530\ub77c \ud658\uc790 \uc548\uc804\uc5d0 \ub354 \ud070 \uc704\ud5d8\uc744 \ucd08\ub798\ud558\uac8c \ub418\ubbc0\ub85c \ub354 \ub192\uc740 \uc218\uc900\uc758 \uc2e0\ub8b0\uac00 \uc694\uad6c\ub41c\ub2e4\uace0 International Medical Device Regulators Forum(IMDRF)\uc740 \ubc1d\ud614\uc2b5\ub2c8\ub2e4. \uc758\ub8cc \uae30\uae30\uc758 \uc815\uc758\ub97c \ucda9\uc871\ud558\ub294 \uc81c\ud488\uc758 \uacbd\uc6b0, \ub354 \uace0\uc704\ud5d8 \uc81c\ud488\uc73c\ub85c \ubd84\ub958\ub418\ubbc0\ub85c \ub354 \ub9ce\uc740 \uad00\ub9ac\uc640 \uaddc\uc81c\uac00 \ud544\uc694\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p class=\"text-align-center\"><em><strong>IMDRF\uc758 AI \uae30\ubc18 \ub514\uc9c0\ud138 \ubcf4\uac74 \uc758\ub8cc \uc81c\ud488 \uc704\ud5d8 \ubd84\ub958<\/strong><\/em><\/p>\n<p class=\"text-align-justify\">\uc758\ub8cc \ubaa9\uc801\uc758 AI \uae30\ubc18 \uc81c\ud488\uc5d0 \ub300\ud55c \uc704\ud5d8 \ubd84\ub958\uc640 \uc801\uaca9\uc131\uc740 <a href=\"https:\/\/labinsights.com\/ko\/management\/healthcare-transformation\/how-digital-health-regulations-can-impact-clinical-labs\/\">\ub514\uc9c0\ud138 \ubcf4\uac74 \uc758\ub8cc \uaddc\uc81c\uc5d0\uc11c \ud575\uc2ec \uc815\ucc45 \uc601\uc5ed\uc785\ub2c8\ub2e4<\/a>. \ub530\ub77c\uc11c \uc9c0\uce68\uacfc \uad00\ud589\uc740 \ub04a\uc784\uc5c6\uc774 \ubcc0\ud654\ud558\uace0 \uc788\uc73c\uba70 \uc774\ub97c \uba74\ubc00\ud788 \ucd94\uc801\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<h3 class=\"text-align-justify\" style=\"font-family: Inter !important; font-weight: 500 !important; font-size: 24px !important; line-height: 32px !important; letter-spacing: 0px !important;\">\uc784\uc0c1 \uac80\uc0ac\uc2e4\uc758 \uc138 \uac00\uc9c0 \uc0ac\ub840<\/h3>\n<p class=\"text-align-justify\">\uc624\ub298\ub0a0 \uc784\uc0c1 \uac80\uc0ac\uc2e4\uc5d0\uc11c \uc0ac\uc6a9\ub418\ub294 \ub9ce\uc740 AI \uae30\ubc18 \uc81c\ud488\uc740 \uc758\ub8cc \uae30\uae30\ub85c \ubd84\ub958\ub418\uc9c0 \uc54a\uc73c\uba70, \ub530\ub77c\uc11c \uc758\ub8cc \uae30\uae30\ub85c \uaddc\uc81c\ub418\uc5b4\uc11c\ub294 \uc548 \ub429\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \uc6cc\ud06c\ud50c\ub85c \ucd5c\uc801\ud654 \ubc0f \ud488\uc9c8 \uad00\ub9ac \ub3c4\uad6c, \uc800\uc704\ud5d8 \uc784\uc0c1 \uc758\uc0ac \uacb0\uc815 \uc9c0\uc6d0(Clinical Decision Support, CDS) \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n<p class=\"text-align-justify\">\uc608\ub97c \ub4e4\uc5b4 \uc810\uc810 \ub354 \ub9ce\uc740 \uc784\uc0c1 \uac80\uc0ac\uc2e4\uc774 \uacf5\uae09\uc5c5\uccb4\uc640 \ud568\uaed8 <a href=\"https:\/\/labinsights.com\/ko\/operations\/operational-excellence\/remote-service-keeping-australias-molecular-and-histopathology-labs-humming\/\">\uc6d0\uaca9 \uc11c\ube44\uc2a4 \ubaa8\ub378<\/a>\uc744 \ub3c4\uc785\ud558\uc5ec IVD \uc7a5\ube44\ub97c \ub354 \ub2a5\ub3d9\uc801\uc73c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc9c0\uc6d0\ud560 \uc218 \uc788\uac8c \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc6b4\uc601 \ub370\uc774\ud130\ub294 \uc628\ub77c\uc778 \uc5f0\uacb0\uc744 \ud1b5\ud574 \uacf5\uc720\ub418\uba70, AI\ub97c \ud65c\uc6a9\ud574 \uc77c\ubd80 \ud504\ub85c\uc138\uc2a4\ub97c \ucd94\uac00\ub85c \uc790\ub3d9\ud654\ud558\uac70\ub098 \uc720\uc9c0 \ubcf4\uc218 \uc694\uad6c \uc0ac\ud56d\uc744 \ub354 \uc798 \uc608\uce21\ud558\uae30\ub3c4 \ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc758 AI\ub294 \uaddc\uc81c \ub300\uc0c1 \uc758\ub8cc \uae30\uae30\ub85c \ubd84\ub958\ub418\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/p>\n<p class=\"text-align-justify\">\ub2e4\ub978 \uc608\ub85c, \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc758 \uc77c\ubd80 \uc758\ub8cc \uae30\uad00\uc740 \ub2e4\ud559\uc81c \ud300\uc758 \uc6cc\ud06c\ud50c\ub85c\ub97c \ucd5c\uc801\ud654\ud558\uae30 \uc704\ud574 AI \uae30\ubc18 \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud558\ub294 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc744 \uc0ac\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc54c\uace0\ub9ac\uc998\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \ubcf4\uc870\uc801 \uc131\uaca9\uc744 \ub760\uba70 \uc0c1\ub300\uc801\uc73c\ub85c \uc704\ud5d8\uc131\uc774 \ub0ae\uae30 \ub54c\ubb38\uc5d0 \ud070 \uaddc\ubaa8\uc758 \uaddc\uc81c \uac10\ub3c5\uc744 \ubc1b\uc9c0\ub294 \uc54a\uc2b5\ub2c8\ub2e4(\ucc38\uace0: \uc758\ub8cc \uae30\uae30\ub85c \ubd84\ub958\ub418\uc5b4 \ud658\uc790 \uc548\uc804\uc5d0 \ub354 \ud070 \uc704\ud5d8\uc744 \ucd08\ub798\ud560 \uc218 \uc788\ub294 \ubaa8\ub4c8\uc740 \ubcc4\ub3c4\ub85c \ud3c9\uac00\ub418\uc5b4\uc57c \ud568).<\/p>\n<p class=\"text-align-center\"><em><strong>\uc784\uc0c1 \uac80\uc0ac\uc2e4 AI\uc758 \uaddc\uc81c \uc694\uac74\u00a0<\/strong><\/em><\/p>\n<p class=\"text-align-justify\">\uc704\ud5d8 \ubc94\uc704\uac00 \ud070 \uc601\uc5ed\uc5d0\uc11c\ub294 \uc810\uc810 \ub354 \ub9ce\uc740 \ubcf4\uac74 \uc758\ub8cc \uae30\uc220 \uae30\uc5c5\uc774 \uc784\uc0c1 \uac80\uc0ac\uc2e4 \ub370\uc774\ud130\uc640 \uc601\uc0c1 \ub610\ub294 \uc784\uc0c1 \uc815\ubcf4 \ub4f1\uc758 \ub2e4\ub978 \uc694\uc778\uc744 \uacb0\ud569\ud558\uc5ec \ud658\uc790 \uc9c4\ub8cc\ub97c \uc9c0\uc6d0\ud558\ub294 AI \uae30\ubc18 \uc54c\uace0\ub9ac\uc998\uc744 \uac1c\ubc1c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4(\uc608\ub97c \ub4e4\uc5b4 \uc911\uad6d\uc5d0\uc11c \ud608\uccad \uc885\uc591 \ud45c\uc9c0\uc790\uc758 \uc784\uc0c1\uc801 \ud65c\uc6a9\ub3c4\ub97c \ud655\uc7a5\ud558\uae30 \uc704\ud574 AI\ub97c \uc0ac\uc6a9\ud55c <a href=\"https:\/\/labinsights.com\/ko\/disease-area\/oncology\/serum-tumour-markers-and-the-future-of-cancer-care-chinas-viewpoint-from-the-clinic-and-the-lab\/\">\ucd5c\uadfc \uc0ac\ub840 \uc5f0\uad6c<\/a>\ub97c \ucc38\uc870\ud560 \uc218 \uc788\uc74c). \uc774\ub7ec\ud55c \uc54c\uace0\ub9ac\uc998\uc740 \ud658\uc790 \uc9c4\ub2e8 \ubc0f \ubd84\ub958\ub97c \uc9c1\uc811 \uc218\ud589\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \ub354 \uc5c4\uaca9\ud55c \uac10\ub3c5\uacfc \uaddc\uc81c\uc758 \ub300\uc0c1\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p class=\"text-align-justify\">\ubcf4\uac74 \uc758\ub8cc \ubd84\uc57c\uc758 AI \uaddc\uc81c\ub294 \uc544\uc9c1 \ucd08\uae30 \ub2e8\uacc4\uc9c0\ub9cc, \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591, \uc720\ub7fd, \ubbf8\uad6d\uc758 \ud604\ud589 \uccb4\uacc4\uc5d0\uc11c\ub294 \ud22c\uba85\uc131\uacfc \uc124\uba85 \uac00\ub2a5\uc131\uc774 \ubc18\ubcf5\uc801\uc73c\ub85c \uac15\uc870\ub418\ub294 \ub450 \uac00\uc9c0 \uc6d0\uce59\uc785\ub2c8\ub2e4. \uc54c\uace0\ub9ac\uc998\uc774 \uc2a4\uc2a4\ub85c \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\ub294 \uacbd\uc6b0, AI \uc54c\uace0\ub9ac\uc998\uc774 \ud2b9\uc815 \uacb0\ub860\uc5d0 \ub3c4\ub2ec\ud55c \uacfc\uc815\uc744 \uc0ac\ub78c\uc774 \uba85\ud655\ud788 \uc774\ud574\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uc2e0\ub8b0 \uad6c\ucd95 \uc678\uc5d0\ub3c4, \uc791\ub3d9 \uacfc\uc815\uc774 \ud22c\uba85\ud55c AI\uc758 \uacbd\uc6b0 \uc0ac\uc6a9\uc790\uac00 \ubaa8\ub378\uc758 \ubb38\uc81c\ub97c \uc218\uc815\ud558\uace0 \uc9c0\uc18d\uc801\uc73c\ub85c \uadf8 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4.<\/p>\n<h3 class=\"text-align-justify\" style=\"font-family: Inter !important; font-weight: 500 !important; font-size: 24px !important; line-height: 32px !important; letter-spacing: 0px !important;\">\ud575\uc2ec \uc694\uc810<\/h3>\n<ul>\n<li class=\"text-align-justify\">\ub514\uc9c0\ud138 \ubcf4\uac74 \uc758\ub8cc \ubd84\uc57c\uc5d0\uc11c AI\uc758 \uaddc\uc81c \uc5ec\ubd80\ub294 \ud574\ub2f9 \uae30\uc220\uc774 \uc758\ub8cc \uae30\uae30\ub85c \ubd84\ub958\ub418\ub294\uc9c0\uc640 \ud658\uc790\uc5d0 \ub300\ud55c \uc704\ud5d8 \uc218\uc900\uc5d0 \ub530\ub77c \uacb0\uc815\ub429\ub2c8\ub2e4.<\/li>\n<li class=\"text-align-justify\">\uc784\uc0c1 \uac80\uc0ac\uc2e4\uc5d0\uc11c\uc758 \uc800\uc704\ud5d8 AI \uae30\ubc18 \uc81c\ud488 \uc608\uc2dc\ub85c\ub294 \ub370\uc774\ud130 \uc9d1\uacc4 \ub3c4\uad6c\uc640 \uc6d0\uaca9 \uc7a5\ube44 \uc720\uc9c0 \uad00\ub9ac \ub3c4\uad6c\uac00 \uc788\uc73c\uba70, \uc774\ub7ec\ud55c \uc81c\ud488\uc740 \uaddc\uc81c \ub300\uc0c1\uc774 \uc544\ub2d9\ub2c8\ub2e4.<\/li>\n<li class=\"text-align-justify\">\ubcf4\uac74 \uc758\ub8cc \ubd84\uc57c\uc758 AI\ub294 \uc0ac\uc6a9\uc790\ub85c\ubd80\ud130 \uc2e0\ub8b0\ub97c \uc5bb\uae30 \uc704\ud574 \uc124\uba85 \uac00\ub2a5\ud558\uace0 \ud22c\uba85\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>2018\ub144 \uc774\ud6c4, FDA\ub294 \uc778\uacf5 \uc9c0\ub2a5(Artificial Intelligence, AI) \uae30\ubc18 \uc758\ub8cc \uae30\uae30\uc5d0 \ub300\ud55c \uc2b9\uc778\uc744 \uc810\ucc28 \ud655\ub300\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \uc784\uc0c1 \uac80\uc0ac\uc2e4\uc5d0\uc11c \uc0ac\uc6a9\ub418\uac70\ub098 \uc784\uc0c1 \uac80\uc0ac\uc2e4 \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud560 \uc218 \uc788\ub294 \ub2e4\uc591\ud55c AI \uc54c\uace0\ub9ac\uc998\uc774 \ud3ec\ud568\ub418\uba70, \uadf8 \uc218\uac00 \uc810\uc810 \ub298\uace0 \uc788\uc2b5\ub2c8\ub2e4. AI\ub294 \uae30\uc220\uc758 \ud22c\uba85\uc131\uacfc \uc124\uba85 \uac00\ub2a5\uc131\uc5d0 \ub300\ud55c \uc6b0\ub824\ub85c \uc778\ud574 \uaddc\uc81c \ub2f9\uad6d\uc758 \uc8fc\ubaa9\uc744 \ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 AI\ub97c \uc0ac\uc6a9\ud558\ub294 \ubaa8\ub4e0 \ubcf4\uac74 \uc758\ub8cc \uc81c\ud488\uc5d0 \uc758\ub8cc\uc801 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":85004,"parent":0,"menu_order":0,"template":"","meta":{"_acf_changed":false,"site-sidebar-layout":"no-sidebar","site-content-layout":"","ast-site-content-layout":"full-width-container","site-content-style":"unboxed","site-sidebar-style":"unboxed","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":[12468,12467],"pillarandcategory":[306,319,300,309],"reporter":[14613],"class_list":["post-146390","acf_article","type-acf_article","status-publish","has-post-thumbnail","hentry","tag-12468","tag-12467","pillarandcategory-healthcare-transformation","pillarandcategory-artificial-intelligence","pillarandcategory-management","pillarandcategory-operations","reporter-varun-veigas"],"acf":[],"_links":{"self":[{"href":"https:\/\/labinsights.com\/ko\/wp-json\/wp\/v2\/acf_article\/146390","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/labinsights.com\/ko\/wp-json\/wp\/v2\/acf_article"}],"about":[{"href":"https:\/\/labinsights.com\/ko\/wp-json\/wp\/v2\/types\/acf_article"}],"author":[{"embeddable":true,"href":"https:\/\/labinsights.com\/ko\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":3,"href":"https:\/\/labinsights.com\/ko\/wp-json\/wp\/v2\/acf_article\/146390\/revisions"}],"predecessor-version":[{"id":148929,"href":"https:\/\/labinsights.com\/ko\/wp-json\/wp\/v2\/acf_article\/146390\/revisions\/148929"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/labinsights.com\/ko\/wp-json\/wp\/v2\/media\/85004"}],"wp:attachment":[{"href":"https:\/\/labinsights.com\/ko\/wp-json\/wp\/v2\/media?parent=146390"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/labinsights.com\/ko\/wp-json\/wp\/v2\/tags?post=146390"},{"taxonomy":"pillarandcategory","embeddable":true,"href":"https:\/\/labinsights.com\/ko\/wp-json\/wp\/v2\/pillarandcategory?post=146390"},{"taxonomy":"reporter","embeddable":true,"href":"https:\/\/labinsights.com\/ko\/wp-json\/wp\/v2\/reporter?post=146390"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}