{"id":146307,"date":"2025-09-10T02:30:50","date_gmt":"2025-09-10T02:30:50","guid":{"rendered":"https:\/\/labinsights.com\/acf_article\/%ed%98%84%eb%af%b8%ea%b2%bd%ec%97%90%ec%84%9c-%ed%94%bd%ec%85%80%eb%a1%9c-%eb%94%94%ec%a7%80%ed%84%b8-%eb%b3%91%eb%a6%ac%ed%95%99%ec%9d%98-%ec%83%88%eb%a1%9c%ec%9a%b4-%ec%8b%9c%eb%8c%80\/"},"modified":"2026-02-18T09:50:25","modified_gmt":"2026-02-18T09:50:25","slug":"from-microscope-to-pixels-the-new-age-of-digital-pathology","status":"publish","type":"acf_article","link":"https:\/\/labinsights.com\/ko\/management\/digital-transformation\/from-microscope-to-pixels-the-new-age-of-digital-pathology\/","title":{"rendered":"\ud604\ubbf8\uacbd\uc5d0\uc11c \ud53d\uc140\ub85c: \ub514\uc9c0\ud138 \ubcd1\ub9ac\ud559\uc758 \uc0c8\ub85c\uc6b4 \uc2dc\ub300"},"content":{"rendered":"<h2 style=\"font-family: Inter !important; font-weight: 500 !important; font-size: 28px !important; line-height: 36px !important; letter-spacing: 0px !important;\">\ud575\uc2ec \uc694\uc810:<\/h2>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>\ub514\uc9c0\ud138 \ubcd1\ub9ac\ud559\uc740 \uc6cc\ud06c\ud50c\ub85c\ub97c \uac04\uc18c\ud654\ud558\uace0 \uc9c4\ub2e8\uc744 \uac1c\uc120\ud558\uae30 \uc704\ud574 \uad11\ud559 \ud604\ubbf8\uacbd\uc744 \uace0\ud574\uc0c1\ub3c4 \ub514\uc9c0\ud138 \uc2ac\ub77c\uc774\ub4dc\ub85c \ub300\uccb4\ud558\uba70 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc5d0\uc11c \uc0c8\ub85c\uc6b4 \ud45c\uc900\uc774 \ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\ub514\uc9c0\ud138\ud654\ub97c \ub118\uc5b4\uc11c\ub294 \uc644\uc804\ud55c \ub514\uc9c0\ud138 \uc804\ud658\uc740 \uc790\ub3d9\ud654, AI, \ub370\uc774\ud130 \uc5f0\uacb0\uc131\uc744 \ud1b5\ud569\ud558\uc5ec \uc804\uccb4 \uc9c4\ub2e8 \uacbd\ub85c\ub97c \uc7ac\uad6c\uc131\ud568\uc73c\ub85c\uc368 \ub354 \ube60\ub974\uace0 \uc815\ud655\ud55c \uacb0\uacfc\ub97c \uc5bb\uc744 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4.<\/li>\n<li>AI \uae30\ubc18 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc740 \uac80\ucd9c, \uc815\ub7c9, \ubd84\ub958 \uae30\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ucf1c \uc7ac\ud604\uc131\uc744 \ub192\uc774\uace0, \ubcd1\ub9ac\ud559\uc790\uac00 \ub354\uc6b1 \ubcf5\uc7a1\ud55c \uc99d\ub840\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<li>\uac1c\ubc29\uc801\uc774\uace0 \uc0c1\ud638 \uc6b4\uc6a9 \uac00\ub2a5\ud55c \uc0dd\ud0dc\uacc4\ub294 \ucd5c\uc0c1\uae09 \uc11c\ub4dc\ud30c\ud2f0 AI \ub3c4\uad6c\uc758 \ud1b5\ud569\uc744 \uac00\ub2a5\ud558\uac8c \ud558\uc5ec \uc720\uc5f0\uc131, \ud601\uc2e0, \uc7a5\uae30 \uc801\uc751\uc131\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc870\uae30 \ub3c4\uc785\uc740 \uc554 \uc9c4\ub8cc \uacbd\ub85c\ub97c \uac15\ud654\ud558\uc5ec \ub354 \ube60\ub978 \ubc1c\uacac, \ub354 \ube60\ub978 \ucc98\ub9ac \uc2dc\uac04 \ubc0f \uc6d0\uaca9\uc9c0\uc5d0\uc11c\ub3c4 \ub354 \ud3ed\ub113\uc740 \uc804\ubb38\uac00\uc758 \uc811\uadfc\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed \uc804\uc5ed\uc5d0\uc11c \ubcd1\ub9ac \uac80\uc0ac\uc2e4\uc740 \uc5c4\uccad\ub09c \ubcc0\ud654\ub97c \uacaa\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc874\uc758 \uad11\ud559 \ud604\ubbf8\uacbd\uc5d0\uc11c \ub514\uc9c0\ud138 \ubcd1\ub9ac\ud559\uc73c\ub85c\uc758 \uc804\ud658\uc740 \ub354 \uc774\uc0c1 \uc0c8\ub85c\uc6b4 \ucd94\uc138\uac00 \uc544\ub2c8\uba70 \ube60\ub974\uac8c \uc0c8\ub85c\uc6b4 \ud45c\uc900\uc73c\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uac04\ub2e8\ud788 \ub9d0\ud574, \ub514\uc9c0\ud138 \ubcd1\ub9ac\ud559\uc740 \uc804\ud1b5\uc801\uc73c\ub85c \ud604\ubbf8\uacbd\uc73c\ub85c \uad00\ucc30\ud558\ub358 \uc720\ub9ac \uc2ac\ub77c\uc774\ub4dc\ub97c \ubcd1\ub9ac\ud559\uc790\uac00 \ucef4\ud4e8\ud130\uc5d0\uc11c \uc5f4\ub78c\ud560 \uc218 \uc788\ub294 \uace0\ud574\uc0c1\ub3c4 \ub514\uc9c0\ud138 \uc774\ubbf8\uc9c0\ub85c \ubcc0\ud658\ud558\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubcc0\ud654\ub294 \ub2e8\uc21c\ud55c \uae30\uc220 \ub3c4\uc785\uc774 \uc544\ub2c8\ub77c, \uc9c4\ub2e8 \uc6cc\ud06c\ud50c\ub85c\ub97c \uc7ac\uad6c\uc131\ud558\uace0 \uc624\ub298\ub0a0 \ubcf4\uac74 \uc758\ub8cc \uc2dc\uc2a4\ud15c\uc774 \uc9c1\uba74\ud55c \uac00\uc7a5 \uc2dc\uae09\ud55c \uacfc\uc81c \uc911 \uc77c\ubd80\ub97c \ud574\uacb0\ud558\ub294 \ub370 \uc758\uc758\uac00 \uc788\uc2b5\ub2c8\ub2e4. \ub514\uc9c0\ud138 \ubcd1\ub9ac\ud559\uc740 \ub2e8\uc9c0 \uc720\ub9ac \uc2ac\ub77c\uc774\ub4dc\ub97c \ub300\uccb4\ud558\ub294 \ud604\ub300\uc801\uc778 \ub300\uc548\uc774 \uc544\ub2d9\ub2c8\ub2e4. \uc9c4\ub2e8 \uc815\ubcf4\ub97c \ubcf4\uace0, \ud574\uc11d\ud558\uace0, \uad00\ub9ac\ud558\ub294 \ubc29\uc2dd\uc758 \uadfc\ubcf8\uc801\uc778 \ubcc0\ud654\uc785\ub2c8\ub2e4. \uc774\uc81c \ub17c\uc810\uc740 \ub514\uc9c0\ud138 \ubcd1\ub9ac\ud559\uc774 \uc8fc\ub958\uac00 \ub420 \uac83\uc778\uc9c0\uac00 \uc544\ub2c8\ub77c, \uc5b8\uc81c \uadf8\ub9ac\uace0 \uac01 \uae30\uad00\uc774 \uc5bc\ub9c8\ub098 \ud6a8\uacfc\uc801\uc73c\ub85c \uc774 \uc804\ud658\uc744 \ub2ec\uc131\ud560 \uc218 \uc788\ub294\uc9c0\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;\">\ubcd1\ub9ac \uac80\uc0ac\uc2e4\uc758 \uc9c4\ud654: \ub514\uc9c0\ud138\ud654\uc5d0\uc11c \ub514\uc9c0\ud138 \uc804\ud658\uc73c\ub85c<\/h2>\n<p>\uad11\ud559 \ud604\ubbf8\uacbd\uc5d0\uc11c \ub514\uc9c0\ud138 \uc6b0\uc120 \ubaa8\ub378\ub85c \uc804\ud658\ud558\ub294 \uc5ec\uc815\uc740 \ub514\uc9c0\ud138\ud654\uc640 \ub514\uc9c0\ud138 \uc804\ud658\uc774\ub77c\ub294 \ub450 \ub2e8\uacc4\ub85c \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4. <strong>\ub514\uc9c0\ud138\ud654<\/strong>\ub294 \ubcf4\uad00 \ub610\ub294 \uacf5\uc720\ub97c \ubaa9\uc801\uc73c\ub85c \uc720\ub9ac \ud604\ubbf8\uacbd \uc2ac\ub77c\uc774\ub4dc\ub97c \uc2a4\uce94\ud558\uc5ec \uc804\uccb4 \uc2ac\ub77c\uc774\ub4dc \uc774\ubbf8\uc9c0(Whole Slide Image, WSI)\ub97c \ub9cc\ub4dc\ub294 \uac83\uc5d0\uc11c \uc2dc\uc791\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ubb3c\ub9ac\uc801 \ubcf4\uad00 \uacf5\uac04 \ubb38\uc81c\ub098 \uc6d0\uaca9 \uc790\ubb38 \ub4f1\uc758 \uc5ec\ub7ec \ubb3c\ub958 \uad00\ub828 \ubb38\uc81c\ub97c \ud574\uacb0\ud574 \uc8fc\uc5c8\uc9c0\ub9cc, \ubcd1\ub9ac\ud559 \uc6cc\ud06c\ud50c\ub85c \uc790\uccb4\ub97c \uadfc\ubcf8\uc801\uc73c\ub85c \ubcc0\ud654\uc2dc\ud0a4\uc9c0\ub294 \uc54a\uc558\uc2b5\ub2c8\ub2e4 [1]. <strong>\ub514\uc9c0\ud138 \uc804\ud658<\/strong>\uc740 \uc774\uc640 \ub2ec\ub9ac \uadf8 \ubc94\uc704\uac00 \ud6e8\uc52c \ub354 \ub113\uc2b5\ub2c8\ub2e4. \ub514\uc9c0\ud138 \uc804\ud658\uc740 \uac80\uccb4 \uc900\ube44\uc640 \ubd84\uc11d\uc5d0\uc11c\ubd80\ud130 \ud611\uc5c5, \ubcf4\uace0, \ub2e4\ub978 \uc784\uc0c1 \uc2dc\uc2a4\ud15c\uacfc\uc758 \ud1b5\ud569\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub514\uc9c0\ud138 \uc774\ubbf8\uc9c0\ub97c \uc9c4\ub2e8 \uacbd\ub85c\uc758 \ubaa8\ub4e0 \ub2e8\uacc4\uc758 \uc911\uc2ec\uc5d0 \ub450\ub3c4\ub85d \uc804\uccb4 \uc9c4\ub2e8 \uacbd\ub85c\ub97c \uc7ac\uace0\ud558\uace0 \uc7ac\uc124\uacc4\ud558\ub294 \uacfc\uc815\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4 [1]. \ub514\uc9c0\ud138 \ubcd1\ub9ac\ud559\uc758 \uc774\uc810\uc740 \uc0c1\ub2f9\ud569\ub2c8\ub2e4. \ub2e8\uc21c\ud55c \ub514\uc9c0\ud138\ud654\ub97c \ub118\uc5b4 \uc9c4\ub2e8 \uc6cc\ud06c\ud50c\ub85c\uc640 \ud658\uc790 \uc9c4\ub8cc\ub97c \ubcc0\ud654\uc2dc\ud0a4\ub294 \uc218\uc900\uc5d0 \uc774\ub985\ub2c8\ub2e4.<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>\uacbd\uacc4 \uc5c6\ub294 \ud611\uc5c5: \uc6d0\uaca9, \ub3d9\uc2dc \uc2ac\ub77c\uc774\ub4dc \uc811\uadfc\uc744 \ud1b5\ud574 \uc2e4\uc2dc\uac04 \uc790\ubb38, \uc2e0\uc18d\ud55c \uc774\ucc28 \uc18c\uacac, \uc18c\uc678 \uc9c0\uc5ed \ud658\uc790\ub97c \uc704\ud55c \ub354 \ube60\ub978 \uc804\ubb38\uac00 \uac1c\uc785\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/li>\n<li>\ube44\uc6a9 \uad00\ub9ac \ubc0f \uc790\uc6d0 \ucd5c\uc801\ud654: \uc2ac\ub77c\uc774\ub4dc \uc6b4\uc1a1, \ud0dd\ubc30, \ub300\uaddc\ubaa8 \ubcf4\uad00 \uacf5\uac04\uc774 \ubd88\ud544\uc694\ud558\ubbc0\ub85c \ube44\uc6a9\uc744 \uc808\uac10\ud558\uace0, \ud3d0\uae30\ubb3c\uc744 \uc904\uc774\uba70, \ub300\ud615 \ub124\ud2b8\uc6cc\ud06c\uc758 \uacbd\uc6b0 \uc5f0\uac04 \uc218\uc2ed\ub9cc \ub2e8\uc704\uc758 \ube44\uc6a9\uc744 \uc808\uc57d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uc6cc\ud06c\ud50c\ub85c \ud6a8\uc728 \ubc0f \ucc98\ub9ac \uc2dc\uac04 \uac1c\uc120: \uc218\uc791\uc5c5\uc73c\ub85c \uc778\ud55c \ubcd1\ubaa9\uc744 \uc5c6\uc560\uace0 \uc5b8\uc81c\ub4e0\uc9c0 \uc811\uadfc \uac00\ub2a5\ud558\uac8c \ud568\uc73c\ub85c\uc368 \uc9c4\ub2e8 \uc2dc\uac04\uc744 \ucd5c\ub300 42%\uae4c\uc9c0 \ub2e8\ucd95\ud558\uace0, \uc2dc\uac04\ub2f9 \uac80\ud1a0 \uac00\ub2a5\ud55c \uc2ac\ub77c\uc774\ub4dc \uc218\ub97c 15\ubc30 \uc774\uc0c1 \ub298\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4 [3].<\/li>\n<li>\uc9c4\ub2e8\uc758 \uc815\ubc00\ub3c4\uc640 \uc7ac\ud604\uc131: \ud1b5\ud569 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ub3c4\uad6c\ub97c \ud1b5\ud574 \uc815\ud655\ub3c4, \ub4f1\uae09 \ubd84\ub958, \ubc14\uc774\uc624\ub9c8\ucee4 \uc815\ub7c9 \uc791\uc5c5\uc774 \uac1c\uc120\ub418\uc5b4 \uc77c\uad00\ub41c \ub9de\ucda4\ud615 \uce58\ub8cc \uacb0\uc815\uc5d0 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\uc885\ud569\uc801\uc73c\ub85c \ub514\uc9c0\ud138 \ubcd1\ub9ac\ud559\uc740 \ud611\uc5c5, \ube44\uc6a9 \ud6a8\uc728\uc131, \uc6b4\uc601 \ud6a8\uc728\uc131, \uace0\uae09 \ubd84\uc11d \uae30\ub2a5\uc774 \ud568\uaed8 \uc791\uc6a9\ud558\ub294 \uc5f0\uacb0\ub41c \uc9c4\ub2e8 \uc0dd\ud0dc\uacc4\ub97c \uc870\uc131\ud568\uc73c\ub85c\uc368 \ud658\uc790\uc640 \ubcf4\uac74 \uc758\ub8cc \uc2dc\uc2a4\ud15c \ubaa8\ub450\uc758 \uacb0\uacfc\ub97c \ud5a5\uc0c1\ud558\ub294 \ub370 \uae30\uc5ec\ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc774\ub7ec\ud55c \ub9e4\ub825\uc801\uc778 \uc7a5\uc810\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0 \ub514\uc9c0\ud138 \ubcd1\ub9ac\ud559\uc758 \uad11\ubc94\uc704\ud55c \ub3c4\uc785\uc740 \uc5ec\uc804\ud788 \uace0\ub974\uac8c \uc774\ub8e8\uc5b4\uc9c0\uc9c0 \uc54a\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub9ce\uc740 \uae30\uad00\uc774 \ucd08\uae30 \ud22c\uc790, \uc778\ub825 \uad50\uc721\uacfc \uc6cc\ud06c\ud50c\ub85c \uc7ac\uc124\uacc4\uc758 \ud544\uc694\uc131, \uc5c4\uaca9\ud55c \ub370\uc774\ud130 \ud504\ub77c\uc774\ubc84\uc2dc \ub610\ub294 \ub370\uc774\ud130 \uc9c0\uc5ed\ud654 \uc694\uac74\uacfc \uad00\ub828\ub41c \uc5ec\ub7ec \ub09c\uad00\uc5d0 \uc9c1\uba74\ud574 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc774\ub7ec\ud55c \uacfc\uc81c\ub294 \uba85\ud655\ud55c \ub514\uc9c0\ud138 \uc804\ub7b5, \uc774\ud574\uad00\uacc4\uc790\uc758 \uac15\ub825\ud55c \ucc38\uc5ec, \ub2e8\uae30\uc801\uc778 \ud63c\ub780\ubcf4\ub2e4 \uc7a5\uae30\uc801\uc778 \uc784\uc0c1\uc801 \ubc0f \uc6b4\uc601\uc801 \uac00\uce58\ub97c \uc911\uc2dc\ud558\ub294 \uc811\uadfc \ubc29\uc2dd\uc744 \ud1b5\ud574 \uc810\ucc28 \ud574\uacb0\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubc14\ub85c \uc774\ub7ec\ud55c \ub9e5\ub77d\uc5d0\uc11c \ub514\uc9c0\ud138 \ubcd1\ub9ac\ud559\uc758 \ubc1c\uc804\uc744 \uaddc\uc815\ud558\ub294 \ud575\uc2ec \uc2dc\uc7a5 \ub3d9\uc778\uacfc \uc7a5\uc560 \uc694\uc778\uc744 \uc774\ud574\ud574\uc57c \ud569\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;\">\ubcc0\ud654\ub97c \uc774\ub044\ub294 \ub3d9\ub825: \ub3c4\uc804 \uacfc\uc81c\uc640 \uae30\uc220 \ubc1c\uc804<\/h2>\n<h3 style=\"font-family: Inter !important; font-weight: 500 !important; font-size: 24px !important; line-height: 32px !important; letter-spacing: 0px !important;\">1. \ub514\uc9c0\ud138 \ubcd1\ub9ac\ud559 \ub3c4\uc785\uc744 \uac00\uc18d\ud558\ub294 \ub3c4\uc804 \uacfc\uc81c<\/h3>\n<p>\uc5ec\ub7ec \uad6c\uc870\uc801, \uc784\uc0c1\uc801 \uc555\ubc15\uc73c\ub85c \uc778\ud574 \uac80\uc0ac\uc2e4\uc740 \uae30\uc874 \uc6cc\ud06c\ud50c\ub85c\ub97c \uc7ac\uace0\ud558\uace0 \ub514\uc9c0\ud138 \uc194\ub8e8\uc158\uc73c\ub85c \uc804\ud658\ud560 \ud544\uc694\uc5d0 \uc9c1\uba74\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li><strong>\uc9c4\ub2e8 \uc218\uc694 \uc99d\uac00<\/strong> &#8211; \uc778\uad6c \uace0\ub839\ud654, \uc554 \uc720\ubcd1\ub960 \uc99d\uac00 [4], \uc870\uae30 \ubc1c\uacac\uc5d0 \uad00\ud55c \uad00\uc2ec \uc99d\uac00\ub85c \uc778\ud574 \uc9c4\ub2e8 \uc11c\ube44\uc2a4\uc5d0 \uc804\ub840 \uc5c6\ub294 \ubd80\ub2f4\uc774 \uac00\uc911\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4 [5].<\/li>\n<li><strong>\uc678\ubd80 \uc790\ubb38 \ubc0f \ud2b9\uc218 \uc804\ubb38\uc131\uc5d0 \ub300\ud55c \ud544\uc694<\/strong> &#8211; \uc99d\ub840\uac00 \uc810\uc810 \ub354 \ubcf5\uc7a1\ud574\uc838 \ud558\uc704 \ubd84\uacfc \uc804\ubb38 \ubcd1\ub9ac\ud559\uc790\uc758 \uc758\uacac\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc774\ub85c \uc778\ud574 \uc5ec\ub7ec \uae30\uad00\uc5d0\uc11c \uc758\ub8b0\ub41c \uc99d\ub840\ub97c \uc911\uc559\uc758 \uc804\ubb38\uac00\ub4e4\uc774 \ud310\ub3c5\ud558\ub294 \ud5c8\ube0c \uc564 \uc2a4\ud3ec\ud06c(hub-and-spoke) \ubaa8\ub378\uc774 \ub4f1\uc7a5\ud588\uc2b5\ub2c8\ub2e4 [6].<\/li>\n<li><strong>\uc778\ub825 \uc81c\ud55c<\/strong> &#8211; \ud2b9\ud788 \ub18d\ucd0c\uc774\ub098 \uc18c\uc678\ub41c \uc9c0\uc5ed\uc5d0\ub294 \uc790\uaca9\uc744 \uac16\ucd98 \ubcd1\ub9ac\ud559\uc790\uac00 \ubd80\uc871\ud558\uc5ec \ud655\uc7a5 \uac00\ub2a5\ud558\uace0 \ubd84\uc0b0\ub41c \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. AI \uc9c0\uc6d0 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc73c\ub85c \uc7a0\uc7ac\uc801\uc778 \uc774\uc0c1 \uc18c\uacac\uc744 \uc120\ubcc4\ud558\uace0 \ucd5c\uc885 \ud655\uc778\uc740 \ubcd1\ub9ac\ud559\uc790\uac00 \uc218\ud589\ud558\ub3c4\ub85d \ud568\uc73c\ub85c\uc368 \uc774\ub7ec\ud55c \uaca9\ucc28\ub97c \ud574\uc18c\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4 [7].<\/li>\n<li><strong>\uac80\uc0ac\uc2e4 \uc6cc\ud06c\ud50c\ub85c \ubcd1\ubaa9<\/strong> &#8211; \uc99d\uac00\ud558\ub294 \uac80\uccb4\ub7c9, \ub2e8\ud3b8\ud654\ub41c \ud504\ub85c\uc138\uc2a4, \uc2ac\ub77c\uc774\ub4dc \uc218\uc791\uc5c5 \uc758\uc874\ub3c4\ub294 \ucc98\ub9ac \uc2dc\uac04\uc744 \uc9c0\uc5f0\uc2dc\ud0a4\uace0 \uc624\ub958 \uc704\ud5d8\uc744 \ub192\uc785\ub2c8\ub2e4 [8].<\/li>\n<li><strong>\ubcd1\ub9ac\ud559\uc790\uc758 \uc5c5\ubb34\ub7c9 \ubc0f \ubc88\uc544\uc6c3<\/strong> &#8211; \ud589\uc815 \uc5c5\ubb34\uc640 \uc99d\uac00\ud558\ub294 \uc99d\ub840 \uc218\ub85c \uc778\ud574 \ubd84\ub958, \uc6b0\uc120\uc21c\uc704 \uc124\uc815, \uc2e0\uc18d\ud55c \uac80\ud1a0\ub97c \uc9c0\uc6d0\ud558\ub294 \uc6cc\ud06c\ud50c\ub85c \ub3c4\uad6c\uc5d0 \ub300\ud55c \ud544\uc694\uc131\uc774 \ucee4\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4 [8].<\/li>\n<li><strong>\ube44\uc6a9 \ubc0f \uc6b4\uc601 \ube44\ud6a8\uc728<\/strong> &#8211; \uc2ac\ub77c\uc774\ub4dc\uc758 \ubb3c\ub9ac\uc801 \ubcf4\uad00, \uc2ac\ub77c\uc774\ub4dc \ubc30\uc1a1, \uc911\ubcf5 \uc791\uc5c5 \ub4f1\uc73c\ub85c \ubd88\ud544\uc694\ud55c \ube44\uc6a9\uc774 \ubc1c\uc0dd\ud558\uace0 \ubcf4\uace0\uc758 \ubcc0\ub3d9\uc131\uc774 \ucee4\uc9d1\ub2c8\ub2e4.<\/li>\n<li><strong>IT \ubcf5\uc7a1\uc131<\/strong> &#8211; \ubcd1\ub9ac \ub370\uc774\ud130\ub97c \ubcd1\uc6d0 EHR \ubc0f \uae30\ud0c0 \uc9c4\ub2e8 \uc2dc\uc2a4\ud15c\uacfc \ud1b5\ud569\ud558\ub294 \uc77c\uc740 \ub9ce\uc740 \ud658\uacbd\uc5d0\uc11c \uc5ec\uc804\ud788 \ud070 \uacfc\uc81c\ub85c \ub0a8\uc544 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<h3 style=\"font-family: Inter !important; font-weight: 500 !important; font-size: 24px !important; line-height: 32px !important; letter-spacing: 0px !important;\">2. \ub514\uc9c0\ud138 \uc804\ud658\uc744 \uc774\ub044\ub294 \uae30\uc220 \ubc1c\uc804<\/h3>\n<p>\ub3d9\uc2dc\uc5d0 \uac80\uc0ac\uc2e4\uc774 \uc774\ub7ec\ud55c \uacfc\uc81c\ub97c \uadf9\ubcf5\ud558\uace0 \ub514\uc9c0\ud138 \uc6cc\ud06c\ud50c\ub85c\ub97c \uc644\uc804\ud788 \uc218\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uc0c8\ub85c\uc6b4 \ud601\uc2e0\uc758 \ubb3c\uacb0\uc774 \uc77c\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li><strong>\uae30\uc220 \uc131\uc219\ub3c4<\/strong> &#8211; \uace0\uc18d \uc804\uccb4 \uc2ac\ub77c\uc774\ub4dc \uc2a4\uce90\ub108, \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \uc2a4\ud1a0\ub9ac\uc9c0, \uc548\uc804\ud55c \ub124\ud2b8\uc6cc\ud06c \uc778\ud504\ub77c\ub97c \ud1b5\ud574 \uc774\uc81c \uc77c\uc0c1\uc801\uc778 \uc6a9\ub3c4\ub85c \uc0ac\uc6a9 \uac00\ub2a5\ud55c \ub300\uaddc\ubaa8 \ub514\uc9c0\ud138\ud654\uac00 \uac00\ub2a5\ud574\uc84c\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\ub370\uc774\ud130 \ubc0f \ub514\uc9c0\ud138\ud654<\/strong> &#8211; \uc544\ub0a0\ub85c\uadf8 \ud604\ubbf8\uacbd \uac80\uc0ac\uc5d0\uc11c \ub514\uc9c0\ud138 \uc774\ubbf8\uc9c0\ub85c \uc804\ud658\ud568\uc73c\ub85c\uc368 \ucef4\ud4e8\ud130 \ubcd1\ub9ac\ud559\uacfc \ub300\uaddc\ubaa8 \ubd84\uc11d\uc774 \uac00\ub2a5\ud574\uc84c\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\uace0\uae09 \uc774\ubbf8\uc9c0 \ubd84\uc11d \uc54c\uace0\ub9ac\uc998<\/strong> &#8211; AI \ub3c4\uad6c\ub294 HER2-Low \ubc1c\ud604\uacfc \uac19\uc774 \ubbf8\uc138\ud558\uc9c0\ub9cc \uc784\uc0c1\uc801\uc73c\ub85c \uc911\uc694\ud55c \ud2b9\uc9d5\uc758 \ud574\uc11d\uc744 \ud45c\uc900\ud654\ud558\uc5ec \ubcd1\ub9ac \ud3c9\uac00\uc758 \uc7ac\ud604\uc131\uacfc \uc2e0\ub8b0\ub3c4\ub97c \ub192\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c MSI \uc0c1\ud0dc\ub97c H&amp;E \uc2ac\ub77c\uc774\ub4dc\ub9cc\uc73c\ub85c \uc9c1\uc811 \uac80\ucd9c\ud558\ub294 \ub4f1, \uc778\uac04\uc758 \ub208\uc73c\ub85c \uc2dd\ubcc4\ud558\uae30 \uc5b4\ub824\uc6b4 \uc138\ubc00\ud55c \ud2b9\uc9d5\uae4c\uc9c0 \ud3ec\ucc29\ud558\ub294 \uc751\uc6a9 \ud655\uc7a5\ub3c4 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ud488\uc9c8 \uad00\ub9ac \ub3c4\uad6c\ub85c\uc11c\uc758 AI<\/strong> &#8211; \uc77c\ucc28 \uc9c4\ub2e8\uc744 \ub118\uc5b4, AI\ub294 \ub450 \ubc88\uc9f8 \uac80\ud1a0\uc790 \uc5ed\ud560\uc744 \ud558\uc5ec \uc7a0\uc7ac\uc801\uc778 \ubd88\uc77c\uce58\ub098 \ub204\ub77d\ub41c \uc18c\uacac\uc744 \ud45c\uc2dc\ud568\uc73c\ub85c\uc368 \uc77c\uad00\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\uc6d0\ud65c\ud55c \ub370\uc774\ud130 \ud1b5\ud569<\/strong> &#8211; \ubcd1\ub9ac\ud559\uc801 \uc774\ubbf8\uc9c0\ub97c \ub2e4\ub978 \uc9c4\ub2e8 \ubc29\uc2dd(\ubc29\uc0ac\uc120\ud559, \uc720\uc804\uccb4\ud559)\uacfc \uc5f0\uacc4\ud558\uba74 \ub354\uc6b1 \ucd1d\uccb4\uc801\uc778 \ud658\uc790 \uad00\uc810\uc774 \ud615\uc131\ub429\ub2c8\ub2e4.<\/li>\n<li><strong>\ud6a8\uc728\uc131 \ubc0f \ud655\uc7a5\uc131<\/strong> &#8211; \ub514\uc9c0\ud138 \uc6cc\ud06c\ud50c\ub85c\ub294 \uc5ec\ub7ec \uae30\uad00\uc5d0 \uac78\uccd0 \uc911\uc559\uc758 \uac80\ud1a0\ub97c \uc9c0\uc6d0\ud558\uace0 \uc2e0\uc18d\ud55c \uc774\ucc28 \uc18c\uacac \ud68d\ub4dd\uacfc \ucc98\ub9ac \uc2dc\uac04 \ub2e8\ucd95\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ud32c\ub370\ubbf9\uc73c\ub85c \ucd09\ubc1c\ub41c \ud601\uc2e0<\/strong> &#8211; COVID-19\ub294 \uc9c4\ub8cc \uc5f0\uc18d\uc131\uc744 \uc720\uc9c0\ud558\uae30 \uc704\ud55c \uc6d0\uaca9 \ubcd1\ub9ac\ud559 \ubc0f \uc6d0\uaca9 \ubcd1\ub9ac \uc9c4\ub2e8\uc758 \uac00\uce58\ub97c \ubd80\uac01\uc2dc\ucf30\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<h2 style=\"font-family: Inter !important; font-weight: 500 !important; font-size: 28px !important; line-height: 36px !important; letter-spacing: 0px !important;\">\ub514\uc9c0\ud138 \ubcd1\ub9ac\ud559\uc758 \uc0c8\ub85c\uc6b4 \ub3d9\ud5a5\uacfc \uae30\ud68c<\/h2>\n<p>\uc790\ub3d9\ud654, \uc778\uacf5 \uc9c0\ub2a5, \uc624\ud508 \uc774\ub178\ubca0\uc774\uc158\uc758 \ubc1c\uc804\uc740 \uac80\uc0ac\uc2e4 \uc6b4\uc601\uc744 \uac04\uc18c\ud654\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c, \ub354 \uc2ec\uce35\uc801\uc778 \uc784\uc0c1\uc801 \uc778\uc0ac\uc774\ud2b8\uc640 \ud3ed\ub113\uc740 \ud611\uc5c5\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubc1c\uc804\uc740 \uc9c8\ubcd1 \ubc1c\uacac, \uce58\ub8cc \uacc4\ud68d \uc218\ub9bd \ubc0f \uc758\ub8cc \uc11c\ube44\uc2a4 \uc81c\uacf5\uc744 \uac1c\uc120\ud558\uae30 \uc704\ud55c \uc0c8\ub85c\uc6b4 \uacbd\ub85c\ub97c \uc5f4\uc5b4 \uc8fc\uba70, \ub514\uc9c0\ud138 \ubcd1\ub9ac\ud559\uc744 \uc9c4\ub2e8 \ud601\uc2e0\uc758 \ud575\uc2ec \ub3d9\uc778\uc73c\ub85c \uc790\ub9ac\ub9e4\uae40\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n<h3 style=\"font-family: Inter !important; font-weight: 500 !important; font-size: 24px !important; line-height: 32px !important; letter-spacing: 0px !important;\">1. \uc804 \uacfc\uc815 \uc790\ub3d9\ud654 \ubc0f \uc6cc\ud06c\ud50c\ub85c \ud1b5\ud569<\/h3>\n<p>\uc544\uc8fc \uc911\uc694\ud55c \ubcc0\ud654 \uc911 \ud558\ub098\ub294 \uc644\uc804 \uc790\ub3d9\ud654\ub97c \ud5a5\ud55c \uc6c0\uc9c1\uc784\uc785\ub2c8\ub2e4. \uac80\uc0ac\uc2e4\uc5d0\uc11c \uc774\ubbf8\uc9c0 \ud68d\ub4dd\ubfd0 \uc544\ub2c8\ub77c \uac80\uccb4 \ucd94\uc801 \ubc0f \ubc14\ucf54\ub4dc \uad00\ub9ac\uc5d0\uc11c \uc99d\ub840 \ubc30\uc815, \uc2ac\ub77c\uc774\ub4dc \uc2a4\uce94, \uc774\ubbf8\uc9c0 \uad00\ub9ac, \ub514\uc9c0\ud138 \ubcf4\uace0\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ubcd1\ub9ac\ud559 \ud504\ub85c\uc138\uc2a4 \uc804\ubc18\uc744 \uc790\ub3d9\ud654\ud558\ub824\ub294 \uc2dc\ub3c4\uac00 \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub514\uc9c0\ud138 \ubcd1\ub9ac\ud559 \ud50c\ub7ab\ud3fc\uc774 \uac80\uc0ac\uc2e4 \uc815\ubcf4 \uc2dc\uc2a4\ud15c(Laboratory Information System, LIS) \ubc0f \uc804\uc790 \uc758\ubb34 \uae30\ub85d(Electronic Health Record, EHR) \uc2dc\uc2a4\ud15c\uacfc \ud1b5\ud569\ub418\uba74 \ub2e4\uc74c\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4 [6].<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>\ucc44\ucde8\ubd80\ud130 \ubcf4\uace0\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uac01 \uc2dc\ub8cc\uc758 \ucd94\uc801 \uac00\ub2a5\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/li>\n<li>\uc218\uae30 \ub370\uc774\ud130 \uc785\ub825 \ub610\ub294 \uc2ac\ub77c\uc774\ub4dc \ub77c\ubca8\ub9c1\uacfc \uad00\ub828\ub41c \uc624\ub958\ub97c \uc904\uc785\ub2c8\ub2e4.<\/li>\n<li>\uc9c0\uc5f0 \uc5c6\uc774 \uc6d0\uaca9 \ud611\uc5c5\uacfc \uc774\ucc28 \uc18c\uacac\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<li>\ud5a5\uc0c1\ub41c \uc774\ubbf8\uc9c0 \uc120\uba85\ub3c4, AI \uc9c0\uc6d0 \ud310\ub3c5, \uc2e4\uc2dc\uac04 \ud611\uc5c5\uc744 \ud1b5\ud574 \uc9c4\ub2e8\uc5d0 \ub300\ud55c \uc2e0\ub8b0\ub3c4\ub97c \ub192\uc785\ub2c8\ub2e4.<\/li>\n<li>\uc790\ub3d9\ud654\ub97c \ud1b5\ud574 24\uc2dc\uac04 \ub0b4\ub0b4 \ucc98\ub9ac\uac00 \uac00\ub2a5\ud558\uc5ec \ub354 \ub9ce\uc740 \uc2ac\ub77c\uc774\ub4dc\ub97c \uc900\ube44, \uc2a4\uce94, \uac80\ud1a0 \ub300\uae30 \uc0c1\ud0dc\ub85c \uc804\ud658\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \uac80\uc0ac\uc2e4\uc774 \ud1b5\uc0c1 \uadfc\ubb34 \uc2dc\uac04 \uc774\ud6c4\uc5d0\ub3c4 \ub354 \uc2e0\uc18d\ud558\uac8c \uacb0\uacfc\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\uc774\ub7ec\ud55c \ud1b5\ud569\uc740 \ud2b9\ud788 \uc99d\ub840 \uc218\uac00 \ub9ce\uac70\ub098 \uc778\ub825 \ubd80\uc871\uc744 \uacaa\uace0 \uc788\ub294 \ud658\uacbd\uc5d0\uc11c \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. \uc790\ub3d9\ud654\ub97c \ud1b5\ud574 \uac80\uc0ac\uc2e4\uc740 \uc815\ud655\uc131\uacfc \ucc98\ub9ac\ub7c9\uc744 \uc720\uc9c0\ud558\uba74\uc11c \uc5c5\ubb34 \uaddc\ubaa8\ub97c \ud655\ub300\ud560 \uc218 \uc788\uc73c\uba70, \uadf8 \uacb0\uacfc \ud658\uc790\ub294 \uc778\uc0dd\uc744 \ubcc0\ud654\uc2dc\ud0ac \uc218\ub3c4 \uc788\ub294 \uac80\uc0ac \uacb0\uacfc\ub97c \ub354 \ube68\ub9ac \ubc1b\uc544 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3 style=\"font-family: Inter !important; font-weight: 500 !important; font-size: 24px !important; line-height: 32px !important; letter-spacing: 0px !important;\">2. AI \uae30\ubc18 \uc54c\uace0\ub9ac\uc998<\/h3>\n<p>\ub514\uc9c0\ud138\ud654\ub85c \uc778\ud574 \ubc29\ub300\ud55c \uc591\uc758 \uace0\ud488\uc9c8 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\uac00 \uc0dd\uc131\ub428\uc5d0 \ub530\ub77c \ubcd1\ub9ac\ud559\uc790\ub4e4\uc740 \uc774\uc81c \ub370\uc774\ud130 \uacfc\ud559\uc790, \uc5d4\uc9c0\ub2c8\uc5b4, AI \uc804\ubb38\uac00\uc640 \uae34\ubc00\ud788 \ud611\ub825\ud558\uc5ec \uae30\uc874\uc758 \uc2dc\uac01\uc801 \ud3c9\uac00 \ud55c\uacc4\ub97c \ud6e8\uc52c \ub6f0\uc5b4\ub118\ub294 \uc778\uc0ac\uc774\ud2b8\ub97c \ub3c4\ucd9c\ud560 \uae30\ud68c\ub97c \uc5bb\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ubcf8\uc9c8\uc801\uc73c\ub85c AI \uae30\ubc18 \uc54c\uace0\ub9ac\uc998\uc740 \ubcd1\ub9ac\ud559 \uc774\ubbf8\uc9c0\uc5d0\uc11c \ud2b9\uc815\ud55c \ud2b9\uc9d5\uc744 \uc778\uc2dd\ud558\ub3c4\ub85d \ud559\uc2b5\ub41c \ucef4\ud4e8\ud130 \ubaa8\ub378\uc774\uba70, \ub525\ub7ec\ub2dd \ubc0f \uae30\ud0c0 \uace0\uae09 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \uae30\ubc18\uc73c\ub85c \ud558\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc54c\uace0\ub9ac\uc998\uc740 \ub300\uaddc\ubaa8\uc758 \uc804\ubb38\uac00 \uc8fc\uc11d \ub370\uc774\ud130 \uc138\ud2b8\ub85c \ud559\uc2b5\ud568\uc73c\ub85c\uc368 \ub192\uc740 \uc218\uc900\uc758 \uc77c\uad00\uc131\uc73c\ub85c \ubbf8\uc138 \uad6c\uc870\ubb3c\uc744 \uac80\ucd9c, \ubd84\ud560, \uc815\ub7c9\ud654, \ubd84\ub958\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \ub9e4\uc6b0 \ub2e4\uc591\ud55c \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub3c4\ub85d \uc124\uacc4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4 [9, 10, 11, 12].<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li><strong>\uac80\ucd9c \uc54c\uace0\ub9ac\uc998<\/strong>\uc740 \uc545\uc131 \uc138\ud3ec\ub098 \uc804\uc774\uc640 \uac19\uc740 \uc9c8\ubcd1 \ud2b9\uc774\uc801 \uc18c\uacac\uc758 \uc874\uc7ac \uc5ec\ubd80\ub97c \uc2dd\ubcc4\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ubd84\ud560 \uc54c\uace0\ub9ac\uc998<\/strong>\uc740 \uad00\uc2ec \ubd80\uc704\ub97c \uc724\uacfd\ud654\ud569\ub2c8\ub2e4(\uc608: \uc885\uc591 \uacbd\uacc4 \uad6c\ubd84 \ub610\ub294 \uae30\uc9c8 \uc870\uc9c1 \uac15\uc870).<\/li>\n<li><strong>\uc815\ub7c9\ud654 \uc54c\uace0\ub9ac\uc998<\/strong>\uc740 \uba74\uc5ed \uc870\uc9c1 \ud654\ud559(Immunohistochemistry, IHC) \uc5fc\uc0c9\uc5d0\uc11c HER2, PD-L1, ER, PR, Ki-67\uacfc \uac19\uc740 \ubc14\uc774\uc624\ub9c8\ucee4\uc758 \ubc1c\ud604 \uc218\uc900\uc744 \uce21\uc815\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ubd84\ub958 \uc54c\uace0\ub9ac\uc998<\/strong>\uc740 \ud615\ud0dc\ud559\uc801 \ud2b9\uc9d5\uc774\ub098 \ubc14\uc774\uc624\ub9c8\ucee4 \ud328\ud134\uc5d0 \uae30\ubc18\ud558\uc5ec \uc9c4\ub2e8 \ubc94\uc8fc\ub97c \ubd80\uc5ec\ud569\ub2c8\ub2e4(\uc608: \uc554\uc885 \uc544\ud615 \uad6c\ubd84).<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\uc774\ub7ec\ud55c \ub3c4\uad6c\ub294 \uc0c1\ud638 \ubcf4\uc644\uc801\uc778 \ub450 \uac00\uc9c0 \ubc29\uc2dd\uc73c\ub85c \uc791\ub3d9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc77c\ucc28 \ubcf4\uc870 \ub3c4\uad6c\ub85c\uc11c \uc2ac\ub77c\uc774\ub4dc\ub97c \uc0ac\uc804 \uc2a4\ud06c\ub9ac\ub2dd\ud558\uc5ec \uac80\ud1a0\uac00 \ud544\uc694\ud55c \uc7a0\uc7ac\uc801\uc73c\ub85c \uc911\uc694\ud55c \uc99d\ub840\ub97c \ud45c\uc2dc\ud568\uc73c\ub85c\uc368 \uac80\uc0ac\ub7c9\uc774 \ub9ce\uc740 \uac80\uc0ac\uc2e4\uc5d0\uc11c \uc5c5\ubb34 \uc6b0\uc120\uc21c\uc704 \uc124\uc815\uc744 \uac04\uc18c\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uc774\ucc28 \uac80\ud1a0\uc790\ub85c\uc11c \uc77c\uad00\ub418\uace0 \uac1d\uad00\uc801\uc778 \uae30\uc900\uc744 \uc81c\uacf5\ud558\uc5ec \uc0ac\ub78c\uc758 \ud310\ub3c5\uacfc \ube44\uad50\ud558\ub294 \ud488\uc9c8 \uad00\ub9ac \uc218\ub2e8\uc73c\ub85c \ud65c\uc6a9\ub420 \uc218 \uc788\uc73c\uba70, \uc218\ub3d9 \uac80\ud1a0 \uacfc\uc815\uc5d0\uc11c \uac04\uacfc\ub420 \uc218 \uc788\ub294 \ubbf8\uc138\ud55c \uc18c\uacac\uc744 \ud655\uc778\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \ud2b9\uc815 AI \ubaa8\ub378\uc740 HER2-low \ubc1c\ud604\ucc98\ub7fc \uce58\ub8cc \uc804\ub7b5\uc5d0 \uc601\ud5a5\uc744 \uc904 \uc218 \uc788\uc73c\ub098 \ud604\ubbf8\uacbd\uc73c\ub85c\ub294 \uc644\uc804\ud788 \ud655\uc2e4\ud558\uac8c \uc2dd\ubcc4\ud558\uae30 \uc5b4\ub824\uc6b4 \ub9c8\ucee4\ub97c \uc2e0\ub8b0\uc131 \uc788\uac8c \uac80\ucd9c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4 [13]. \uc54c\uace0\ub9ac\uc998\uc740 \ud45c\uc801 \uce58\ub8cc\uc5d0 \uc801\ud569\ud55c \ud658\uc790\ub97c \uc120\ubcc4\ud558\ub294 \ub3d9\ubc18 \uc9c4\ub2e8 \ub3c4\uad6c\ub85c \uac04\uc8fc\ub429\ub2c8\ub2e4. \uc801\uc6a9 \ubc94\uc704\ub294 \ub9e4\uc6b0 \ube60\ub974\uac8c \ud655\ub300\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc5b4\ub5a4 \uc54c\uace0\ub9ac\uc998\uc740 \uc804\ub9bd\uc120\uc554, \uc720\ubc29\uc554, \uacb0\uc7a5 \uc9c1\uc7a5\uc554\uacfc \uac19\uc740 \ud2b9\uc815 \uc885\uc591 \uc720\ud615\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd94\ub294 \ubc18\uba74, \ub2e4\ub978 \uc54c\uace0\ub9ac\uc998\uc740 \uc608\ud6c4 \ub610\ub294 \uc608\uce21 \ubc14\uc774\uc624\ub9c8\ucee4\ub97c \ud3c9\uac00\ud558\ub3c4\ub85d \uc124\uacc4\ub429\ub2c8\ub2e4. \uc0c8\ub86d\uac8c \ub4f1\uc7a5\ud558\ub294 \ubaa8\ub378\ub4e4\uc740 \ubcd1\ub9ac \uc870\uc9c1\ud559\uc801 \ud2b9\uc9d5\uacfc \ub354\ubd88\uc5b4 \uc720\uc804\uccb4, \uc774\ubbf8\uc9c0, \uc784\uc0c1 \ub370\uc774\ud130\ub97c \ud1b5\ud569\ud558\uc5ec \uc9c8\ud658 \uc9c4\ud589 \uc591\uc0c1\uc744 \uc608\uce21\ud558\uace0, \uc7ac\ubc1c \uc704\ud5d8\uc744 \ucd94\uc815\ud558\uba70, \ud2b9\uc815 \uce58\ub8cc\uc5d0 \ub300\ud55c \ud658\uc790\uc758 \uac00\ub2a5\ud55c \ubc18\uc751\uc744 \uc608\uce21\ud558\ub294 \ub370\uae4c\uc9c0 \ud65c\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4 [9,10]. AI\uc758 \uac00\uc7a5 \ud070 \uac00\uce58\ub294 \ubc18\ubcf5\uc801\uc774\uace0 \uc2dc\uac04\uc774 \uc624\ub798 \uac78\ub9ac\ub294 \uc791\uc5c5(\uc608: \uc720\uc0ac \ubd84\uc5f4\uc0c1 \uacc4\uc218, \uc2ac\ub77c\uc774\ub4dc \ubd84\ub958, \ubcf5\uc7a1\ud55c \uc815\ub7c9 \uce21\uc815)\uc744 \uc54c\uace0\ub9ac\uc998\uc5d0 \ub9e1\uae30\ub294 \uacf5\uc0dd\uc801\uc778 \uc9c4\ub2e8 \uc6cc\ud06c\ud50c\ub85c\ub97c \uad6c\ucd95\ud558\ub294 \ub370 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ubcd1\ub9ac\ud559\uc790\ub294 \ub354 \uc138\ubc00\ud55c \ud574\uc11d\uacfc \ub2e4\ud559\uc81c \uc99d\ub840 \ub17c\uc758\uc5d0 \ub354 \ub9ce\uc740 \uc2dc\uac04\uc744 \ud560\uc560\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8 \uacb0\uacfc \ucc98\ub9ac \uc2dc\uac04\uc774 \ub2e8\ucd95\ub420 \ubfd0\ub9cc \uc544\ub2c8\ub77c \uc7ac\ud604\uc131\uc774 \ub192\uace0 \uc815\ubcf4\ub7c9\uc774 \ud48d\ubd80\ud55c \uc9c4\ub2e8\uc801 \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud558\uac8c \ub418\ubbc0\ub85c \ubcd1\ub9ac\ud559\uc790\uac00 \ud658\uc790 \uc9c4\ub8cc\uc5d0\uc11c \uc911\uc2ec\uc801\uc778 \uc5ed\ud560\uc744 \uc720\uc9c0\ud558\uba74\uc11c \uc815\ubc00 \uc758\ud559\uc758 \uac00\ub2a5\uc131\uc744 \ud55c\uce35 \ub354 \ubc1c\uc804\uc2dc\ud0a4\ub294 \ub370 \uae30\uc5ec\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4 [11].<\/p>\n<h3 style=\"font-family: Inter !important; font-weight: 500 !important; font-size: 24px !important; line-height: 32px !important; letter-spacing: 0px !important;\">3. \uac1c\ubc29\ud615 \uc0dd\ud0dc\uacc4\uc640 AI \uc54c\uace0\ub9ac\uc998 \uacf5\uae09\uc5c5\uccb4\uc640\uc758 \ud611\uc5c5<\/h3>\n<p>\uc774\ub7ec\ud55c \ud658\uacbd\uc744 \ud615\uc131\ud558\ub294 \uc138 \ubc88\uc9f8 \uc8fc\uc694 \ub3d9\uc778\uc740 \uac1c\ubc29\ud615 \ub514\uc9c0\ud138 \ubcd1\ub9ac\ud559 \uc0dd\ud0dc\uacc4\uc758 \ubd80\uc0c1\uc785\ub2c8\ub2e4. \ud604\ub300\uc758 \ub514\uc9c0\ud138 \ubcd1\ub9ac\ud559 \ud50c\ub7ab\ud3fc\uc740 \uc810\uc810 \ub354 \ub2e4\uc591\ud55c \ud611\ub825\uc790\uac00 \uc81c\uacf5\ud558\ub294 \uc11c\ub4dc\ud30c\ud2f0 AI \uc54c\uace0\ub9ac\uc998\uc744 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ub418\uace0 \uc788\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \ubaa8\ub4c8\ud615, \uc0c1\ud638 \uc6b4\uc6a9 \uac00\ub2a5, \ud601\uc2e0 \uce5c\ud654\uc801 \ud658\uacbd\uc744 \uad6c\ucd95\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\ub97c \ud558\ub098\uc758 \ub3c5\uc810 \ub3c4\uad6c \uc138\ud2b8\uc5d0 \ubb36\uc5b4 \ub450\ub294 \ub300\uc2e0, \ubcd1\ub9ac\ud559\uc790\uac00 \ud1b5\ud569 \ubdf0\uc5b4 \uc778\ud130\ud398\uc774\uc2a4 \ub0b4\uc5d0\uc11c \uc5ec\ub7ec \uacf5\uae09\uc5c5\uccb4\uc758 \ucd5c\uace0 \uc218\uc900 AI \ubaa8\ub4c8\uc744 \uc9c1\uc811 \ud65c\uc6a9\ud560 \uc218 \uc788\uac8c \ud568\uc73c\ub85c\uc368 \uad50\uc721 \ubd80\ub2f4\uc744 \uc904\uc774\uace0 \uc6cc\ud06c\ud50c\ub85c\uc758 \uc6d0\ud65c\ud55c \ub3c4\uc785\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc774\ub4e4 \uc54c\uace0\ub9ac\uc998\uc758 \uc0c1\ub2f9\uc218\ub294 \uc885\uc591 \ub4f1\uae09 \ud310\uc815, \uc804\uc774 \ubcd1\ubcc0 \ud0d0\uc9c0, \ubc14\uc774\uc624\ub9c8\ucee4 \uc815\ub7c9\ud654\uc640 \uac19\uc774 \ubcd1\ub9ac\ud559\uc790\uc758 \uc804\ubb38\uc131\uc744 \ub300\uccb4\ud558\uae30\ubcf4\ub2e4\ub294 \ubcf4\uc644\ud574 \uc8fc\ub294 \ud45c\uc801\ud654\ub41c \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc740 \ub354 \ube60\ub974\uace0, \uc77c\uad00\ub418\uba70, \uc784\uc0c1\uc801\uc73c\ub85c \uc720\uc758\ubbf8\ud55c \ubcf4\uace0\ub97c \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \uc774 \uac1c\ubc29\ud615 \ubaa8\ub378\uc740 2014\ub144 \uc774\ud6c4 AI \uae30\ubc18 \ub514\uc9c0\ud138 \ubcd1\ub9ac\ud559 \uc194\ub8e8\uc158\uc5d0 \ubbf8\ud654 17\uc5b5 \ub2ec\ub7ec \uc774\uc0c1\uc774 \ud22c\uc790\ub420 \uc815\ub3c4\ub85c \uc804 \uc138\uacc4\uc801\uc778 \ud22c\uc790\ub97c \uc774\ub04c\uc5c8\uc73c\uba70, \ud2b9\ud788 2021\ub144 \ud55c \ud574\uc5d0\ub9cc 42% \uae09\uc99d\ud588\uc2b5\ub2c8\ub2e4 [14]. \ube60\ub978 \ud601\uc2e0 \uc18d\ub3c4\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0 \uc77c\uc0c1\uc801\uc778 \uc784\uc0c1 \uc6cc\ud06c\ud50c\ub85c\uc5d0 \uc774\ub97c \uc2e4\uc81c\ub85c \ub3c4\uc785\ud558\ub294 \uc77c\uc740 \uc5ec\uc804\ud788 \uc27d\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uaddc\uc81c \uc694\uac74\uacfc \ub354\ubd88\uc5b4 \ud2b9\uc815 \ud558\ub4dc\uc6e8\uc5b4\uc5d0 \uc885\uc18d\ub418\uc9c0 \uc54a\uc73c\uba74\uc11c\ub3c4 \uac01 \uc9c0\uc5ed\uc758 IT \ud658\uacbd \uc81c\uc57d\uc5d0 \uc720\uc5f0\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\ub294 \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud558\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \ud2b9\ud788 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc758 Qritive\uc640 \uac19\uc740 \uae30\uc5c5\uc740 \uc804\ub9bd\uc120\uc554, \uacb0\uc7a5\uc554, \uac04\uc554 \ub4f1 \uc9c0\uc5ed\uc801 \uc6b0\uc120\uc21c\uc704\uc5d0 \ub300\uc751\ud558\uba74\uc11c \ub370\uc774\ud130 \uc8fc\uad8c\uc744 \ubcf4\uc7a5\ud558\ub294 \ud558\ub4dc\uc6e8\uc5b4 \ube44\uc885\uc18d \uc628\ud504\ub808\ubbf8\uc2a4 AI \ubaa8\ub4c8\uc744 \uc81c\uacf5\ud568\uc73c\ub85c\uc368 \uc2a4\ud0c0\ud2b8\uc5c5\uc774 \uc774 \ubd84\uc57c\uc5d0 \uc5b4\ub5a4 \uac00\uce58\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\ub294\uc9c0\ub97c \uc798 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uad81\uadf9\uc801\uc73c\ub85c \ubcd1\ub9ac \uac80\uc0ac\uc2e4\uc758 \uc804 \uacfc\uc815 \uc790\ub3d9\ud654, AI \uae30\ubc18 \ubd84\uc11d \uc54c\uace0\ub9ac\uc998, \uac1c\ubc29\ud615 AI \uae30\ubc18 \uc0dd\ud0dc\uacc4\uc758 \uacb0\ud569\uc740 \uc815\uc801\uc778 \uc9c4\ub2e8 \ub370\uc774\ud130\ub97c \uc2e4\ud589 \uac00\ub2a5\ud55c \uc778\uc0ac\uc774\ud2b8\ub85c \uc804\ud658\ud558\ub294 \uc5f0\uacb0\ub41c \uc801\uc751\ud615 \ub124\ud2b8\uc6cc\ud06c\ub97c \ud615\uc131\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc5f0\uacb0\uc131\uc740 \ud30c\ud2b8\ub108, \ub370\uc774\ud130 \uc720\ud615, \uc9c0\uc5ed \uac04 \uacbd\uacc4\ub97c \ub118\ub098\ub4e4\uba70 \ubcf4\uac74 \uc758\ub8cc \uc11c\ube44\uc2a4 \uc81c\uacf5\uc790\uac00 \uc9c4\ub2e8 \uc815\ud655\ub3c4\ub97c \ub192\uc774\uace0 \uc6cc\ud06c\ud50c\ub85c\ub97c \uac04\uc18c\ud654\ud558\uba70, \uc801\uc2dc\uc5d0 \uc801\uc808\ud55c \ud658\uc790\uac00 \uc801\uc808\ud55c \uce58\ub8cc\ub97c \ubc1b\uc744 \uc218 \uc788\ub3c4\ub85d \ud798\uc744 \uc2e4\uc5b4 \uc90d\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;\">\ub514\uc9c0\ud138 \ubcd1\ub9ac\ud559 \uc131\uc219 \ub2e8\uacc4\uc5d0\uc11c\uc758 \uc6b0\uc120\uc21c\uc704<\/h2>\n<p>\ub514\uc9c0\ud138 \ubcd1\ub9ac\ud559\uc774 \ube44\uc804 \ub2e8\uacc4\uc5d0\uc11c \uc2e4\uc81c \uad6c\ud604 \ub2e8\uacc4\ub85c \ub098\uc544\uac10\uc5d0 \ub530\ub77c \uadf8 \uc7a0\uc7ac\ub825\uc744 \ucd5c\ub300\ud55c \uc2e4\ud604\ud558\ub294 \ub370 \uc788\uc5b4 \uc801\ud569\ud55c \ud30c\ud2b8\ub108\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc774 \uc911\uc694\ud55c \ub2e8\uacc4\uac00 \ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub514\uc9c0\ud138 \ubcd1\ub9ac\ud559 \uacf5\uae09\uc5c5\uccb4\ub97c \ud3c9\uac00\ud560 \ub54c \uac80\uc0ac\uc2e4\uc740 \uace0\ud488\uc9c8 \uc2ac\ub77c\uc774\ub4dc \uc2a4\uce90\ub2dd\ubd80\ud130 AI \uae30\ubc18 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ubc0f \ub370\uc774\ud130 \ud1b5\ud569\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc804 \uacfc\uc815\uc744 \uc9c0\uc6d0\ud558\uba70, \ub2e8\ud3b8\uc801\uc778 \ub3c4\uad6c\uc758 \uc9d1\ud569\uc774 \uc544\ub2c8\ub77c \ud558\ub098\uc758 \ub9e4\ub044\ub7ec\uc6b4 \uc6cc\ud06c\ud50c\ub85c\ub97c \ubcf4\uc7a5\ud558\ub294 \ud30c\ud2b8\ub108\ub97c \ucc3e\uc544\uc57c \ud569\ub2c8\ub2e4. \uac1c\ubc29\uc131\uc5d0 \ub300\ud55c \uacf5\uae09\uc5c5\uccb4\uc758 \uc758\uc9c0\ub3c4 \ub9c8\ucc2c\uac00\uc9c0\ub85c \uc911\uc694\ud569\ub2c8\ub2e4. \uac1c\ubc29\ud615 \uc0dd\ud0dc\uacc4 \uc548\uc5d0\uc11c \uc11c\ub4dc\ud30c\ud2f0 \uc54c\uace0\ub9ac\uc998\uc744 \ud1b5\ud569\ud558\uace0 \uc628\ubcf4\ub529\ud558\ub294 \uae30\ub2a5\uc740 \ud601\uc2e0\uc744 \ucd09\uc9c4\ud558\uace0 \ud50c\ub7ab\ud3fc\uc744 \ubbf8\ub798\uc5d0\ub3c4 \ud65c\uc6a9 \uac00\ub2a5\ud558\ub3c4\ub85d \ub9cc\ub4e4\uc5b4 \uc90d\ub2c8\ub2e4. \uc774\uc640 \ub354\ubd88\uc5b4 \uc120\ud0dd\ud55c \uacf5\uae09\uc5c5\uccb4(\ub610\ub294 AI \uc54c\uace0\ub9ac\uc998 \uc81c\uacf5\uc5c5\uccb4)\ub294 \uc11c\ube44\uc2a4\uc640 \uc9c0\uc6d0 \uce21\uba74\uc5d0\uc11c \uac80\uc99d\ub41c \uc804\ubb38\uc131\uc744 \uc785\uc99d\ud574\uc57c \ud569\ub2c8\ub2e4. \ub2e8\uc21c\ud788 \uae30\uc220\uc744 \uc81c\uacf5\ud558\ub294 \uc218\uc900\uc744 \ub118\uc5b4 \uc911\ub2e8 \uc5c6\ub294 \uc6b4\uc601\uacfc \ucd5c\uc801\uc758 \uc2dc\uc2a4\ud15c \uc131\ub2a5\uc744 \ubcf4\uc7a5\ud558\uae30 \uc704\ud574 \uc2e0\uc18d\ud55c \uae30\uc220 \uc9c0\uc6d0, \uc9c0\uc18d\uc801\uc778 \uad50\uc721, \uc120\uc81c\uc801 \uc720\uc9c0 \uad00\ub9ac \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\uc5b4\uc57c \ud569\ub2c8\ub2e4. \ub9c8\uc9c0\ub9c9\uc73c\ub85c, \uaddc\uc81c \ud45c\uc900, \ub370\uc774\ud130 \ud504\ub77c\uc774\ubc84\uc2dc, \uc0ac\uc774\ubc84 \ubcf4\uc548 \ubcf4\ud638 \uc7a5\uce58 \ub4f1\uc744 \ub2e4\ub8e8\ub294 \uac15\ub825\ud55c \uc804\ubb38\uc131\uc740 \ubbfc\uac10\ud55c \ud658\uc790 \ub370\uc774\ud130\ub97c \ubcf4\ud638\ud558\ub294 \ub3d9\uc2dc\uc5d0 \ub2e4\uc591\ud55c \uc9c0\uc5ed\uc5d0\uc11c\uc758 \uaddc\uc815 \uc900\uc218 \uc0c1\ud0dc\ub97c \uc720\uc9c0\ud558\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc694\uc18c\ub4e4\uc744 \uace0\ub824\ud560 \ub54c \ub514\uc9c0\ud138 \uc804\ud658\uc740 \uc18d\ub3c4\uc640 \ud6a8\uc728\uc131\ubfd0\ub9cc \uc544\ub2c8\ub77c \ud68c\ubcf5 \ud0c4\ub825\uc131\uacfc \uc7a5\uae30\uc801\uc778 \uac00\uce58\uae4c\uc9c0 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \ubcf4\uc7a5\ud569\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;\">\ub514\uc9c0\ud138 \ubcd1\ub9ac\ud559\uc758 \uc0c8\ub85c\uc6b4 \uc2dc\ub300<\/h2>\n<p>\uad11\ud559 \ud604\ubbf8\uacbd\uc5d0\uc11c \uc644\uc804\ud55c \ub514\uc9c0\ud138 \uc804\ud658\uc73c\ub85c\uc758 \ubcc0\ud654\ub294 \ubcd1\ub9ac\ud559\uc744 \ud2c8\uc0c8 \ud601\uc2e0\uc5d0\uc11c \uc784\uc0c1\uc801\uc73c\ub85c \ud544\uc218\uc801\uc778 \uc601\uc5ed\uc73c\ub85c \ubcc0\ud654\uc2dc\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc804\uc5ed, \ud2b9\ud788 \ub3d9\ub0a8\uc544\uc2dc\uc544 \uc2e0\ud765 \uc9c0\uc5ed\uc5d0\uc11c\ub294 \ub514\uc9c0\ud138 \ubcd1\ub9ac\ud559\uc774 \uc870\uae30 \uc9c4\ub2e8, \uc9c0\uc5f0 \uac10\uc18c, \ub354\uc6b1 \uac1c\uc778\ud654\ub41c \uce58\ub8cc\ub97c \ud1b5\ud574 \uc554 \uce58\ub8cc \uacbd\ub85c\ub97c \uac15\ud654\ud560 \uc911\ucd94\uc801\uc778 \uae30\ud68c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. AI \uae30\ubc18 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uacfc \uacb0\ud569\ud560 \uacbd\uc6b0 \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc9c4\ub2e8\uc758 \uc815\ud655\uc131\uc744 \ub192\uc774\uace0 \ub2e4\ud559\uc81c \uac04 \ud611\uc5c5\uc744 \uac00\ub2a5\ud558\uac8c \ud558\uba70, \uc6d0\uaca9 \ud658\uacbd\uc5d0\uc11c\ub3c4 \uc804\ubb38\uac00\uc758 \uc9c0\uc2dd\uacfc \uc5ed\ub7c9\uc5d0 \uc801\uc2dc\uc5d0 \uc811\uadfc\ud560 \uc218 \uc788\ub3c4\ub85d \ud574\uc90d\ub2c8\ub2e4. \uc774\ub294 \ud2b9\ud788 \uc870\uae30 \uc9c4\ub2e8\uc744 \ud1b5\ud574 \uc0dd\uc874\uc728\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\ub294 \ud3d0\uc554\uacfc \uc720\ubc29\uc554\ucc98\ub7fc \ubd80\ub2f4\uc774 \ud070 \uc554\uc5d0\uc11c \uc911\uc694\ud569\ub2c8\ub2e4. \uac1c\ubc29\uc801\uc774\uace0 \uc0c1\ud638 \uc6b4\uc6a9 \uac00\ub2a5\ud55c \uc0dd\ud0dc\uacc4\ub294 \uc801\uc751\uc131, \uac80\uc99d\ub41c \uc11c\ub4dc\ud30c\ud2f0 \ub3c4\uad6c\uc758 \ud1b5\ud569, \uaddc\uc81c \uc900\uc218\ub97c \ub354\uc6b1 \ubcf4\uc7a5\ud558\uc5ec \uc9c4\ub2e8 \uc778\ud504\ub77c\ub97c \ubbf8\ub798 \uc9c0\ud5a5\uc801\uc73c\ub85c \uad6c\ucd95\ud558\ub294 \ub370 \uae30\uc5ec\ud569\ub2c8\ub2e4. \ubcd1\ub9ac\ud559\uc790\ub4e4\uc774 \uc124\uacc4\ud558\uace0 \ub300\ud45c\uc131 \uc788\ub294 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uae30\ubc18\uc73c\ub85c \uc784\uc0c1 \uac80\uc99d\uc744 \ub9c8\uce5c \uc194\ub8e8\uc158\uc740 \uacb0\uacfc\uc758 \uc77c\uad00\uc131\uc744 \ub4b7\ubc1b\uce68\ud558\uba70, \uac15\ub825\ud55c \uc0ac\uc774\ubc84 \ubcf4\uc548\uacfc \ud655\uc7a5 \uac00\ub2a5\ud55c \ud558\ub4dc\uc6e8\uc5b4\ub294 \uc9c4\ub8cc \uc804 \uacfc\uc815\uc5d0 \uac78\uccd0 \uc548\uc804\ud558\uace0 \uc6d0\ud65c\ud55c \ub3c4\uc785\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \uc815\ubc00\uc131, \uc18d\ub3c4, \uc5f0\uacb0\uc131\uc774 \uc758\ub8cc\ub97c \uaddc\uc815\ud558\ub294 \uc774 \uc2dc\ub300\uc5d0<strong> \ub514\uc9c0\ud138 \ubcd1\ub9ac\ud559\uc740 \ub2e8\uc21c\ud788 \ud310\ub3c4\ub97c \ubc14\uafb8\ub294 \uae30\uc220\uc774 \uc544\ub2cc \ud604\ub300 \uc9c4\ub2e8\uc758 \uc0c8\ub85c\uc6b4 \uc911\ucd94\uc785\ub2c8\ub2e4.<\/strong><\/p>\n<hr \/>\n<p><em>\ucc38\uace0 \ubb38\ud5cc:<\/em><\/p>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/link.springer.com\/article\/10.1007\/s00428-025-04090-w\" target=\"_blank\" rel=\"noopener\">[1]<\/a> Eloy, C., et al. 2025. \u201cDigital transformation of pathology &#8211; the European Society of Pathology expert opinion paper.\u201d <\/span><i><span style=\"font-weight: 400;\">Virchows Archiv<\/span><\/i><span style=\"font-weight: 400;\">. doi:10.1007\/s00428-025-04090-w.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/diagnosticpathology.biomedcentral.com\/articles\/10.1186\/s13000-025-01610-9\" target=\"_blank\" rel=\"noopener\">[2]<\/a> Zia, S., et al. 2025. \u201cAn update on applications of digital pathology: primary diagnosis; telepathology, education and research.\u201d <\/span><i><span style=\"font-weight: 400;\">Diagnostic Pathology<\/span><\/i><span style=\"font-weight: 400;\"> 20 (17). doi:10.1186\/s13000-025-01610-9.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/pubmed.ncbi.nlm.nih.gov\/31719106\/\" target=\"_blank\" rel=\"noopener\">[3]<\/a> Menter, T., et al. 2020. \u201cIntraoperative frozen section consultation by remote whole-slide imaging analysis \u2013validation and comparison to robotic remote microscopy.\u201d <\/span><i><span style=\"font-weight: 400;\">Journal of Clinical Pathology<\/span><\/i><span style=\"font-weight: 400;\"> 73 (6): 350\u2013352.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/gco.iarc.fr\/\" target=\"_blank\" rel=\"noopener\">[4]<\/a> International Agency for Research on Cancer. 2022. <\/span><i><span style=\"font-weight: 400;\">Global Cancer Observatory<\/span><\/i><span style=\"font-weight: 400;\">. 2025\ub144 8\uc6d4 10\uc77c \uc811\uc18d.<\/span><a href=\"https:\/\/gco.iarc.fr\/\" target=\"_blank\" rel=\"noopener\"> <span style=\"font-weight: 400;\">https:\/\/gco.iarc.fr\/<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/diagnosticpathology.biomedcentral.com\/articles\/10.1186\/s13000-023-01352-6\" target=\"_blank\" rel=\"noopener\">[5]<\/a> Zehra, T., et al. 2023. \u201cA suggested way forward for adoption of AI-Enabled digital pathology in low resource organizations in the developing world.\u201d <\/span><i><span style=\"font-weight: 400;\">Diagnostic Pathology<\/span><\/i><span style=\"font-weight: 400;\"> 18 (1): 68. doi:10.1186\/s13000-023-01352-6.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2153353924000336?via%3Dihub\" target=\"_blank\" rel=\"noopener\">[6]<\/a> Mosquera-Zamudio, A., M.Gomez-Suarez, J.Sprockel, J.C. 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Parwani. 2023. \u201cArtificial intelligence in diagnostic pathology.\u201d <\/span><i><span style=\"font-weight: 400;\">Diagnostic Pathology<\/span><\/i><span style=\"font-weight: 400;\"> 18 (109).<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2153353922007507\" target=\"_blank\" rel=\"noopener\">[11]<\/a> Jarrahi, M.H., et al. 2022. \u201cThe key to an effective AI-powered digital pathology: Establishing a symbiotic workflow between pathologists and machine.\u201d <\/span><i><span style=\"font-weight: 400;\">Journal of Pathology Informatics<\/span><\/i><span style=\"font-weight: 400;\"> 13: 100156.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2374289525000089\" target=\"_blank\" rel=\"noopener\">[12]<\/a> Gaffney, H., and K.M. Mirza. 2025. \u201cPathology in the artificial intelligence era: Guiding innovation and implementation to preserve human insight.\u201d <\/span><i><span style=\"font-weight: 400;\">Academic Pathology<\/span><\/i><span style=\"font-weight: 400;\"> 12: 100166.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/ascopubs.org\/doi\/10.1200\/JCO.2025.43.16_suppl.1014\" target=\"_blank\" rel=\"noopener\">[13]<\/a> Mulder, D., et al. 2025. \u201cUse of artificial intelligence\u2013assistance software for HER2-low and HER2-ultralow IHC interpretation training to improve diagnostic accuracy of pathologists and expand patients&#8217; eligibility for HER2-targeted treatment.\u201d <\/span><i><span style=\"font-weight: 400;\">2025 ASCO Annual Meeting<\/span><\/i><span style=\"font-weight: 400;\">\uc5d0\uc11c \ubc1c\ud45c\ub41c \ucd08\ub85d.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.signifyresearch.net\/insights\/complimentary-digital-pathology-vc-investment-analysis\/\" target=\"_blank\" rel=\"noopener\">[14]<\/a> Signify Research. 2023. \u201cDigital Pathology Investment Matures, VCs Get Selective.\u201d 2025\ub144 9\uc6d4 4\uc77c \uc811\uc18d.<\/span><a href=\"https:\/\/www.signifyresearch.net\/insights\/complimentary-digital-pathology-vc-investment-analysis\/\" target=\"_blank\" rel=\"noopener\"> <span style=\"font-weight: 400;\">https:\/\/www.signifyresearch.net\/insights\/complimentary-digital-pathology-vc-investment-analysis\/<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ud575\uc2ec \uc694\uc810: \ub514\uc9c0\ud138 \ubcd1\ub9ac\ud559\uc740 \uc6cc\ud06c\ud50c\ub85c\ub97c \uac04\uc18c\ud654\ud558\uace0 \uc9c4\ub2e8\uc744 \uac1c\uc120\ud558\uae30 \uc704\ud574 \uad11\ud559 \ud604\ubbf8\uacbd\uc744 \uace0\ud574\uc0c1\ub3c4 \ub514\uc9c0\ud138 \uc2ac\ub77c\uc774\ub4dc\ub85c \ub300\uccb4\ud558\uba70 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc5d0\uc11c \uc0c8\ub85c\uc6b4 \ud45c\uc900\uc774 \ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub514\uc9c0\ud138\ud654\ub97c \ub118\uc5b4\uc11c\ub294 \uc644\uc804\ud55c \ub514\uc9c0\ud138 \uc804\ud658\uc740 \uc790\ub3d9\ud654, AI, \ub370\uc774\ud130 \uc5f0\uacb0\uc131\uc744 \ud1b5\ud569\ud558\uc5ec \uc804\uccb4 \uc9c4\ub2e8 \uacbd\ub85c\ub97c \uc7ac\uad6c\uc131\ud568\uc73c\ub85c\uc368 \ub354 \ube60\ub974\uace0 \uc815\ud655\ud55c \uacb0\uacfc\ub97c \uc5bb\uc744 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4. AI \uae30\ubc18 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc740 \uac80\ucd9c, \uc815\ub7c9, \ubd84\ub958 \uae30\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ucf1c \uc7ac\ud604\uc131\uc744 \ub192\uc774\uace0, [&hellip;]<\/p>\n","protected":false},"author":97,"featured_media":136532,"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":[],"pillarandcategory":[307,319,8415,318,300,310,309],"reporter":[14563],"class_list":["post-146307","acf_article","type-acf_article","status-publish","has-post-thumbnail","hentry","pillarandcategory-digital-transformation","pillarandcategory-artificial-intelligence","pillarandcategory-clinical-decision-support","pillarandcategory-histopathology","pillarandcategory-management","pillarandcategory-operational-excellence","pillarandcategory-operations","reporter-christopher-chiam"],"acf":[],"_links":{"self":[{"href":"https:\/\/labinsights.com\/ko\/wp-json\/wp\/v2\/acf_article\/146307","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\/97"}],"version-history":[{"count":3,"href":"https:\/\/labinsights.com\/ko\/wp-json\/wp\/v2\/acf_article\/146307\/revisions"}],"predecessor-version":[{"id":148880,"href":"https:\/\/labinsights.com\/ko\/wp-json\/wp\/v2\/acf_article\/146307\/revisions\/148880"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/labinsights.com\/ko\/wp-json\/wp\/v2\/media\/136532"}],"wp:attachment":[{"href":"https:\/\/labinsights.com\/ko\/wp-json\/wp\/v2\/media?parent=146307"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/labinsights.com\/ko\/wp-json\/wp\/v2\/tags?post=146307"},{"taxonomy":"pillarandcategory","embeddable":true,"href":"https:\/\/labinsights.com\/ko\/wp-json\/wp\/v2\/pillarandcategory?post=146307"},{"taxonomy":"reporter","embeddable":true,"href":"https:\/\/labinsights.com\/ko\/wp-json\/wp\/v2\/reporter?post=146307"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}