{"id":146197,"date":"2019-04-29T02:32:56","date_gmt":"2019-04-29T02:32:56","guid":{"rendered":"https:\/\/labinsights.com\/acf_article\/ai%ea%b0%80-%ea%b2%80%ec%82%ac-%ec%9d%98%ed%95%99%ec%9d%84-%eb%b3%80%ed%99%94%ec%8b%9c%ed%82%a4%eb%8a%94-%eb%b0%a9%ec%8b%9d\/"},"modified":"2026-02-18T09:27:38","modified_gmt":"2026-02-18T09:27:38","slug":"how-ai-can-change-lab-medicine","status":"publish","type":"acf_article","link":"https:\/\/labinsights.com\/ko\/operations\/operational-excellence\/how-ai-can-change-lab-medicine\/","title":{"rendered":"AI\uac00 \uac80\uc0ac \uc758\ud559\uc744 \ubcc0\ud654\uc2dc\ud0a4\ub294 \ubc29\uc2dd"},"content":{"rendered":"<p>2016\ub144, \uc601\uad6d\uc758 \uc778\uc9c0\uc2ec\ub9ac\ud559\uc790\uc774\uc790 \ucef4\ud4e8\ud130 \uacfc\ud559\uc790\uc778 \uc81c\ud504\ub9ac \ud78c\ud134(Geoffrey Hinton)\uc740 \ub354 \uc774\uc0c1\uc758 \uc601\uc0c1\uc758\ud559 \uc804\ubb38\uc758 \uc591\uc131\uc744 \uc911\ub2e8\ud574\uc57c \ud55c\ub2e4\uace0 \uc8fc\uc7a5\ud588\uc2b5\ub2c8\ub2e4. \uc0c8\ub85c\uc6b4 AI \uae30\ubc18 \uc601\uc0c1\uc758\ud559 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \uc9c0\uc18d\uc801\uc73c\ub85c \uc131\ub2a5\uc744 \ub192\uc774\uace0 \uc788\uae30 \ub54c\ubb38\uc5d0, AI\uac00 \uc601\uc0c1\uc758\ud559 \uc5c5\ubb34\uc758 \uc0c1\ub2f9 \ubd80\ubd84\uc744 \ub9e1\uac8c \ub420 \uac83\uc774\ub77c\uace0 \ud310\ub2e8\ud588\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4 [1]. AI\ub294 \uac80\uc0ac \uc758\ud559 \ubd84\uc57c\uc5d0\uc11c\ub3c4 \uc720\uc0ac\ud55c \uc601\ud5a5\uc744 \ubbf8\uce60 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc601\uc0c1\uc758\ud559\uacfc \ub9c8\ucc2c\uac00\uc9c0\ub85c, \uac80\uc0ac \ubd84\uc57c \ub0b4\uc5d0\uc11c\ub3c4 \uc790\ub3d9\ud654\uc5d0 \uc801\ud569\ud55c \uc791\uc5c5\uacfc \uadf8\ub807\uc9c0 \uc54a\uc740 \uc791\uc5c5\uc774 \uc874\uc7ac\ud569\ub2c8\ub2e4. \uc5ec\ub7ec \ub9e4\uc6b0 \ub2e4\ub978 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uc0bc\uac01 \uac80\uc99d(triangulation)\ud574\uc57c \ud558\ub294 \uc9c4\ub2e8 \uc5c5\ubb34\ub294 \uc790\ub3d9\ud654\uac00 \uc0c1\ub300\uc801\uc73c\ub85c \uc5b4\ub835\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, AI \uc2dc\uc2a4\ud15c\uc774 \uc720\ubc29\uc554\uc744 \ucc98\uc74c\ubd80\ud130 \uc9c4\ub2e8\ud558\ub3c4\ub85d \ud559\uc2b5\ud558\ub824\uba74, \uac01 \uc9c4\ub2e8 \uc2dc\ub9c8\ub2e4 30\uac1c \uc774\uc0c1\uc758 \ubcc0\uc218\ub97c \uace0\ub824\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\uc5d0\ub294 \uc601\uc0c1 \uac80\uc0ac\uc640 \uc720\uc804 \uac80\uc0ac\uc5d0\uc11c \uc5bb\ub294 \uad6c\uc870\ud654\ub41c \ub370\uc774\ud130\ubfd0 \uc544\ub2c8\ub77c \ud658\uc790 \uc9c4\uc220, \uac00\uc871\ub825 \ub4f1 \uad6c\uc870\ud654\ub418\uc9c0 \uc54a\uc740 \uc815\ubcf4\ub3c4 \ud3ec\ud568\ub429\ub2c8\ub2e4.\uc804\ubb38 \uc758\ub8cc\uc9c4\uacfc \ub3d9\uc77c\ud55c \uc218\uc900\uc758 \uc804\ubb38\uc131\uc5d0 \ub3c4\ub2ec\ud558\uae30 \uc704\ud574\uc11c\ub294 AI \uc2dc\uc2a4\ud15c\uc774 \uc57d 70\uc5b5 \uac1c\uc758 \uace0\uc720\ud55c \uc720\ubc29\uc554 \uc0ac\ub840\ub97c \ubd84\uc11d\ud574\uc57c \ud55c\ub2e4\ub294 \ucd94\uc815\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\ub978 \uc77c\ubd80 \uc9c4\ub2e8 \uc5c5\ubb34\ub294 \uc790\ub3d9\ud654 \uac00\ub2a5\uc131\uc774 \ub354 \ub192\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uad00\uc0c1\ub3d9\ub9e5\uc9c8\ud658(CHD) \uc9c4\ub2e8 \ub3c5\uac10 \uc720\ud589 \uc591\uc0c1 \ubd84\uc11d \uc2ec\uc804\ub3c4(ECG) \uae30\ubc18 \ubd80\uc815\ub9e5 \uc778\uc2dd \ub4f1\uc740 \uc720\ubc29\uc554 \uc9c4\ub2e8\uc5d0 \ube44\ud574 \uace0\ub824\ud574\uc57c \ud560 \ubcc0\uc218\uac00 \uc801\uc2b5\ub2c8\ub2e4. \ucd5c\uadfc 2\ub144 \ub3d9\uc548, \ub450 \uc5f0\uad6c\ud300\uc740 AI\uac00 \ud53c\ubd80\uc554\uc744 \uc9c4\ub2e8\ud558\ub294 \ub370 \uc788\uc5b4 \uc804\ubb38\uc758\uc640 \ub3d9\ub4f1\ud55c \uc218\uc900\uc758 \uc815\ud655\ub3c4\ub97c \ubcf4\uc778\ub2e4\ub294 \uacb0\uacfc\ub97c \ubc1c\ud45c\ud588\uc73c\uba70, \uc2a4\ud0e0\ud37c\ub4dc\uc758 \ub610 \ub2e4\ub978 \ud300\uc740 \ud3d0\ub834 \uc9c4\ub2e8\uc5d0\uc11c\ub3c4 \ub3d9\uc77c\ud55c \uacb0\uacfc\ub97c \ubcf4\uc600\ub2e4\uace0 \ubcf4\uace0\ud588\uc2b5\ub2c8\ub2e4 [2]. AI\ub294 \ub610\ud55c \ub450 \uac00\uc9c0 \ub354 \uad11\ubc94\uc704\ud55c \ubc29\uc2dd\uc73c\ub85c \uc9c4\ub2e8\uac80\uc0ac \ubd84\uc57c\ub97c \ubcc0\ud654\uc2dc\ud0ac \uc7a0\uc7ac\ub825\uc744 \uc9c0\ub2c8\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc989, \uc800\uc790\uc6d0 \ud658\uacbd\uc5d0\uc11c\uc758 \uc9c4\ub2e8 \uc11c\ube44\uc2a4 \uc811\uadfc\uc131 \ud5a5\uc0c1\uacfc \ud658\uc790 \uc9c0\uc18d \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc704\ud55c \uc0c8\ub85c\uc6b4 \uae30\ud68c \ucc3d\ucd9c\uc785\ub2c8\ub2e4.<\/p>\n<h2 style=\"font-family: Inter !important; font-weight: 500 !important; font-size: 28px !important; line-height: 36px !important; letter-spacing: 0px !important;\">\uc9c4\ub2e8 \uc11c\ube44\uc2a4\uc5d0 \uc811\uadfc\ud558\uc9c0 \ubabb\ud558\ub294 \uc0ac\ub78c\ub4e4\uc5d0\uac8c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud558\uae30<\/h2>\n<p>\ub9ce\uc740 \uac1c\ubc1c\ub3c4\uc0c1\uad6d \ubc0f \uc120\uc9c4\uad6d \ub0b4 \uc678\ub534 \uc9c0\uc5ed\uc5d0\uc11c\ub294 \uc218\ubc31\ub9cc \uba85\uc758 \uc0ac\ub78c\ub4e4\uc774 \uae30\ubcf8\uc801\uc778 \uc9c4\ub2e8 \uc11c\ube44\uc2a4\uc5d0 \uc811\uadfc\ud558\uc9c0 \ubabb\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \uac80\uc0ac \uacb0\uacfc\ub97c \uc0dd\uc131\ud558\uace0 \ud574\uc11d\ud558\uba70 \uc124\uba85\ud560 \uc218 \uc788\ub294 \uc758\uc0ac\uc640\uc758 \uc0c1\ub2f4 \uc2dc\uac04\ub3c4 \ud3ec\ud568\ub429\ub2c8\ub2e4. AI\uac00 \uc774\ub7ec\ud55c \uc5c5\ubb34\uc758 \uc77c\ubd80\ub97c \uc218\ud589\ud558\uace0 \uc9c4\ub2e8 \ube44\uc6a9\uc744 \ub0ae\ucd9c \uc218 \uc788\ub2e4\uba74, \uc774 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ub370 \ub9e4\uc6b0 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ub2f4\ub2f9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc77c\ubd80 AI \uae30\ubc18 \uc9c4\ub2e8 \uc2dc\uc2a4\ud15c\uc740 \ud655\uc815 \uc9c4\ub2e8\uc744 \uc81c\uacf5\ud560 \uc218\ub3c4 \uc788\uc73c\ub098, \ub610 \ub2e4\ub978 \uc2dc\uc2a4\ud15c\ub4e4\uc740 \uc911\uc99d \uc9c8\ud658\uc744 \ubc30\uc81c\ud558\ub294 \ub370 \ub354\uc6b1 \uc911\uc810\uc744 \ub458 \uac83\uc785\ub2c8\ub2e4. \uc5ec\ub7ec \uc911\uc99d \uc9c8\ud658\uc5d0 \ub300\ud574 AI \uc2dc\uc2a4\ud15c\uc774 \ub2ec\uc131\ud55c \uc74c\uc131\uc608\uce21\ub3c4(NPV)\ub294 \uc774\ubbf8 90%\ub300\ub97c \uae30\ub85d\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub294 \ub18d\ucd0c \uc9c0\uc5ed\uc5d0\uc11c \uadfc\ubb34\ud558\ub294 1\ucc28 \uc9c4\ub8cc \uc758\uc0ac\ubcf4\ub2e4\ub3c4 \ub354 \ub192\uc740 \uc815\ud655\ub3c4\ub97c \ubcf4\uc774\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \uac80\uc0ac \uacb0\uacfc\uac00 \uc591\uc131\uc73c\ub85c \ud655\uc778\ub41c \ud658\uc790\uc758 \uacbd\uc6b0, \uc9c0\uc5ed\uc758 \uc758\ub8cc\uccb4\uacc4\ub85c \uc5f0\uacc4\ud558\uc5ec \uc784\uc0c1 \ubc0f \uac80\uc0ac \uc758\ud559 \ubd84\uc57c\uc758 \uc219\ub828\ub41c \uc804\ubb38\uac00\ub4e4\ub85c\ubd80\ud130 \ud544\uc694\ud55c \uc9c4\ub8cc\ub97c \ubc1b\uc744 \uc218 \uc788\ub3c4\ub85d \uad00\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2 style=\"font-family: Inter !important; font-weight: 500 !important; font-size: 28px !important; line-height: 36px !important; letter-spacing: 0px !important;\">\uc9c0\uc18d \ubaa8\ub2c8\ud130\ub9c1\uc744 \ud1b5\ud55c \uc9c4\ub8cc \ud5a5\uc0c1<\/h2>\n<p>\uc7a5\uae30\uc801\uc73c\ub85c\ub294, \uc9c4\ub2e8\uac80\uc0ac\uc2e4 \uc5ed\uc2dc AI\ub97c \ud65c\uc6a9\ud558\uc5ec \uc0c8\ub85c\uc6b4 \ud615\ud0dc\uc758 \ud658\uc790 \ub370\uc774\ud130\ub97c \ud1b5\ud569\ud558\uace0 \ubcf4\ub2e4 \uac1c\uc778\ud654\ub41c \ubc29\uc2dd\uc73c\ub85c \ud658\uc790\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ud560 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4. \ub9e4\ub144 \uc810\uc810 \ub354 \ub9ce\uc740 \uc0ac\ub78c\ub4e4\uc774 \uac78\uc74c \uc218, \uc2ec\ubc15\uc218, \uc218\uba74 \ud328\ud134, \uce7c\ub85c\ub9ac \uc18c\ubaa8 \ub4f1\uc744 \uc2e4\uc2dc\uac04\uc73c\ub85c \ucd94\uc801\ud558\ub294 \uc6e8\uc5b4\ub7ec\ube14 \uae30\uae30\ub97c \uc0ac\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud5a5\ud6c4\uc5d0\ub294 \uc591\uce58\uc9c8\uc744 \ud558\ub294 \ub3d9\uc548 \ud0c0\uc561 \ub0b4 \ubc14\uc774\uc624\ub9c8\ucee4\uc5d0\uc11c \ub370\uc774\ud130\ub97c \ucd94\ucd9c\ud558\ub294 \uc2a4\ub9c8\ud2b8 \uce6b\uc194\uc758 \uad11\ubc94\uc704\ud55c \ub3c4\uc785\uae4c\uc9c0 \uc608\uc0c1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud5a5\ud6c4 5\ub144 \ub0b4 \uc774\ub7ec\ud55c \uae30\uc220\uc801 \uc9c4\ubcf4\ub294 \ud658\uc790\uc5d0 \ub300\ud55c \uc6b0\ub9ac\uc758 \uc774\ud574\ub97c \ud601\uc2e0\uc801\uc73c\ub85c \ubcc0\ud654\uc2dc\ud0ac \uac83\uc785\ub2c8\ub2e4. \ud658\uc790\ub294 \ub354 \uc774\uc0c1 \ud2b9\uc815 \uc2dc\uc810\uc5d0\uc11c \uc0dd\uccb4\uc9d5\ud6c4\ub97c \uce21\uc815\ud558\ub294 \uc874\uc7ac\ub85c\ub9cc \uaddc\uc815\ub418\uc9c0 \uc54a\uc744 \uac83\uc785\ub2c8\ub2e4. \ubb3c\ub860 \uadf8\ub7ec\ud55c \uce21\uc815\uc740 \uacc4\uc18d\ub418\uaca0\uc9c0\ub9cc, \ub3d9\uc2dc\uc5d0 \uc9c4\ub2e8\uac80\uc0ac\uc2e4\uc740 \uc9c0\uc18d\uc801\uc778 \uc0dd\uccb4 \uc2e0\ud638\uc5d0\ub3c4 \uc811\uadfc\ud560 \uc218 \uc788\uac8c \ub429\ub2c8\ub2e4. \uac1c\uc778 \ub0b4 \uc758\ubbf8 \uc788\ub294 \ubcc0\ud654\ub294 \uae30\uc874 \uce58\ub8cc \uacc4\ud68d\uc744 \uc801\uc2dc\uc5d0 \uc870\uc815\ud558\ub294 \ub370 \ud544\uc694\ud55c \uc815\ubcf4\ub97c \uc9c4\ub2e8\uac80\uc0ac\uc2e4\uc5d0 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc6b0\ub9ac\ub294 \uc774\uc81c \uc815\uc0c1 \ubc94\uc704\ub97c \uacb0\uc815\ud558\ub294 \uac83\uc740 \uc778\uad6c\uc9d1\ub2e8\uc758 \uae30\uc900\uc774 \uc544\ub2c8\ub77c, \ud55c \uac1c\uc778\uc758 \uac80\uc0ac \uacb0\uacfc\uac00 \uc2dc\uac04\uc5d0 \ub530\ub77c \uc5b4\ub5bb\uac8c \ubcc0\ud654\ud558\ub294\uac00\uc784\uc744 \uc774\ud574\ud558\uae30 \uc2dc\uc791\ud588\uc2b5\ub2c8\ub2e4. \uc55e\uc73c\ub85c 5\ub144 \ub3d9\uc548 AI\uc758 \ubcf4\ub2e4 \uc2e4\uc9c8\uc801\uc778 \uc751\uc6a9 \uc0ac\ub840\ub4e4\uc774 \ub4f1\uc7a5\ud560 \uac83\uc785\ub2c8\ub2e4. AI \uae30\ubc18 \uc758\ub8cc\uccb4\uacc4\ub97c \ub300\ube44\ud574 \uc9c0\uae08\ubd80\ud130 \uc900\ube44\ud558\ub294 \uc9c4\ub2e8\uac80\uc0ac\uc2e4\uc774 \uac00\uc7a5 \ud070 \ud61c\ud0dd\uc744 \uc5bb\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4. \uc774 \uc0c8\ub85c\uc6b4 \ud604\uc2e4\uc5d0 \ub300\ube44\ud558\uae30 \uc704\ud574\uc11c\ub294, \uc9c4\ub2e8\uac80\uc0ac\uc2e4\uc774 \uc815\ubcf4\ub97c \ub514\uc9c0\ud138\ud654\ud558\uace0, \uc774\ub97c \uc778\ub371\uc2f1\ud558\uba70, \uc27d\uac8c \uc811\uadfc\ud560 \uc218 \uc788\ub294 \ud615\uc2dd\uc73c\ub85c \uc800\uc7a5\ud558\ub294 \uac83\uc774 \ud575\uc2ec\uc774 \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<hr \/>\n<p><em>\ucc38\uace0\ubb38\ud5cc:<\/em><\/p>\n<p><em><a href=\"https:\/\/www.newyorker.com\/magazine\/2017\/04\/03\/ai-versus-md\" target=\"_blank\" rel=\"noopener\">[1]<\/a> A.I. Versus M.D., What happens when diagnosis is automated? The New Yorker, 2017 <\/em><\/p>\n<p><em><a href=\"https:\/\/news.stanford.edu\/2017\/11\/15\/algorithm-outperforms-radiologists-diagnosing-pneumonia\/\" target=\"_blank\" rel=\"noopener\">[2]<\/a> Stanford algorithm can diagnose\u00a0pneumonia better than radiologists, Stanford News, 2017<\/em> <em>\ubcf8 \uae30\uc0ac\ub294 \uc778\ub3c4 \ubb44\ubc14\uc774\uc5d0\uc11c \uc5f4\ub9b0 LEADx Diagnostics Leadership Summit\uc5d0\uc11c \ubc1c\ud45c\ub41c \u201cArtificial Intelligence in Healthcare and Diagnostics\u201d\u00a0\uac15\uc5f0 \ub0b4\uc6a9\uc744 \uae30\ubc18\uc73c\ub85c \uc791\uc131\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>2016\ub144, \uc601\uad6d\uc758 \uc778\uc9c0\uc2ec\ub9ac\ud559\uc790\uc774\uc790 \ucef4\ud4e8\ud130 \uacfc\ud559\uc790\uc778 \uc81c\ud504\ub9ac \ud78c\ud134(Geoffrey Hinton)\uc740 \ub354 \uc774\uc0c1\uc758 \uc601\uc0c1\uc758\ud559 \uc804\ubb38\uc758 \uc591\uc131\uc744 \uc911\ub2e8\ud574\uc57c \ud55c\ub2e4\uace0 \uc8fc\uc7a5\ud588\uc2b5\ub2c8\ub2e4. \uc0c8\ub85c\uc6b4 AI \uae30\ubc18 \uc601\uc0c1\uc758\ud559 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \uc9c0\uc18d\uc801\uc73c\ub85c \uc131\ub2a5\uc744 \ub192\uc774\uace0 \uc788\uae30 \ub54c\ubb38\uc5d0, AI\uac00 \uc601\uc0c1\uc758\ud559 \uc5c5\ubb34\uc758 \uc0c1\ub2f9 \ubd80\ubd84\uc744 \ub9e1\uac8c \ub420 \uac83\uc774\ub77c\uace0 \ud310\ub2e8\ud588\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4 [1]. AI\ub294 \uac80\uc0ac \uc758\ud559 \ubd84\uc57c\uc5d0\uc11c\ub3c4 \uc720\uc0ac\ud55c \uc601\ud5a5\uc744 \ubbf8\uce60 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc601\uc0c1\uc758\ud559\uacfc \ub9c8\ucc2c\uac00\uc9c0\ub85c, \uac80\uc0ac \ubd84\uc57c \ub0b4\uc5d0\uc11c\ub3c4 \uc790\ub3d9\ud654\uc5d0 \uc801\ud569\ud55c \uc791\uc5c5\uacfc [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":83231,"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":[12468,12467],"pillarandcategory":[310,319,306,300,309],"reporter":[14489],"class_list":["post-146197","acf_article","type-acf_article","status-publish","has-post-thumbnail","hentry","tag-12468","tag-12467","pillarandcategory-operational-excellence","pillarandcategory-artificial-intelligence","pillarandcategory-healthcare-transformation","pillarandcategory-management","pillarandcategory-operations","reporter-ajit-singh"],"acf":[],"_links":{"self":[{"href":"https:\/\/labinsights.com\/ko\/wp-json\/wp\/v2\/acf_article\/146197","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":2,"href":"https:\/\/labinsights.com\/ko\/wp-json\/wp\/v2\/acf_article\/146197\/revisions"}],"predecessor-version":[{"id":148870,"href":"https:\/\/labinsights.com\/ko\/wp-json\/wp\/v2\/acf_article\/146197\/revisions\/148870"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/labinsights.com\/ko\/wp-json\/wp\/v2\/media\/83231"}],"wp:attachment":[{"href":"https:\/\/labinsights.com\/ko\/wp-json\/wp\/v2\/media?parent=146197"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/labinsights.com\/ko\/wp-json\/wp\/v2\/tags?post=146197"},{"taxonomy":"pillarandcategory","embeddable":true,"href":"https:\/\/labinsights.com\/ko\/wp-json\/wp\/v2\/pillarandcategory?post=146197"},{"taxonomy":"reporter","embeddable":true,"href":"https:\/\/labinsights.com\/ko\/wp-json\/wp\/v2\/reporter?post=146197"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}