{"id":149776,"date":"2026-01-27T08:25:31","date_gmt":"2026-01-27T08:25:31","guid":{"rendered":"https:\/\/labinsights.com\/acf_article\/%eb%94%94%ec%a7%80%ed%84%b8-%ed%88%ac%ec%97%ac%ec%99%80-%ec%b9%98%eb%a3%8c-%ec%95%bd%eb%ac%bc-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81%ec%9d%98-%eb%af%b8%eb%9e%98-%ec%a0%9c23%ed%9a%8c-iatdmct-%ed%95%99\/"},"modified":"2026-01-27T08:25:31","modified_gmt":"2026-01-27T08:25:31","slug":"digital-dosing-and-the-future-of-therapeutic-drug-monitoring-insights-from-the-23rd-iatdmct-congress","status":"publish","type":"acf_article","link":"https:\/\/labinsights.com\/ko\/event-coverage\/conferences\/digital-dosing-and-the-future-of-therapeutic-drug-monitoring-insights-from-the-23rd-iatdmct-congress\/","title":{"rendered":"\ub514\uc9c0\ud138 \ud22c\uc5ec\uc640 \uce58\ub8cc \uc57d\ubb3c \ubaa8\ub2c8\ud130\ub9c1\uc758 \ubbf8\ub798: \uc81c23\ud68c IATDMCT \ud559\uc220\ub300\ud68c \ud1b5\ucc30"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">\uce58\ub8cc\uc5d0 \uc788\uc5b4 \ud575\uc2ec\uc801\uc778 \uc784\uc0c1\uc801 \uacfc\uc81c\ub294 \ud754\ud788 \ub2e4\uc74c\uacfc \uac19\uc740 \uacb0\uc815\uc801\uc778 \uc9c8\ubb38\uc73c\ub85c \uc694\uc57d\ub429\ub2c8\ub2e4: <\/span><i><span style=\"font-weight: 400;\">\uc5bc\ub9c8\ub098 \ub9ce\uc740 \uc591\uc758 \uc57d\ubb3c\uc744, \uc5bc\ub9c8\ub098 \uc624\ub7ab\ub3d9\uc548 \ud22c\uc5ec\ud574\uc57c \ud558\ub294\uac00?<\/span><\/i><span style=\"font-weight: 400;\"> \ub108\ubb34\ub098 \uc624\ub7ab\ub3d9\uc548 \uc9c4\uc815\ud55c \uc815\ubc00 \uc758\ub8cc\ub97c \ud5a5\ud55c \uc5f4\ub9dd\uc740 \uace0\uc815\ub41c \uc77c\uad04 \ud22c\uc5ec \ubc29\uc2dd\uacfc \uc2dc\ub300\uc5d0 \ub4a4\ub5a8\uc5b4\uc9c4 \uc57d\ub3d9\ud559(PK) \ubaa8\ub378\uc758 \ud55c\uacc4\uc5d0 \ubd80\ub52a\ud600 \uc654\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc0dd\ubb3c\ud559\uc801 \uc81c\uc81c\ub098 \uac15\ub825\ud55c \uc2e0\uc57d \ud654\ud569\ubb3c\uacfc \uac19\uc740 \ucca8\ub2e8 \uc758\uc57d\ud488\uc5d0 \ub300\uc751\ud558\uae30\uc5d0\ub294 \ubd80\uc801\ud569\ud558\uace0 \uacbd\uc9c1\ub41c \uccb4\uacc4\uc600\uc2b5\ub2c8\ub2e4.\u00a0<\/span> <span style=\"font-weight: 400;\">\ud558\uc9c0\ub9cc \uc6b0\ub9ac \uc5c5\uacc4\ub97c \ubcc0\ud654\uc2dc\ud0a4\uace0 \uc788\ub294 \ub514\uc9c0\ud138 \ub3c4\uad6c\ub4e4\uc774 \uc5ec\ub7ec\ubd84\uc5d0\uac8c \ub354 \ub9ce\uc740 \uc2dc\uac04\uc744 \ub418\ub3cc\ub824 \uc904 \uc218 \uc788\ub2e4\uba74 \uc5b4\ub5a8\uae4c\uc694?<\/span> <span style=\"font-weight: 400;\">\ud604\ub300 \ub514\uc9c0\ud138 \uae30\uc220\uc758 \ud1b5\ud569\uc740 \uc774\ub7ec\ud55c \uc5ed\ud559 \uad00\uacc4\ub97c \uadfc\ubcf8\uc801\uc73c\ub85c \ubcc0\ud654\uc2dc\ucf1c, \uce58\ub8cc \uc57d\ubb3c \ubaa8\ub2c8\ud130\ub9c1(TDM)\uc744 \uc0ac\ud6c4 \ubc18\uc751\uc801\uc778 \uce21\uc815 \ub3c4\uad6c\uc5d0\uc11c \uc120\uc81c\uc801\uc774\uace0 \uc608\uce21 \uac00\ub2a5\ud55c \uc784\uc0c1 \uc804\ub7b5\uc73c\ub85c \uc804\ud658\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub514\uc9c0\ud138 \uc804\ud658\uc740 \uc784\uc0c1\uc758\uc5d0\uac8c \ud6a8\uc728\uc801\uc774\uace0 \uc815\ud655\ud55c \uc758\uc0ac \uacb0\uc815 \ub2a5\ub825\uc744 \uc81c\uacf5\ud558\ub294 \ub3d9\uc2dc\uc5d0, \uac80\uc0ac\uc2e4\uacfc \ubcd1\uc6d0\uc774 \ub354 \ub098\uc740 \uce58\ub8cc \uacb0\uacfc\uc640 \ube44\uc6a9 \uc808\uac10, \uac1c\uc120\ub41c \ud658\uc790 \uacbd\ud5d8\uc744 \ub2ec\uc131\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4[1, 2].<\/span> <span style=\"font-weight: 400;\">\uc774\ub7ec\ud55c \ube44\uc804\uc758 \uc2e4\ud604 \uac00\ub2a5\uc131\uc740 \uc791\ub144 \uc2f1\uac00\ud3ec\ub974\uc5d0\uc11c \uc5f4\ub9b0 \uc81c23\ud68c \uad6d\uc81c \uce58\ub8cc \uc57d\ubb3c \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uc784\uc0c1 \ub3c5\uc131\ud559\ud68c(IATDMCT) \ucee8\ud37c\ub7f0\uc2a4\uc758 \ud575\uc2ec \uc8fc\uc81c \uc911 \ud558\ub098\uc600\uc2b5\ub2c8\ub2e4. 9\uc6d4\uc5d0 \uac1c\ucd5c\ub41c \uc774 \ud589\uc0ac\uc5d0\ub294 \uc5c5\uacc4 \ucd5c\uace0\uc758 \uc804\ubb38\uac00\ub4e4\uacfc \uc804\ub7b5\uc801 \uc120\uad6c\uc790\ub4e4\uc774 \ubaa8\uc5ec \uc774\ub7ec\ud55c \ub3c4\uad6c\ub4e4\uc774 \uad6c\uccb4\uc801\uc73c\ub85c \uc5b4\ub5bb\uac8c \uc6b4\uc601\ub418\ub294\uc9c0 \ubcf4\uc5ec\uc8fc\uc5c8\uc2b5\ub2c8\ub2e4.\u00a0<\/span> <span style=\"font-weight: 400;\">Lab Insights \ud300\uc740 TDM \ubc0f \uc784\uc0c1 \ub3c5\uc131\ud559\uc758 \ub514\uc9c0\ud138\ud654\uc5d0 \ub300\ud55c \ub2e4\uac01\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc744 \ubcf4\uc5ec\uc8fc\uace0 \uc815\ubc00 \uc758\ub8cc\ub85c\uc758 \uc804\ud658\uc5d0\uc11c \uadf8 \uc5ed\ud560\uc744 \uc785\uc99d\ud55c \ub124 \uac00\uc9c0 \ud1b5\ucc30\ub825 \uc788\ub294 \ubc1c\ud45c\ub97c \ud1b5\ud574 \uc8fc\uc694 \uc2dc\uc0ac\uc810\uc744 \uc815\ub9ac\ud558\uc600\uc2b5\ub2c8\ub2e4:\u00a0<\/span> <\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li><span style=\"font-weight: 400;\">Amy Legg \ubc15\uc0ac\ub294 \uc5ed\ub3d9\uc801\uc778 \uc608\uce21 \ubaa8\ub378\uc758 \ud544\uc694\uc131\uc744 \uac15\uc870\ud558\uba70, TDM \uc5f0\uad6c\ub97c \uc7ac\ud3b8\ud558\ub294 \ub370 \uc788\uc5b4 \uc778\uacf5\uc9c0\ub2a5(AI)\uacfc \ube45\ub370\uc774\ud130\uc758 \uc804\ub7b5\uc801 \uc5ed\ud560\uc744 \ud0d0\uad6c\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc784\uc0c1 \uc57d\ud559 \ubc0f \ud56d\uc0dd\uc81c \uc2a4\ud29c\uc5b4\ub4dc\uc2ed\uc5d0 \uae30\ubc18\ud55c \uadf8\ub140\uc758 \uc5f0\uad6c\ub294 \ud76c\uadc0\ud55c \uc57d\ubb3c \uc0c1\ud638\uc791\uc6a9\ubd80\ud130 \uc778\uad6c \uc9d1\ub2e8\ubcc4 PK\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ubcf5\uc7a1\ud55c \uc784\uc0c1 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \ub514\uc9c0\ud138 \uc804\uc790 \uac74\uac15 \uae30\ub85d(EHR) \uc2dc\uc2a4\ud15c \ub0b4\uc5d0 \uc5f0\uad6c\ub97c \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uc7a0\uc7ac\ub825\uc744 \uac15\uc870\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Tomoyuki Yamada \ubc15\uc0ac\ub294 \ubc29\ub300\ud55c \uc2e4\uc81c \uc784\uc0c1 \ub370\uc774\ud130(RWD)\ub97c \ud65c\uc6a9\ud558\ub294 \uac83\uc774 \uc5b4\ub5bb\uac8c \uacb0\uc815\uc801\uc778 \uc548\uc804\uc131 \uc2e0\ud638\ub97c \uc81c\uacf5\ud558\uace0 \ub3c5\uc131\ud559 \ubc0f \uc57d\ubb3c \ubaa8\ub2c8\ud130\ub9c1\uc758 \uc784\uc0c1 \uad00\ud589\uc744 \ubc1c\uc804\uc2dc\ud0a4\ub294\uc9c0 \ubcf4\uc5ec\uc8fc\uc5c8\uc2b5\ub2c8\ub2e4. \uc57d\ubb3c \uac10\uc2dc \ud65c\ub3d9\uc744 \uc774\ub044\ub294 \uc218\uc11d \uc57d\uc0ac\ub85c\uc11c Yamada \ubc15\uc0ac\uc758 \uc0ac\ub840 \uc5f0\uad6c(\uc608: \ub311\ud1a0\ub9c8\uc774\uc2e0-\uc2a4\ud0c0\ud2f4 \uc0c1\ud638\uc791\uc6a9 \ud3c9\uac00 \ubc0f \ubc18\ucf54\ub9c8\uc774\uc2e0 \ub3c5\uc131 \uac10\uc18c\ub97c \uc704\ud55c \ucd94\uc801 TDM \ud3c9\uac00)\ub294 RWD \ubd84\uc11d\uc774 \ud658\uc790\uc758 \uce58\ub8cc \uacb0\uacfc\uc5d0 \ubbf8\uce58\ub294 \uc2e4\uc9c8\uc801\uc778 \uc601\ud5a5\uc744 \uc785\uc99d\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Dirk Jan Moes \ubc15\uc0ac\ub294 \uc885\uc591\ud559 \ubd84\uc57c\uc758 \ubcf5\uc7a1\ud55c \uc0dd\ubb3c\ud559\uc801 \uc81c\uc81c\ub97c \uc704\ud55c \ubaa8\ub378 \uae30\ubc18 \uc815\ubc00 \ud22c\uc5ec(MIPD)\uc758 \uc804\ub7b5\uc801 \uc801\uc6a9\uc744 \uc0c1\uc138\ud788 \uc124\uba85\ud558\uba70, \ud1b5\ud569 \ub514\uc9c0\ud138 \uc2dc\uc2a4\ud15c\uc758 \uc815\ub7c9\ud654 \uac00\ub2a5\ud55c \uacbd\uc81c\uc801 \ubc0f \uc784\uc0c1\uc801 \uc774\uc810\uc744 \uac15\uc870\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc784\uc0c1 \uc57d\ub7c9\ud559 \ubd80\uad50\uc218\uc778 Moes \ubc15\uc0ac\ub294 Daratumumab \ubc0f Nivolumab\uc744 \ud3ec\ud568\ud55c \ud2b9\uc815 \uc0dd\ubb3c\ud559\uc801 \uc81c\uc81c\uc5d0 \ub300\ud574 MIPD \uc804\ub7b5\uc774 \uc5b4\ub5bb\uac8c \ud22c\uc5ec\ub7c9\uc744 \uac1c\uc778\ud654\ud558\uc5ec \uacbd\uc81c\uc801 \ubd80\ub2f4\uacfc \uc784\uc0c1\uc801 \ub3c5\uc131\uc744 \ubaa8\ub450 \uc904\uc77c \uc218 \uc788\ub294\uc9c0\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd94\uc5c8\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Tomoyuki Mizuno \ubc15\uc0ac\ub294 \ud2b9\ud788 \uae4c\ub2e4\ub85c\uc6b4 \uc18c\uc544 \ud658\uc790 \uc9c4\ub8cc \ud658\uacbd\uc5d0\uc11c \ucd08\uc815\ubc00 \ud22c\uc5ec\ub97c \uc6a9\uc774\ud558\uac8c \ud558\uae30 \uc704\ud55c \uba38\uc2e0\ub7ec\ub2dd(ML) \ubc0f \ud1b5\ud569 \uc758\uc0ac \uacb0\uc815 \uc9c0\uc6d0 \ub300\uc2dc\ubcf4\ub4dc\uc758 \ucd5c\ucca8\ub2e8 \ud65c\uc6a9 \uc0ac\ub840\ub97c \ubcf4\uc5ec\uc8fc\uc5c8\uc2b5\ub2c8\ub2e4. \uc57d\ub7c9\ud559 \uc6b0\uc218 \uc13c\ud130(Centre of Excellence)\ub97c \uc774\ub044\ub294 Mizuno \ubc15\uc0ac\ub294 \uc5b4\ub9b0\uc774 \ud22c\uc5ec\ub7c9 \uacb0\uc815\uc758 \ub3c5\ud2b9\ud55c \ubcf5\uc7a1\uc131\uc744 \ud574\uacb0\ud558\uae30 \uc704\ud574 ML\uc744 \uc0ac\uc6a9\ud558\uc5ec MIPD \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uac15\ud654\ud558\ub294 \ub370 \uc9d1\uc911\ud588\uc73c\uba70, \uc784\uc0c1\uc758\uc5d0\uac8c \ud601\uc2e0\uc801\uc778 \uce68\uc0c1 \uc606 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p> \u00a0 <span style=\"font-weight: 400;\">\uc885\ud569\ud558\uc790\uba74, \uc774 \uc804\ubb38\uac00\ub4e4\uc740 \ucc28\uc138\ub300 \uc9c4\ub2e8 \uac00\uce58\uc640 \ud658\uc790 \uc9c4\ub8cc\ub97c \uc815\uc758\ud560 \ud544\uc218\uc801\uc778 \ub514\uc9c0\ud138 \uc9c0\uc8fc\ub4e4\uc744 \uc870\uba85\ud569\ub2c8\ub2e4.<\/span> \u00a0 <\/p>\n<h2 style=\"font-family: Inter !important; font-weight: 500 !important; font-size: 28px !important; line-height: 36px !important; letter-spacing: 0px !important;\">\uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c\uc11c\uc758 \ubaa8\ub378 \uae30\ubc18 \uc815\ubc00 \ud22c\uc5ec(MIPD)<\/h2>\n<p> <span style=\"font-weight: 400;\">\ub611\uac19\uc740 \uc2e0\uccb4\ub294 \uc5c6\uc73c\uba70, \uac1c\uc778\ud654\uc5d0 \ub300\ud55c \uc784\uc0c1\uc801 \ud544\uc694\uc131\uc774 \uc874\uc7ac\ud569\ub2c8\ub2e4. &#8220;\uc6b0\ub9ac\uc758 \ubab8\uc740 \uade0\uc77c\ud55c \uc5b4\ud56d\uacfc \uac19\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uc57d\ubb3c\uc740 \ub2e4\ub974\uac8c \ubd84\ud3ec\ub429\ub2c8\ub2e4.&#8221;\ub77c\uace0 \uc2f1\uac00\ud3ec\ub974 \uc77c\ubc18 \ubcd1\uc6d0\uc758 Andrea Kwa \uad50\uc218\ub294 \uae30\uc870\uc5f0\uc124\uc5d0\uc11c \uac15\uc870\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc815\ubc00 \ud22c\uc5ec\uc758 \ubaa9\ud45c\ub294 \uac1c\ubcc4 \ud658\uc790\uc5d0\uac8c \ucd5c\uc18c\ud55c\uc758 \ub3c5\uc131\uc73c\ub85c \ud544\uc694\ud55c \ud6a8\ub2a5\uc744 \uc81c\uacf5\ud560 \uac00\uc7a5 \ucd5c\uc801\uc758 \ud22c\uc5ec \uc6a9\ubc95\uc744 \uc2dd\ubcc4\ud558\ub294 \uac83\uc785\ub2c8\ub2e4[1]. MIPD\ub294 \uc774\ub7ec\ud55c \ubaa9\ud45c\ub97c \ub2ec\uc131\ud558\uae30 \uc704\ud55c \ud544\uc218\uc801\uc778 \uc815\ub7c9\uc801 \ud504\ub808\uc784\uc6cc\ud06c\ub85c \ubd80\uc0c1\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc815\uad50\ud55c \uc57d\ub3d9\ud559\/\uc57d\ub825\ud559(PK\/PD) \ubaa8\ub378\uc744 \ud65c\uc6a9\ud558\uc5ec \ud658\uc790 \ud2b9\uc774\uc801 \uc815\ubcf4\uc640 \uc784\uc0c1 \uad00\ucc30 \uacb0\uacfc\ub97c \ud1b5\ud569 \ubc0f \uc801\uc6a9\ud558\uba70, \uc57d\ubb3c \uce58\ub8cc \uc804 \uacfc\uc815\uc758 \uc5ec\ub7ec \ub2e8\uacc4\uc5d0\uc11c \uc6a9\ub7c9\uc744 \uac1c\uc778\ud654\ud569\ub2c8\ub2e4.<\/span> <span style=\"font-weight: 400;\">\uc774 \uc811\uadfc \ubc29\uc2dd\uc740 \uc608\uce21, \ud655\uc778, \ud559\uc2b5 \ubc0f \uc801\uc6a9\uc758 \uc8fc\uae30\ub85c \uc791\ub3d9\ud569\ub2c8\ub2e4:<\/span> <\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc608\uce21 (\uc120\ud589 \uc6a9\ub7c9 \uc870\uc808):<\/b><span style=\"font-weight: 400;\"> \uccb4\uc911, \uc5f0\ub839, \uc720\uc804\uc801 \uad6c\uc131 \ubc0f \uc7a5\uae30 \uae30\ub2a5\uacfc \uac19\uc740 \ud658\uc790\uc758 \uae30\ucd08 \ub370\uc774\ud130\uac00 \ubaa8\ub378\uc5d0 \uc815\ubcf4\ub97c \uc81c\uacf5\ud558\uace0 \ucd08\uae30 \uc2dc\uc791 \uc6a9\ub7c9\uc744 \uc124\uacc4\ud558\uae30 \uc704\ud55c \uacf5\ubcc0\ub7c9\uc73c\ub85c \uc218\uc9d1\ub429\ub2c8\ub2e4. Moes \ubc15\uc0ac\ub294 \uc774 \uc911\uc694\ud55c \uccab \ub2e8\uacc4\ub97c &#8220;\uc120\ud589 \uc6a9\ub7c9 \uc870\uc808&#8221;\uc774\ub77c\uace0 \uc9c0\uce6d\ud558\uc600\uc2b5\ub2c8\ub2e4 [2].<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ud655\uc778 \ubc0f \uac1c\uc120:<\/b><span style=\"font-weight: 400;\"> \ud658\uc790 \uac04\uc758 \ub192\uc740 \ubcc0\ub3d9\uc131\uc744 \uc81c\uc5b4\ud558\uae30 \uc704\ud574, \uad00\ucc30\ub41c \ub370\uc774\ud130(\uc608: \uc57d\ubb3c \ub18d\ub3c4 \uce21\uc815 \ubc0f \uc57d\ub825\ud559 \ubc14\uc774\uc624\ub9c8\ucee4)\uac00 \ubaa8\ub378\uc744 \uc5c5\ub370\uc774\ud2b8\ud558\uae30 \uc704\ud55c \ubca0\uc774\uc9c0\uc548 \ud53c\ub4dc\ubc31\uc73c\ub85c \uc0ac\uc6a9\ub418\uc5b4 \ud658\uc790\uc758 \uc2e4\uc81c \uc57d\ubb3c \ucc98\ub9ac \ubc0f \ud45c\ud604\ud615\uc744 \ubc18\uc601\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4. [2] \uc774\ub7ec\ud55c \ubc18\ubcf5\uc801\uc778 \uacfc\uc815\uc740 \ubc14\uc774\uc624\ub9c8\ucee4 \uc218\uc9d1 \ud6c4 \ud544\uc694\ud55c \uc6a9\ub7c9 \uac1c\uc120\uc744 \uac00\ub2a5\ud558\uac8c \ud558\uba70, \uc774\ub294 \ud2b9\ud788 \ud608\uc561 \uc885\uc591\ud559 \ubd84\uc57c\uc758 \uc0dd\ubb3c\ud559\uc801 \uc81c\uc81c\uc640 \uac19\uc740 \ubcf5\uc7a1\ud55c \uc57d\ubb3c\uc744 \uad00\ub9ac\ud560 \ub54c \uc911\uc694\ud569\ub2c8\ub2e4. Moes \ubc15\uc0ac\ub294 \uae4c\ub2e4\ub85c\uc6b4 \ud658\uc790\uad70\uc5d0 \ub300\ud55c \ud6a8\ub2a5\uacfc \uc548\uc804\uc131\uc758 \uc911\uc694\uc131\uc744 \uac15\uc870\ud558\uc600\uc2b5\ub2c8\ub2e4. [2]<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p> \u00a0 <span style=\"font-weight: 400;\">\ub530\ub77c\uc11c MIPD\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uc0ac\uc6a9\ud558\uae30 \uc704\ud55c \ud575\uc2ec \ub3d9\ub825\uc5d0\ub294 \uacac\uace0\ud55c \uc784\uc0c1 \uc778\ud504\ub77c, \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uac80\uc0ac\uc2e4 \ubd84\uc11d(\uc608: <\/span><span style=\"font-weight: 400;\">\ub2e4\uc911 \ud56d\uccb4 \ubd84\uc11d\uc744 \uc704\ud55c \uc561\uccb4 \ud06c\ub85c\ub9c8\ud1a0\uadf8\ub798\ud53c-\uc9c8\ub7c9 \ubd84\uc11d\uae30), \uadf8\ub9ac\uace0 \uacb0\uc815\uc801\uc73c\ub85c \uc804\uc790 \uac74\uac15 \uae30\ub85d(EHR) \ubc0f \uac80\uc0ac\uc2e4 \uc815\ubcf4 \uc2dc\uc2a4\ud15c(LIS)\uc744 \ud22c\uc5ec \ub3c4\uad6c\uc5d0 \uc9c1\uc811 \ud1b5\ud569\ud558\ub294 \uac83\uc774 \ud544\uc694\ud569\ub2c8\ub2e4 [1]. \ud6c4\uc790\uc758 \ud55c \uc608\ub85c Cincinnati \uc5b4\ub9b0\uc774 \ubcd1\uc6d0 \uc758\ub8cc \uc13c\ud130(CCHMC)\uc758 Mizuno \ubc15\uc0ac \ud300\uc774 \uac1c\ubc1c\ud55c \uc6b4\uc601 \ud22c\uc5ec \uc18c\ud504\ud2b8\uc6e8\uc5b4\uc778 RoadMAB\uc774\ub77c\ub294 \ud504\ub85c\uadf8\ub7a8\uc774 \uc788\uc2b5\ub2c8\ub2e4 [3, 4].<\/span> <span style=\"font-weight: 400;\">\uc774 \ub3c4\uad6c\ub294 \ubd84\uc11d\uc5d0 \ud544\uc694\ud55c \ud658\uc790 \ub370\uc774\ud130\ub97c \uc790\ub3d9\uc73c\ub85c \uc218\uc815\ud558\uae30 \uc704\ud574 EHR\uc5d0 \ud1b5\ud569\ub418\ub3c4\ub85d \ud2b9\ubcc4\ud788 \uc124\uacc4\ub418\uc5c8\uc73c\uba70, \ub370\uc774\ud130, \uc9c4\ub2e8 \ubc0f \uacb0\uc815 \uc0ac\uc774\uc758 \ub514\uc9c0\ud138 \ub8e8\ud504\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uc644\uc131\ud569\ub2c8\ub2e4.\u00a0\u00a0<\/span> \u00a0 <\/p>\n<h2 style=\"font-family: Inter !important; font-weight: 500 !important; font-size: 28px !important; line-height: 36px !important; letter-spacing: 0px !important;\">\uc2e4\uc81c \uc784\uc0c1 \ub370\uc774\ud130(RWD)\uc640 \ube45\ub370\uc774\ud130 \ubd84\uc11d\uc758 \ud798<\/h2>\n<p> <span style=\"font-weight: 400;\">MIPD\uac00 \uac1c\uc778\ubcc4 \ud22c\uc5ec\ub97c \uc704\ud55c \uc911\uc694\ud55c \uc815\ub7c9\uc801 \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uc81c\uacf5\ud55c\ub2e4\uba74, \uc774 \ub514\uc9c0\ud138 \uc811\uadfc \ubc29\uc2dd\uc758 \uc9c4\uc815\ud55c \ud798\uc740 \uc608\uce21 \ubaa8\ub378\uc774 \uc2e4\uc81c \uc784\uc0c1 \uadfc\uac70(RWE)\ub97c \ud1b5\ud574 \uc9c0\uc18d\uc801\uc73c\ub85c \uac1c\uc120\ub420 \ub54c \uc2e4\ud604\ub429\ub2c8\ub2e4. \ubc14\ub85c \uc774 \uc9c0\uc810\uc5d0\uc11c RWD\uc640 \ube45\ub370\uc774\ud130 \ubd84\uc11d\uc740 TDM\uc640 \uc784\uc0c1 \ub3c5\uc131\ud559\uc744 \ubaa8\ub450 \ubc1c\uc804\uc2dc\ud0a4\uae30 \uc704\ud55c \ud544\uc218 \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4[5].\u00a0<\/span> <span style=\"font-weight: 400;\">RWD\uc758 \uac15\uc810\uc740 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \uc218\uc9d1\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. RWD\ub294 \uc790\ubc1c\uc801 \ubcf4\uace0 \ub370\uc774\ud130\ubca0\uc774\uc2a4, \uccad\uad6c \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ubc0f EHR\uc5d0\uc11c \uc218\uc9d1\ub418\uba70, \uc774\uc0c1 \uc0ac\ub840\ub97c \uac10\uc9c0\ud558\uace0 \ud604\uc7ac\uc758 \uc784\uc0c1 \uad00\ud589 \ud328\ud134\uc744 \ud3c9\uac00\ud558\ub294 \ub370 \ud544\uc218\uc801\uc778 \ubcf4\uc644\uc801 \ud1b5\ucc30\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4[6]. \uc774 \ubc29\ub300\ud558\uace0 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130 \uc138\ud2b8\ub294 \uac00\uc124 \uc0dd\uc131\uc5d0 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. Legg \ubc15\uc0ac\uac00 \uc778\uc6a9\ud55c \ubca0\ud0c0-\ub77d\ud0d0 \uce58\ub8cc \uc57d\ubb3c \ubaa8\ub2c8\ud130\ub9c1(TDM)\uc744 \uc704\ud55c BLUeY \ub4f1\ub85d \uc790\ub8cc\uc640 \uac19\uc740 \ub300\uaddc\ubaa8 \uad00\ucc30 RWD \uc138\ud2b8\ub294[5], \ud76c\uadc0\ud55c \uacb0\uacfc\ub098 \ubcf5\uc7a1\ud55c \ud658\uc790 \ubcc0\ub3d9\uc131\uc73c\ub85c \uc778\ud574 \uc18c\uaddc\ubaa8\uc758 \uc804\ud1b5\uc801\uc778 \uc5f0\uad6c\uc5d0\uc11c \uc885\uc885 \ub193\uce58\uae30 \uc26c\uc6b4 \uc870\uae30 \uac00\uc124 \uc0dd\uc131 \uc2e0\ud638\ub97c ML\uc774 \uc2dd\ubcc4\ud560 \uc218 \uc788\ub3c4\ub85d \ud574\uc90d\ub2c8\ub2e4 [8].\u00a0<\/span> <span style=\"font-weight: 400;\">\ub354\uc6b1 \uc911\uc694\ud55c \uac83\uc740, \uc774 \ub370\uc774\ud130\uac00 \uc785\uc99d \uac00\ub2a5\ud55c \uc784\uc0c1\uc801 \uc601\ud5a5\ub825\uc73c\ub85c \uc9c1\uc811 \uc774\uc5b4\uc9c4\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \uccad\uad6c \ub370\uc774\ud130 \ubd84\uc11d\uc5d0 \ub530\ub974\uba74, \uc9c0\uc18d\uc801\uc778 \ucd94\uc801 \uce58\ub8cc \uc57d\ubb3c \ubaa8\ub2c8\ud130\ub9c1(TDM)\uc774 \uc57d\ubb3c \uc720\ubc1c \ub3c5\uc131 \ubc1c\uc0dd\ub960\uc744 \uadf9\uc801\uc73c\ub85c \ub0ae\ucd9c \uc218 \uc788\uc74c\uc744 \ubcf4\uc5ec\uc8fc\uc5c8\uc2b5\ub2c8\ub2e4. Yamada \ubc15\uc0ac\uac00 \uacf5\uc720\ud55c \ud55c \uc5f0\uad6c\uc5d0 \ub530\ub974\uba74, \uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc774 \ubc18\ucf54\ub9c8\uc774\uc2e0 \uc720\ubc1c \uc2e0\ub3c5\uc131 \ubc1c\uc0dd\ub960\uc744 60.9%\uc5d0\uc11c 9.9%\ub85c \ub0ae\ucd94\uc5c8\uc2b5\ub2c8\ub2e4 [6].\u00a0<\/span> \u00a0 <\/p>\n<h2 style=\"font-family: Inter !important; font-weight: 500 !important; font-size: 28px !important; line-height: 36px !important; letter-spacing: 0px !important;\">\ucc28\uc138\ub300 \uc758\uc0ac \uacb0\uc815 \uc9c0\uc6d0\uc744 \uc704\ud55c AI \ubc0f \uba38\uc2e0\ub7ec\ub2dd(ML)<\/h2>\n<p> <span style=\"font-weight: 400;\">RWD\ub97c \uc0ac\uc6a9\ud558\uc5ec \uac00\uc124\uc744 \uc0dd\uc131\ud558\uace0 \uad00\ud589 \ud328\ud134\uc744 \uac80\uc99d\ud558\ub294 \ub2a5\ub825\uc740 \uc774\ucc98\ub7fc \uac70\ub300\ud558\uace0 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \uc815\uad50\ud55c \ubd84\uc11d \ub3c4\uad6c\uc5d0 \ub300\ud55c \ud575\uc2ec\uc801\uc778 \uc218\uc694\ub97c \ucc3d\ucd9c\ud569\ub2c8\ub2e4. \uc9c4\ub2e8 \uac80\uc0ac\uc2e4\uacfc \uc784\uc0c1 \ud300\uc774 \uc774 \ubc94\ub78c\ud558\ub294 \ub370\uc774\ud130\ub97c \uc608\uce21 \uac00\ub2a5\ud558\uace0 \uc2e4\ud589 \uac00\ub2a5\ud558\uba70 \uac1c\uc778\ud654\ub41c \ud22c\uc5ec \ud1b5\ucc30\ub825\uc73c\ub85c \uc804\ud658\ud560 \uc218 \uc788\ub294 \uac83\uc740 \ubc14\ub85c AI\uc640 ML\uc758 \uc9c4\ubcf4\ub41c \uacc4\uc0b0 \ub2a5\ub825 \ub355\ubd84\uc785\ub2c8\ub2e4.<\/span> <\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc5ed\ub3d9\uc801 \ubaa8\ub378\ub9c1:<\/b><span style=\"font-weight: 400;\"> Legg \ubc15\uc0ac\uac00 \uac15\uc870\ud588\ub4ef\uc774[8], AI\ub294 \uc2dc\uac04\uc774 \uc9c0\ub0a8\uc5d0 \ub530\ub77c \ubcc0\ud558\ub294 \ud658\uc790\uc758 \uc784\uc0c1 \ub9e4\uac1c\ubcc0\uc218\uc5d0 \ub9de\ucdb0 \uc870\uc815\ub420 \uc218 \uc788\ub294 \ub354 \ubcf5\uc7a1\ud558\uace0 \uc5ed\ub3d9\uc801\uc778 \uc9d1\ub2e8 PK (PopPK) \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\ub294 \ub370 \ud544\uc694\ud55c \ub300\uaddc\ubaa8 \ud45c\ubcf8 \ud06c\uae30\uc640 \uad50\ub780 \ubcc0\uc218\ub4e4\uc744 \ucc98\ub9ac\ud558\ub294 \ub370 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ud558\uc774\ube0c\ub9ac\ub4dc \ubaa8\ub378:<\/b><span style=\"font-weight: 400;\"> Mizuno \ubc15\uc0ac\ub294 \ub610\ud55c \uac00\uc7a5 \uc720\ub9dd\ud55c \uc811\uadfc \ubc29\uc2dd\uc740 \uace0\ub9bd\ub41c \uae30\uc220\uc744 \ub118\uc5b4\uc11c\ub294 \uac83\uc774\ub77c\uace0 \uac15\uc870\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \uc608\uce21 \uc624\ub958\ub97c \uc218\uc815\ud558\uae30 \uc704\ud574 \uae30\uc874 \ubca0\uc774\uc9c0\uc548 \ucd94\uc815\uc758 \uc784\uc0c1\uc801 \ud0c0\ub2f9\uc131\uacfc ML(\uc608: XGBoost \ubaa8\ub378 \uc0ac\uc6a9)\uc744 \uacb0\ud569\ud558\ub294 \uac83\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uadf8 \uacb0\uacfc, \uae30\uc874\uc758 PopPK \uc811\uadfc \ubc29\uc2dd\ubcf4\ub2e4 \uc77c\uad00\ub418\uac8c \uc6b0\uc218\ud55c \uc131\ub2a5\uc744 \ubcf4\uc774\ub294 \uac15\ub825\ud55c \ud558\uc774\ube0c\ub9ac\ub4dc \ubaa8\ub378\uc774 \ud0c4\uc0dd\ud569\ub2c8\ub2e4 [3].<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc790\ub3d9\ud654 \ubc0f \uc5d0\uc774\uc804\ud2b8 AI:<\/b><span style=\"font-weight: 400;\"> \ubbf8\ub798\ub97c \ub0b4\ub2e4\ubcfc \ub54c, \ud5a5\ud6c4\uc758 \uc2dc\uc2a4\ud15c\uc740 \uac15\ud654 \ud559\uc2b5\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud658\uc790 \ub370\uc774\ud130\ub97c \uc790\ub3d9\uc73c\ub85c \uc218\uc9d1\ud558\uace0, \uce58\ub8cc \uc635\uc158\uc744 \ud3c9\uac00\ud558\uba70, \ud22c\uc5ec \uc6a9\ubc95\uacfc \uac04\uaca9\uc744 \uc81c\uc548\ud560 \uc218 \uc788\ub294 AI \uc5d0\uc774\uc804\ud2b8\ub97c \uad6c\ucd95\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. Mizuno \ubc15\uc0ac\ub294 \ub610\ud55c \uc774\ub7ec\ud55c \uc9c4\ubcf4\uac00 \uc804\uccb4 \ud22c\uc5ec \uacfc\uc815\uc744 \uac04\uc18c\ud654\ud558\uace0 \uc778\uac04\uc758 \uc758\uc0ac \uacb0\uc815 \uc218\uc900\uc744 \ub192\uc778\ub2e4\uace0 \uac15\uc870\ud558\uc600\uc2b5\ub2c8\ub2e4 [3].<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p> \u00a0 <\/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 \ub9ac\ub354\uc2ed\uc744 \uc704\ud55c \uc804\ub7b5\uc801 \uac00\uce58\uc640 \ud22c\uc790 \uc218\uc775\ub960(ROI)<\/h2>\n<p> <span style=\"font-weight: 400;\">\uc885\ud569\uc801\uc73c\ub85c, MIPD \ud504\ub808\uc784\uc6cc\ud06c, RWD \ubc0f \uc608\uce21 AI\uc758 \ud1b5\ud569\uc740 \ud559\uc220\uc801 \uac1c\ub150 \uadf8 \uc774\uc0c1\uc785\ub2c8\ub2e4. \uc774\ub294 \uc9c4\ub2e8\uc774 \uc81c\uacf5\ud558\ub294 \uac00\uce58 \uc81c\uc548\uc758 \uadfc\ubcf8\uc801\uc778 \ubcc0\ud654\ub97c \uc758\ubbf8\ud569\ub2c8\ub2e4. \uac80\uc0ac\uc2e4 \ubc0f \ubcd1\uc6d0 \uacbd\uc601\uc9c4\uc5d0\uac8c \uc774\ub7ec\ud55c \uc735\ud569\uc740 \ud658\uc790\uc758 \uac74\uac15 \uacb0\uacfc\uc640 \uc870\uc9c1\uc758 \uc7ac\ubb34\uc801 \uc131\uacfc \ubaa8\ub450\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \uc815\ub7c9\ud654 \uac00\ub2a5\ud55c \uc774\uc810\uc73c\ub85c \uc9c1\uc811 \uc774\uc5b4\uc9d1\ub2c8\ub2e4. <\/span> <\/p>\n<h3 style=\"font-family: Inter !important; font-weight: 500 !important; font-size: 24px !important; line-height: 32px !important; letter-spacing: 0px !important;\">A) \ud5a5\uc0c1\ub41c \ud658\uc790 \uc548\uc804 \ubc0f \uc784\uc0c1 \uacb0\uacfc<\/h3>\n<p> <span style=\"font-weight: 400;\"> \ub514\uc9c0\ud138 \uc804\ud658\uc758 \uc8fc\uc694 \uc774\uc810\uc740 \uc9c4\ub2e8 \uc11c\ube44\uc2a4\ub97c \uc218\ub3d9\uc801\uc778 \uacb0\uacfc \ubcf4\uace0\uc5d0\uc11c \ub2a5\ub3d9\uc801\uc774\uace0 \uac1c\uc778\ud654\ub41c \uc9c0\uce68 \uc81c\uacf5\uc73c\ub85c \uaca9\uc0c1\uc2dc\ucf1c, \ub354 \ub098\uc740 \ud658\uc790 \uc9c4\ub8cc\ub85c \uc774\ub044\ub294 \ud798\uc5d0 \uc788\uc2b5\ub2c8\ub2e4.<\/span> <\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc815\ubc00\ub3c4 \ubc0f \uc815\ud655\ub3c4:<\/b><span style=\"font-weight: 400;\"> AI \uc54c\uace0\ub9ac\uc998\uc740 \uc774\uc804\uc5d0\ub294 \ub2ec\uc131\ud560 \uc218 \uc5c6\uc5c8\ub358 \uc218\uc900\uc758 \uc608\uce21 \ub2a5\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, AI \ub3c4\uad6c\ub294 \uc640\ud30c\ub9b0 \ud22c\uc5ec 5\uc77c \ucc28\uc758 \uad6d\uc81c \ud45c\uc900\ud654 \ube44\uc728(INR)\uacfc \uac19\uc740 \ud575\uc2ec \uc784\uc0c1 \uc218\uce58\ub97c \uc778\uac04 \uc804\ubb38\uac00\uc640 \ub300\ub4f1\ud558\uac70\ub098 \uc57d\uac04 \uc0c1\ud68c\ud558\ub294 \uc815\ud655\ub3c4\ub85c \uc608\uce21\ud558\ub294 \ub2a5\ub825\uc744 \uc785\uc99d\ud558\uc600\uc2b5\ub2c8\ub2e4 [8]. \uc774\ub7ec\ud55c \uc608\uce21 \ub2a5\ub825\uc740 \ucd5c\uc801\uc758 \uce58\ub8cc\uac00 \ub2a6\uc5b4\uc9d0\uc73c\ub85c\uc368 \ubc1c\uc0dd\ud558\ub294 \uc704\ud5d8\ud55c \uc9c0\uc5f0\uc744 \ucd5c\uc18c\ud654\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc120\uc81c\uc801 \uac1c\uc785:<\/b><span style=\"font-weight: 400;\"> \uc608\uce21 \ubaa8\ub378\uc744 \uc784\uc0c1 \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc640 \uc5f0\uacb0\ud568\uc73c\ub85c\uc368, \ub514\uc9c0\ud138 \uc758\uc0ac \uacb0\uc815 \uc9c0\uc6d0 \ub300\uc2dc\ubcf4\ub4dc\ub294 \uc784\uc0c1\uc758\uac00 \uc989\uac01\uc801\uc774\uace0 \uc57d\ub3d9\ud559(PK)\uc5d0 \uae30\ubc18\ud55c \uc6a9\ub7c9 \uad8c\uc7a5 \uc0ac\ud56d\uc744 \ubc1b\uc744 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Mizuno \ubc15\uc0ac\uc5d0 \ub530\ub974\uba74, \uc774\ub294 \uc120\uc81c\uc801 \uac1c\uc785\uc744 \uc6a9\uc774\ud558\uac8c \ud558\uc5ec \ud658\uc790\uac00 \uce58\ub8cc \ubaa9\ud45c\uc5d0 \ub354 \ube68\ub9ac \ub3c4\ub2ec\ud558\uace0 \uc774\ub97c \uc720\uc9c0\ud558\ub3c4\ub85d \ud568\uc73c\ub85c\uc368, \uacb0\uacfc\uc801\uc73c\ub85c \uc774\ud658\uc728\uacfc \uc785\uc6d0 \uae30\uac04\uc744 \uc904\uc5ec \ub354 \ub098\uc740 \uce58\ub8cc \uacb0\uacfc\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4 [3].\u00a0<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p> \u00a0 <\/p>\n<h3 style=\"font-family: Inter !important; font-weight: 500 !important; font-size: 24px !important; line-height: 32px !important; letter-spacing: 0px !important;\">B) \uc6b4\uc601 \ud6a8\uc728\uc131 \ubc0f \uacbd\uc81c\uc801 \ub3c5\uc131 \uac10\uc18c<\/h3>\n<p> <span style=\"font-weight: 400;\"> \ub514\uc9c0\ud138 TDM\uc740 \ud2b9\ud788 \uace0\uac00\uc758 \uc804\ubb38 \uc758\uc57d\ud488\uacfc \uad00\ub828\ud558\uc5ec \ube44\uc6a9 \ud1b5\uc81c\ub97c \uc704\ud55c \uac15\ub825\ud55c \ub808\ubc84 \uc5ed\ud560\uc744 \ud558\uba70, \uc57d\ubb3c \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc2e4\uc9c8\uc801\uc778 \uc7ac\ubb34\uc801 \uc218\uc775\uc758 \uc6d0\ucc9c\uc73c\ub85c \ubcc0\ud654\uc2dc\ud0b5\ub2c8\ub2e4.<\/span> <\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ube44\uc6a9 \uc5b5\uc81c:<\/b><span style=\"font-weight: 400;\"> \ucd5c\uc801\ud654\ub41c \ud22c\uc5ec\ub294 \uc57d\ubb3c \ub0ad\ube44\uc640 \ub178\ucd9c\uc744 \ucd5c\uc18c\ud654\ud568\uc73c\ub85c\uc368 \uace0\uac00 \uce58\ub8cc\uc81c\uc758 \ub192\uc740 \ube44\uc6a9 \ubb38\uc81c\ub97c \uc9c1\uc811\uc801\uc73c\ub85c \ud574\uacb0\ud569\ub2c8\ub2e4. \ubaa8\ub4e0 \ud22c\uc5ec\ub7c9\uc744 \uac00\ub2a5\ud55c \ud55c \uc815\ubc00\ud558\uac8c \ubcf4\uc7a5\ud568\uc73c\ub85c\uc368, \ubcd1\uc6d0\uc740 \ucca8\ub2e8 \uce58\ub8cc\uc640 \uad00\ub828\ub41c \uc7ac\ubb34\uc801 \ubd80\ub2f4\uc758 \uc99d\uac00\ub77c\ub294 \uacfc\uc81c\ub97c \ud06c\uac8c \uc644\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4 [2].\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc815\ub7c9\ud654 \uac00\ub2a5\ud55c ROI:<\/b><span style=\"font-weight: 400;\"> \uc57d\ub3d9\ud559\/\uc57d\ub825\ud559(PK\/PD) \ubaa8\ub378\uacfc <\/span><i><span style=\"font-weight: 400;\">\ucef4\ud4e8\ud130 \uc2dc\ubbac\ub808\uc774\uc158<\/span><\/i><span style=\"font-weight: 400;\">\uc744 \uc774\uc6a9\ud55c \uc6a9\ub7c9 \uc870\uc808\uc758 \uc804\ub7b5\uc801 \ud65c\uc6a9\uc740 \uc0c1\ub2f9\ud558\uace0 \uce21\uc815 \uac00\ub2a5\ud55c \ube44\uc6a9 \uc808\uac10\uc744 \uc2e4\ud604\ud558\uc600\uc2b5\ub2c8\ub2e4:<\/span>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>\uc57d\ubb3c \ub0ad\ube44 \uac10\uc18c:<\/b><span style=\"font-weight: 400;\"> \ud2b9\uc815 \ud56d\uccb4-\uc57d\ubb3c \uc811\ud569\uccb4(ADC)\uc758 \uc6a9\ub7c9 \uc870\uc808 \uc2dc, \uc57d\ubb3c \ubc14\uc774\uc54c \uc804\uccb4 \ub2e8\uc704\ub9cc\uc744 \uc0ac\uc6a9\ud558\ub3c4\ub85d \ubaa9\ud45c\ub97c \uc124\uc815\ud55c \uc804\ub7b5\uc744 \ud1b5\ud574 \uc57d\uc81c\ube44\uc758 \uc57d 25%\ub97c \uc808\uac10\ud55c \uac83\uc73c\ub85c \ucd94\uc815\ub429\ub2c8\ub2e4 [2].\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>\ud22c\uc5ec \uac04\uaca9 \uc5f0\uc7a5:<\/b><span style=\"font-weight: 400;\"> Moes \ubc15\uc0ac\uc758 \ubc1c\ud45c\uc5d0 \ub530\ub974\uba74, \ubaa8\ub378 \uae30\ubc18 \uc6a9\ub7c9 \ucd5c\uc801\ud654\ub294 \ud658\uc790\uc758 \ud3b8\uc758\uc131\uc744 \uac1c\uc120\ud558\ub294 \ub3d9\uc2dc\uc5d0 \ube44\uc6a9\uc744 \uc808\uac10\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud53c\ud558 \uc8fc\uc0ac\uc6a9 \uba74\uc5ed\uad00\ubb38 \uc5b5\uc81c\uc81c(\uc608: \ub2c8\ubcfc\ub8e8\ub9d9)\uc5d0 \ub300\ud574 \uccb4\uc911 \uae30\ubc18 \ud22c\uc5ec \uac04\uaca9\uc744 \uc124\uc815\ud55c \uacb0\uacfc, \uc5c4\uaca9\ud55c \uc784\uc0c1\uc801 \uc720\ud6a8\uc131 \uae30\uc900\uc744 \uc720\uc9c0\ud558\uba74\uc11c\ub3c4 \uc5f0\uac04 \uc57d\uc81c\ube44\ub97c 30% \uc774\uc0c1 \uc808\uac10\ud558\ub294 \uac83\uc73c\ub85c \ub098\ud0c0\ub0ac\uc2b5\ub2c8\ub2e4 [2].<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p> \u00a0 <\/p>\n<h3 style=\"font-family: Inter !important; font-weight: 500 !important; font-size: 24px !important; line-height: 32px !important; letter-spacing: 0px !important;\">C) \uc9c4\ub2e8 \uc5f0\uc18d\uccb4\uc758 \ubc1c\uc804<\/h3>\n<p> <span style=\"font-weight: 400;\">\ub514\uc9c0\ud138 \uc804\ud658\uc740 \uc9c4\ub8cc \uc5f0\uc18d\uccb4 \ub0b4\uc5d0\uc11c \uac80\uc0ac\uc2e4\uc758 \uc704\uce58\ub97c \uadfc\ubcf8\uc801\uc73c\ub85c \ubcc0\ud654\uc2dc\ud0b5\ub2c8\ub2e4. \uc774\uc81c \uac80\uc0ac\uc2e4\uc740 \ub2e8\uc21c\ud55c \uc11c\ube44\uc2a4 \uc81c\uacf5\uc790\uac00 \uc544\ub2c8\ub77c \uce58\ub8cc\uc758 \uc804\ub7b5\uc801 \ud30c\ud2b8\ub108\uc785\ub2c8\ub2e4:<\/span> <\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>EHR \ud1b5\ud569:<\/b><span style=\"font-weight: 400;\"> MIPD\uc640 ML\uc744 EHR\uc5d0 \uc9c1\uc811 \ud1b5\ud569\ud558\ub294 RoadMAB \uc18c\ud504\ud2b8\uc6e8\uc5b4\uc640 \uac19\uc740 \ub3c4\uad6c\ub97c \uac1c\ubc1c\ud558\uba74, \ud544\uc694\ud55c \ud658\uc790 \ub370\uc774\ud130\uc758 \uc218\uc815\uc744 \uc790\ub3d9\ud654\ud558\uace0 \uc784\uc0c1\uc758\uc758 \ubd84\uc11d\uc744 \uac04\uc18c\ud654\ud569\ub2c8\ub2e4 [3, 4]. \uc774\ub7ec\ud55c \ud601\uc2e0\uc740 \uc9c4\ub2e8\uc758 \uac00\uce58 \uc81c\uc548\uc744 \uc815\uc801\uc778 \uac80\uc0ac\uc2e4 \uacb0\uacfc\uc5d0\uc11c \ucd5c\uc885\uc801\uc774\uace0 \uc2e4\ud589 \uac00\ub2a5\ud55c \uce58\ub8cc \uad8c\uc7a5 \uc0ac\ud56d\uc73c\ub85c \uc804\ud658\uc2dc\ud0b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc0c8\ub85c\uc6b4 \ubd84\uc11d \ubc0f \ub2e4\uc911\ud654:<\/b><span style=\"font-weight: 400;\"> Moes \ubc15\uc0ac\uac00 \uc5b8\uae09\ud55c LCMS\uc640 \uac19\uc740 \ucc28\uc138\ub300 \ubd84\uc11d\ubc95\uc5d0 \ub300\ud55c \uc804\ub7b5\uc801 \ud22c\uc790\ub294 \ub2e8\uc77c \ud658\uc790 \uc0d8\ud50c\uc5d0\uc11c \uc5ec\ub7ec \uc57d\ubb3c \ub18d\ub3c4\ub098 \ud56d\uccb4\ub97c \ub3d9\uc2dc\uc5d0 \uce21\uc815\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4 [2]. \uc774\ub294 \uac80\uc0ac\uc2e4\uc758 \uc11c\ube44\uc2a4 \ud3ec\ud2b8\ud3f4\ub9ac\uc624\ub97c \uac15\ud654\ud558\uace0 \ud6a8\uc728\uc131\uc744 \ub192\uc774\uba70, \uc0dd\ubb3c\ud559\uc801 \uc81c\uc81c \ubaa8\ub2c8\ud130\ub9c1\uc758 \ubcf5\uc7a1\ud55c \uc694\uad6c \uc0ac\ud56d\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.\u00a0<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p> \u00a0 <span style=\"font-weight: 400;\">\uc774\ub7ec\ud55c \ud6a8\uc728\uc131 \uc2e4\ud604\uc740 \uc911\uc694\ud55c \ud328\ub7ec\ub2e4\uc784\uc758 \ubcc0\ud654\ub97c \uac15\uc870\ud569\ub2c8\ub2e4. \uc989, \uce58\ub8cc \uc57d\ubb3c \ubaa8\ub2c8\ud130\ub9c1(TDM)\uc758 \ub514\uc9c0\ud138 \uc804\ud658\uc740 \ub2e8\uc21c\ud788 \uac04\uc811\ube44\ub97c \ubc1c\uc0dd\uc2dc\ud0a4\ub294 \uac83\uc774 \uc544\ub2c8\ub77c, \uba85\ud655\ud558\uace0 \uc0c1\ub2f9\ud55c \ud22c\uc790 \uc218\uc775\ub960(ROI)\uc744 \ucc3d\ucd9c\ud558\ub294 \uac00\uce58 \uc0dd\uc131\uae30\ub85c \uc791\uc6a9\ud569\ub2c8\ub2e4.<\/span> \u00a0 <\/p>\n<h2 style=\"font-family: Inter !important; font-weight: 500 !important; font-size: 28px !important; line-height: 36px !important; letter-spacing: 0px !important;\">\ubcc0\ud654\ub97c \uc704\ud55c \ub85c\ub4dc\ub9f5: \ub9ac\ub354\uc2ed\uc744 \uc704\ud55c \ud589\ub3d9 \ucd09\uad6c<\/h2>\n<p> <span style=\"font-weight: 400;\">\uc774\ub7ec\ud55c \uc0c1\ub2f9\ud55c ROI\ub97c \uc2e4\ud604\ud558\uace0 \uc120\uc9c4\ud654\ub41c \uc9c4\ub2e8 \uc5f0\uc18d\uccb4\ub97c \uc720\uc9c0\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc870\uc9c1\uc758 \uc900\ube44 \uc0c1\ud0dc\uc640 \uae30\uc220\uc801 \uac70\ubc84\ub10c\uc2a4\ub97c \ubaa8\ub450 \uc544\uc6b0\ub974\ub294 \uc2e0\uc911\ud558\uace0 \ubbf8\ub798 \uc9c0\ud5a5\uc801\uc778 \uc804\ub7b5\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uac80\uc0ac\uc2e4 \ubc0f \ubcd1\uc6d0 \uacbd\uc601\uc9c4\uc5d0\uac8c \uc55e\uc73c\ub85c\uc758 \uae38\uc740 \ub2e8\uc21c\ud788 \uae30\uc220\uc744 \ub3c4\uc785\ud558\ub294 \uac83\uc774 \uc544\ub2c8\ub77c \uae30\uad00\uc758 \ubcc0\ud654\ub97c \uc774\ub044\ub294 \uac83\uc774\uc5b4\uc57c \ud569\ub2c8\ub2e4. \uc774\ub97c \ub2ec\uc131\ud558\uae30 \uc704\ud574\uc11c\ub294 \uba85\ud655\ud55c \uc77c\ub828\uc758 \uc870\uce58\ub4e4\uc774 \ud544\uc694\ud569\ub2c8\ub2e4:<\/span> <\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ud559\uc81c \uac04 \ud611\uc5c5:<\/b><span style=\"font-weight: 400;\"> \ud1b5\ud569 \uc9c4\ub8cc\uc5d0 \ub300\ud55c \ucd1d\uccb4\uc801\uc778 \ube44\uc804\uc744 \ub2ec\uc131\ud558\ub824\uba74 \uc804\ud1b5\uc801\uc778 \ubd80\uc11c \uac04 \uc7a5\ubcbd\uc744 \ud5c8\ubb3c\uc5b4\uc57c \ud569\ub2c8\ub2e4. \uc6d0\ud65c\ud55c \ub3c4\uad6c \ud1b5\ud569\uacfc \uc6cc\ud06c\ud50c\ub85c\uc6b0 \ucc44\ud0dd\uc744 \ubcf4\uc7a5\ud558\uae30 \uc704\ud574 \uc784\uc0c1 \uc57d\ud559, \uac80\uc0ac\uc2e4 \uc11c\ube44\uc2a4, IT\/\uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c, \ubcd1\uc6d0 \uad00\ub9ac \ub4f1 \uc8fc\uc694 \uc774\ud574\uad00\uacc4\uc790 \uac04\uc758 \ud6a8\uacfc\uc801\uc778 \ud611\uc5c5\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4 [1].<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uac70\ubc84\ub10c\uc2a4 \ubc0f \ud488\uc9c8 \uad00\ub9ac:<\/b><span style=\"font-weight: 400;\">\ub514\uc9c0\ud138 \uae30\uc220, \ud2b9\ud788 AI\ub294 \uc138\uc2ec\ud55c \uad00\ub9ac\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \uacbd\uc601\uc9c4\uc740 \ubaa8\ub378(\ud2b9\ud788 RWD\ub97c \ud65c\uc6a9\ud558\ub294 \ubaa8\ub378)\uc774 \uad11\ubc94\uc704\ud55c \ud658\uc790 \uc9c4\ub8cc\uc5d0 \uc788\uc5b4 \uc548\uc804\ud558\uace0 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub3c4\ub85d \uac15\ub825\ud55c \ub370\uc774\ud130 \ud488\uc9c8, \uc5c4\uaca9\ud55c \uc678\ubd80 \uac80\uc99d \ubc0f \ud655\uace0\ud55c \uac70\ubc84\ub10c\uc2a4\ub97c \uc6b0\uc120\uc2dc\ud574\uc57c \ud569\ub2c8\ub2e4 [8]. \uba85\ud655\ud55c \ud504\ub85c\ud1a0\ucf5c\uc744 \uc218\ub9bd\ud558\uba74 \ubc95\uc801 \ucc45\uc784\uc73c\ub85c\ubd80\ud130 \ubcf4\ud638\ubc1b\uc744 \uc218 \uc788\uc73c\uba70 \ud658\uc790\uc758 \uc548\uc804\uc744 \ubcf4\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ud22c\uc790 \uc9d1\uc911:<\/b><span style=\"font-weight: 400;\"> \ud5a5\ud6c4 \ud22c\uc790\ub294 \uac1c\ubcc4\uc801\uc778 \ub3c4\uad6c\ub97c \uad6c\ub9e4\ud558\uae30\ubcf4\ub2e4\ub294 \uc2dc\uc2a4\ud15c\uc744 \ud1b5\ud569\ud558\ub294 \ub370 \uc9d1\uc911\ud574\uc57c \ud569\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \uc804\uccb4 \uc57d\ub825\ud559(PK\/PD \ubaa8\ub378), \ub514\uc9c0\ud138 \ud2b8\uc708\uacfc \uac19\uc740 \uace0\uae09 \uac1c\ub150, \uadf8\ub9ac\uace0 \uc815\uad50\ud55c AI \uae30\ub2a5\uc744 \uc784\uc0c1 \uc758\uc0ac \uacb0\uc815 \uc9c0\uc6d0 \ub300\uc2dc\ubcf4\ub4dc\uc5d0 \uc9c1\uc811 \ud1b5\ud569\ud558\ub294 \uac83\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc740 \uce58\ub8cc \uc57d\ubb3c \ubaa8\ub2c8\ud130\ub9c1(TDM)\uc744 \ub354\uc6b1 \ud604\ub300\ud654\ud558\uace0 \ubcc0\ud654\uc2dc\ucf1c, \ubaa8\ub4e0 \ud658\uc790\uc5d0\uac8c <\/span><b><i>\uc801\uc808\ud55c \uc57d\ubb3c\uc744, \uc801\uc808\ud55c \uc6a9\ub7c9\uc73c\ub85c, \uc801\uc808\ud55c \uc2dc\uac04\uc5d0<\/i><\/b><span style=\"font-weight: 400;\"> \ud22c\uc5ec\ud55c\ub2e4\ub294 \uad81\uadf9\uc801\uc778 \ubaa9\ud45c\ub97c \ubcf4\uc7a5\ud560 \uac83\uc785\ub2c8\ub2e4 [2, 3].<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p> \u00a0 <span style=\"font-weight: 400;\">\uad81\uadf9\uc801\uc73c\ub85c, \uc5c5\uacc4 \ub9ac\ub354\ub4e4\uc774 \ud655\uc778\ud55c \uce58\ub8cc \uc57d\ubb3c \ubaa8\ub2c8\ud130\ub9c1(TDM)\uc758 \ub514\uc9c0\ud138 \ubbf8\ub798\ub294 \ubaa9\uc801\uc774 \ubd84\uba85\ud55c \uc815\ubc00 \uc758\ub8cc\ub97c \uc9c0\ud5a5\ud569\ub2c8\ub2e4. \uc774\ub294 \uc9c4\ub2e8\uc774 \uc9c4\ub8cc\uc758 \ub2a5\ub3d9\uc801\uc774\uace0 \ud1b5\ud569\ub41c \ud30c\ud2b8\ub108\uac00 \ub420 \uae30\ud68c\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc804\ud658\uc740 \ub9ac\ub354\ub4e4\uc5d0\uac8c \uce21\uc815 \uac00\ub2a5\ud55c \uc218\uc775\uacfc \ud568\uaed8 \ubd84\uba85\ud55c \uacbd\uc7c1 \uc6b0\uc704\ub97c \uc81c\uacf5\ud558\uc9c0\ub9cc, \uc9c4\uc815\ud55c \uc2b9\ub9ac\ub294 \uac1c\uc778\ud654\ub41c \uc548\uc804\uc744 \ubaa8\ub450\ub97c \uc704\ud55c \ud575\uc2ec \ud45c\uc900\uc73c\ub85c \ub9cc\ub4e6\uc73c\ub85c\uc368 \uc758\ub8cc\uc5d0 \ub300\ud55c \uc778\uac04\uc758 \uacbd\ud5d8\uc744 \uadfc\ubcf8\uc801\uc73c\ub85c \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ub2a5\ub825\uc5d0 \uc788\uc2b5\ub2c8\ub2e4.<\/span> <\/p>\n<hr \/>\n<p> \u00a0 <i><span style=\"font-weight: 400;\">\ucc38\uace0\ubb38\ud5cc<\/span><\/i> <a href=\"https:\/\/bpspubs.onlinelibrary.wiley.com\/doi\/10.1111\/bcp.14426\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">[1] <\/span><\/a><span style=\"font-weight: 400;\">Mizuno, T., Vinks, A.A., Fukuda, T., Rosenheck, R., Wetterland, L., de Leon, J., Hartman, S., Arnold, L.M. \ubc0f Patino, L.R. (2022) &#8216;Clinical implementation of pharmacogenetics and model-informed precision dosing to improvement patient care&#8217;, <\/span><i><span style=\"font-weight: 400;\">British Journal of Clinical Pharmacology<\/span><\/i><span style=\"font-weight: 400;\">, 88(4), pp. 1418-1426.<\/span> <a href=\"https:\/\/docs.google.com\/document\/d\/1BvNl8lAYxfy36xmXXwKktXdTbsklaISkKwx1QEqg9no\/edit?usp=drive_link\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">[2]<\/span><\/a><span style=\"font-weight: 400;\"> Moes, D.J. (2025) &#8216;Model Informed (precision) dosing of biologics in (hemato)oncology: challenges and opportunities?&#8217;, <\/span><i><span style=\"font-weight: 400;\">23\ucc28 \uad6d\uc81c \uce58\ub8cc \uc57d\ubb3c \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uc784\uc0c1 \ub3c5\uc131\ud559 \ud611\ud68c(IATDMCT) \ud68c\uc758<\/span><\/i><span style=\"font-weight: 400;\">. \uadf8\ub79c\ub4dc \ucf54\ud50c\ub7f0 \uc6cc\ud130\ud504\ub7f0\ud2b8 \ud638\ud154, \uc2f1\uac00\ud3ec\ub974, 9\uc6d4 21\u201324\uc77c.<\/span> <a href=\"https:\/\/docs.google.com\/document\/d\/1Uit7t_CVMWfrXb8H3bizV4Oqs0B3xdEKcnCWdBsj1MQ\/edit?usp=drive_link\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">[3]<\/span><\/a><span style=\"font-weight: 400;\"> Mizuno, T.(2025) &#8216;Leveraging machine learning and decision support dashboard to facilitate precision dosing in pediatric patient care&#8217;, <\/span><i><span style=\"font-weight: 400;\">\uc81c23\ud68c \uad6d\uc81c \uce58\ub8cc \uc57d\ubb3c \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uc784\uc0c1 \ub3c5\uc131\ud559\ud68c(IATDMCT) \ucee8\ud37c\ub7f0\uc2a4<\/span><\/i><span style=\"font-weight: 400;\">. \uadf8\ub79c\ub4dc \ucf65\ud1a4 \uc6cc\ud130\ud504\ub860\ud2b8 \ud638\ud154, \uc2f1\uac00\ud3ec\ub974, 9\uc6d4 21\uc77c~24\uc77c.<\/span> <a href=\"https:\/\/academic.oup.com\/ibdjournal\/article\/29\/8\/1342\/6839996?login=false\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">[4] <\/span><\/a><span style=\"font-weight: 400;\">Colman, R.J., Xiong, Y., Mizuno, T., Xie, C., Vinks, A.A., Hyams, J.S., Denson, L.A. \ubc0f Minar, P.(2023) &#8216;Model-informed Precision Dosing for Biologics Is Now Available at the Bedside: A Roadmap for Strategies and Considerations for Real-world Implementation&#8217;, <\/span><i><span style=\"font-weight: 400;\">Inflammatory Bowel Diseases<\/span><\/i><span style=\"font-weight: 400;\">, 29(1), pp. 119\u2013127. doi: 10.1093\/ibd\/izac063.<\/span> <a href=\"https:\/\/ascpt.onlinelibrary.wiley.com\/doi\/10.1002\/psp4.12745\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">[5] <\/span><\/a><span style=\"font-weight: 400;\">Maier, C., Hartung, N., Kloft, C., Huisinga, W.\ubc0f Henrich, W.(2021) &#8216;A continued learning approach for model-informed precision dosing: updating models in clinical practice&#8217;, <\/span><i><span style=\"font-weight: 400;\">CPT: Pharmacometrics &#038; Systems Pharmacology<\/span><\/i><span style=\"font-weight: 400;\">, 10(4), pp. 311\u2013321.<\/span> <a href=\"https:\/\/docs.google.com\/document\/d\/14aw8je3yf181fa3pnVx8u0AWBQldlrt1yC4K3zV2Npg\/edit?usp=drive_link\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">[6] <\/span><\/a><span style=\"font-weight: 400;\">Yamada, T.(2025) &#8216;Real-World Big Data Insights for Advancing Therapeutic Drug Monitoring and Clinical Toxicology&#8217;, <\/span><i><span style=\"font-weight: 400;\">23\ucc28 \uad6d\uc81c \uce58\ub8cc \uc57d\ubb3c \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uc784\uc0c1 \ub3c5\uc131\ud559 \ud611\ud68c(IATDMCT) \ud68c\uc758<\/span><\/i><span style=\"font-weight: 400;\">. \uadf8\ub79c\ub4dc \ucf65\ud1a4 \uc6cc\ud130\ud504\ub860\ud2b8 \ud638\ud154, \uc2f1\uac00\ud3ec\ub974, 9\uc6d4 21\uc77c~24\uc77c.<\/span> <a href=\"https:\/\/academic.oup.com\/jac\/article\/78\/10\/2395\/7226352\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">[7]<\/span><\/a><span style=\"font-weight: 400;\"> Pai Mangalore, R., Peel, T.N., Udy, A.A. \ubc0f Peleg, A.Y. (2023) &#8216;The clinical application of beta-lactam antibiotic therapeutic drug monitoring in the critical care setting&#8217;, Journal of Antimicrobial Chemotherapy, 78(10), pp. 2395-2405. \uc785\uc218\ucc98: <\/span><a href=\"https:\/\/doi.org\/10.1093\/jac\/dkad223\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">https:\/\/doi.org\/10.1093\/jac\/dkad223<\/span><\/a><span style=\"font-weight: 400;\"> (2026\ub144 1\uc6d4 26\uc77c\uc5d0 \uc561\uc138\uc2a4\ud568).<\/span> <a href=\"https:\/\/docs.google.com\/document\/d\/1XDRqjvduAq3dbnFsj_bxBKyy4p0-XekBPtOhiKOAP8o\/edit?usp=drive_link\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">[8] <\/span><\/a><span style=\"font-weight: 400;\">Legg, A.(2025) &#8216;TDM research in the digital age?&#8217;, <\/span><i><span style=\"font-weight: 400;\">23\ucc28 \uad6d\uc81c \uce58\ub8cc \uc57d\ubb3c \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uc784\uc0c1 \ub3c5\uc131\ud559 \ud611\ud68c(IATDMCT) \ud68c\uc758<\/span><\/i><span style=\"font-weight: 400;\">. \uadf8\ub79c\ub4dc \ucf65\ud1a4 \uc6cc\ud130\ud504\ub860\ud2b8 \ud638\ud154, \uc2f1\uac00\ud3ec\ub974, 9\uc6d4 21\uc77c~24\uc77c.<\/span>      <\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uce58\ub8cc\uc5d0 \uc788\uc5b4 \ud575\uc2ec\uc801\uc778 \uc784\uc0c1\uc801 \uacfc\uc81c\ub294 \ud754\ud788 \ub2e4\uc74c\uacfc \uac19\uc740 \uacb0\uc815\uc801\uc778 \uc9c8\ubb38\uc73c\ub85c \uc694\uc57d\ub429\ub2c8\ub2e4: \uc5bc\ub9c8\ub098 \ub9ce\uc740 \uc591\uc758 \uc57d\ubb3c\uc744, \uc5bc\ub9c8\ub098 \uc624\ub7ab\ub3d9\uc548 \ud22c\uc5ec\ud574\uc57c \ud558\ub294\uac00? \ub108\ubb34\ub098 \uc624\ub7ab\ub3d9\uc548 \uc9c4\uc815\ud55c \uc815\ubc00 \uc758\ub8cc\ub97c \ud5a5\ud55c \uc5f4\ub9dd\uc740 \uace0\uc815\ub41c \uc77c\uad04 \ud22c\uc5ec \ubc29\uc2dd\uacfc \uc2dc\ub300\uc5d0 \ub4a4\ub5a8\uc5b4\uc9c4 \uc57d\ub3d9\ud559(PK) \ubaa8\ub378\uc758 \ud55c\uacc4\uc5d0 \ubd80\ub52a\ud600 \uc654\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc0dd\ubb3c\ud559\uc801 \uc81c\uc81c\ub098 \uac15\ub825\ud55c \uc2e0\uc57d \ud654\ud569\ubb3c\uacfc \uac19\uc740 \ucca8\ub2e8 \uc758\uc57d\ud488\uc5d0 \ub300\uc751\ud558\uae30\uc5d0\ub294 \ubd80\uc801\ud569\ud558\uace0 \uacbd\uc9c1\ub41c \uccb4\uacc4\uc600\uc2b5\ub2c8\ub2e4.\u00a0 \ud558\uc9c0\ub9cc \uc6b0\ub9ac \uc5c5\uacc4\ub97c \ubcc0\ud654\uc2dc\ud0a4\uace0 \uc788\ub294 [&hellip;]<\/p>\n","protected":false},"author":97,"featured_media":147634,"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":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center 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