{"id":4174,"date":"2025-12-05T12:07:38","date_gmt":"2025-12-05T03:07:38","guid":{"rendered":"https:\/\/readtrends.com\/ko\/ai-alzheimer-prediction-korea\/"},"modified":"2025-12-05T12:07:38","modified_gmt":"2025-12-05T03:07:38","slug":"ai-alzheimer-prediction-korea","status":"publish","type":"post","link":"https:\/\/readtrends.com\/ko\/ai-alzheimer-prediction-korea\/","title":{"rendered":"AI \uae30\ubc18 \u2018\uc54c\uce20\ud558\uc774\uba38 \uce58\ub9e4 \uc704\ud5d8 \uc608\uce21\ubaa8\ub378\u2019 \ub098\uc654\ub2e4 &#8211; \uc758\ud559\uc2e0\ubb38"},"content":{"rendered":"<article>\n<h2>\ud575\uc2ec \uc694\uc57d<\/h2>\n<p>\uc9c8\ubcd1\uad00\ub9ac\uccad \uad6d\ub9bd\ubcf4\uac74\uc5f0\uad6c\uc6d0\uc740 4\uc77c, \ud55c\uad6d\uc778 \uacbd\ub3c4\uc778\uc9c0\uc7a5\uc560(MCI) \ud658\uc790\uc5d0\uc11c \uc720\uc804\uccb4 \ub370\uc774\ud130\uc640 \uc778\uacf5\uc9c0\ub2a5(AI)\uc744 \uacb0\ud569\ud574 \uce58\ub9e4 \uc804\ud658 \uc704\ud5d8\uc744 \uc608\uce21\ud558\ub294 \ubaa8\ub378\uc744 \uac1c\ubc1c\ud588\ub2e4\uace0 \ubc1c\ud45c\ud588\ub2e4. \uc5f0\uad6c\ub294 \ud55c\uad6d\uc778 \uce58\ub9e4 \ucf54\ud638\ud2b8\uc778 BICWALZS\uc758 \uc784\uc0c1\u00b7\uc720\uc804\uccb4 \uc815\ubcf4 674\uba85(\uc815\uc0c1 81\uba85, \uacbd\ub3c4\uc778\uc9c0\uc7a5\uc560 389\uba85, \uce58\ub9e4 204\uba85)\uc744 \ud65c\uc6a9\ud588\uc73c\uba70, \uc5ec\ub7ec \uc54c\uace0\ub9ac\uc998\uc744 \ube44\uad50\ud55c \uacb0\uacfc \ucd5c\ub300 AUC 0.88\uc758 \uc608\uce21 \uc131\ub2a5\uc744 \ubcf4\uc600\ub2e4. \uc77c\ubd80 \ubaa8\ub378\uc740 2\ub144 \ucd94\uc801\uc5d0\uc11c \uc2e4\uc81c \uce58\ub9e4 \uc804\ud658 \uc0ac\ub840\ub97c \ucd5c\ub300 100%\uae4c\uc9c0 \ub9de\ud788\ub294 \uacb0\uacfc\ub97c \ubcf4\uc774\uba70 \uc784\uc0c1\uc801 \uc801\uc6a9 \uac00\ub2a5\uc131\uc744 \uc2dc\uc0ac\ud588\ub2e4. \uc5f0\uad6c\uc9c4\uc740 \ud5a5\ud6c4 \uad6d\uac00 \ub2e8\uc704\uc758 AI \uae30\ubc18 \uc870\uae30\uc9c4\ub2e8 \ud50c\ub7ab\ud3fc \uad6c\ucd95\uc744 \ucd94\uc9c4\ud560 \uacc4\ud68d\uc774\ub77c\uace0 \ubc1d\ud614\ub2e4.<\/p>\n<h2>\ud575\uc2ec \uc0ac\uc2e4<\/h2>\n<ul>\n<li>\uc5f0\uad6c \ubc1c\ud45c: \uc9c8\ubcd1\uad00\ub9ac\uccad \uad6d\ub9bd\ubcf4\uac74\uc5f0\uad6c\uc6d0\uc774 4\uc77c \uad6d\uc81c\ud559\uc220\uc9c0 Alzheimer&#8217;s Research &#038; Therapy\uc5d0 \uacb0\uacfc\ub97c \uacf5\uac1c\ud588\ub2e4.<\/li>\n<li>\ub300\uc0c1 \ucf54\ud638\ud2b8: BICWALZS \ucf54\ud638\ud2b8 \ucd1d 674\uba85(\uc815\uc0c1 81\uba85, \uacbd\ub3c4\uc778\uc9c0\uc7a5\uc560 389\uba85, \uce58\ub9e4 204\uba85)\uc758 \uc784\uc0c1\u00b7\uc720\uc804\uccb4 \uc790\ub8cc\ub97c \ubd84\uc11d\ud588\ub2e4.<\/li>\n<li>\uc0ac\uc6a9 \uc54c\uace0\ub9ac\uc998: \ub79c\ub364 \ud3ec\ub808\uc2a4\ud2b8, k-\ucd5c\uadfc\uc811 \uc774\uc6c3, \uc11c\ud3ec\ud2b8 \ubca1\ud130 \uba38\uc2e0, \uc778\uacf5\uc2e0\uacbd\ub9dd, XGBoost, LightGBM \ub4f1 6\uc885\uc744 \ube44\uad50 \ubd84\uc11d\ud588\ub2e4.<\/li>\n<li>\ud575\uc2ec \uc720\uc804\uc790: APOE, PVRL2, TOMM40 \ub4f1 \uc720\uc804\uc790\uac00 \uce58\ub9e4 \uc804\ud658 \uc704\ud5d8 \uc608\uce21\uc5d0 \uc8fc\uc694\ud55c \uc5ed\ud560\uc744 \ud55c \uac83\uc73c\ub85c \ub098\ud0c0\ub0ac\ub2e4.<\/li>\n<li>\uc131\ub2a5 \uc9c0\ud45c: \uac1c\ubc1c\ub41c \ubaa8\ub378\uc758 \ucd5c\ub300 \uc608\uce21 \uc815\ud655\ub3c4(AUC)\ub294 0.88\ub85c \ubcf4\uace0\ub410\ub2e4.<\/li>\n<li>\uc784\uc0c1 \ube44\uad50: 2\ub144 \ud6c4 \uc2e4\uc81c \uce58\ub9e4\ub85c \uc9c4\ud589\ub41c \uc0ac\ub840\uc640 \ub300\uc870\ud55c \uacb0\uacfc \uc77c\ubd80 \ubaa8\ub378\uc740 \ud45c\ubcf8 \ub0b4\uc5d0\uc11c \ucd5c\ub300 100%\uae4c\uc9c0 \uc815\ud655\ud788 \uc608\uce21\ud588\ub2e4.<\/li>\n<li>\uc815\ucc45\uc801 \uc2dc\uc0ac\uc810: \uc5f0\uad6c\uc9c4\uc740 \ud55c\uad6d\uc778 \uc720\uc804\uccb4 \uae30\ubc18\uc758 \ub9de\ucda4\ud615 \uc870\uae30\uc9c4\ub2e8 \ubc0f \uc608\ubc29 \uc804\ub7b5 \uc218\ub9bd\uc5d0 \uae30\uc5ec\ud560 \uc218 \uc788\ub2e4\uace0 \ud3c9\uac00\ud588\ub2e4.<\/li>\n<\/ul>\n<h2>\uc0ac\uac74 \ubc30\uacbd<\/h2>\n<p>\uc54c\uce20\ud558\uc774\uba38\ubcd1\uc740 \uace0\ub839\ud654 \uc0ac\ud68c\uc5d0\uc11c \uc8fc\uc694\ud55c \ud1f4\ud589\uc131 \ub1cc\uc9c8\ud658\uc774\uba70, \uc784\uc0c1\uc801\uc73c\ub85c\ub294 \uacbd\ub3c4\uc778\uc9c0\uc7a5\uc560(MCI) \ub2e8\uacc4\uc758 \ud658\uc790 \uc911 \uc57d 10~15%\uac00 \uc5f0\uac04 \uce58\ub9e4\ub85c \uc9c4\ud589\ud558\ub294 \uac83\uc73c\ub85c \uc54c\ub824\uc838 \uc788\ub2e4. \uc774 \ub54c\ubb38\uc5d0 MCI \ub2e8\uacc4\uc5d0\uc11c \uace0\uc704\ud5d8\uad70\uc744 \uc870\uae30\uc5d0 \uc2dd\ubcc4\ud558\uba74 \uc608\ubc29\uc801 \uc911\uc7ac\ub098 \uc784\uc0c1\uc2dc\ud5d8 \ub300\uc0c1 \uc120\ubcc4\uc5d0 \uc911\uc694\ud55c \uc774\uc810\uc774 \uc788\ub2e4. \uae30\uc874 \uce58\ub9e4 \uc608\uce21 \uc5f0\uad6c\ub294 \ub300\uccb4\ub85c \uc720\ub7fd\u00b7\ubd81\ubbf8 \uc911\uc2ec\uc758 \ubaa8\uc9d1\ub2e8\uc744 \ubc14\ud0d5\uc73c\ub85c \uac1c\ubc1c\ub418\uc5b4 \ub3d9\uc544\uc2dc\uc544, \ud2b9\ud788 \ud55c\uad6d\uc778 \uc9d1\ub2e8\uc5d0 \uadf8\ub300\ub85c \uc801\uc6a9\ud558\uae30\uc5d0\ub294 \ud55c\uacc4\uac00 \uc81c\uae30\ub3fc\uc654\ub2e4.<\/p>\n<p>\ud55c\uad6d\uc5d0\uc11c\ub294 \uc778\uad6c\uc9d1\ub2e8\uc758 \uc720\uc804\uc801 \ud2b9\uc131, \uc0dd\ud65c\uc2b5\uad00, \uc9c4\ub2e8 \ucf54\ub4dc\uc758 \ucc28\uc774 \ub4f1\uc73c\ub85c \uc778\ud574 \uc678\uad6d\uc5d0\uc11c \uac1c\ubc1c\ub41c \uc704\ud5d8 \uc608\uce21 \ubaa8\ub378\uc758 \uc131\ub2a5\uc774 \uc800\ud558\ub420 \uc218 \uc788\ub2e4\ub294 \uc6b0\ub824\uac00 \uc788\uc5b4 \ud55c\uad6d\uc778 \ub300\uc0c1 \ub370\uc774\ud130\ub85c \uc7ac\uac80\uc99d\ud558\uac70\ub098 \uc0c8 \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\ub294 \ud544\uc694\uc131\uc774 \uc81c\uae30\ub3fc \uc654\ub2e4. BICWALZS \uac19\uc740 \uad6d\ub0b4 \ucf54\ud638\ud2b8\ub294 \uc784\uc0c1 \uc790\ub8cc\uc640 \uc720\uc804\uccb4 \uc815\ubcf4\ub97c \uacb0\ud569\ud574 \ud55c\uad6d\uc778 \ud2b9\uc131\uc5d0 \ub9de\ucd98 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud55c\ub2e4. \uc774\ubc88 \uc5f0\uad6c\ub294 \uc774\ub7ec\ud55c \ub9e5\ub77d\uc5d0\uc11c \ud55c\uad6d\uc778 \ub370\uc774\ud130\ub9cc\uc73c\ub85c AI \ubaa8\ub378\uc744 \ub9cc\ub4e4\uace0 \uc131\ub2a5\uc744 \ud3c9\uac00\ud55c \uc810\uc774 \ud2b9\uc9d5\uc774\ub2e4.<\/p>\n<h2>\uc8fc\uc694 \uc0ac\uac74<\/h2>\n<p>\uc5f0\uad6c\uc9c4\uc740 BICWALZS\uc5d0 \ub4f1\ub85d\ub41c 674\uba85\uc758 \ucc38\uac00\uc790\uc5d0 \ub300\ud574 \uc784\uc0c1\u00b7\uc720\uc804\uccb4 \uc815\ubcf4\ub97c \uc804\ucc98\ub9ac\ud558\uace0, 6\uac00\uc9c0 \uae30\uacc4\ud559\uc2b5 \uc54c\uace0\ub9ac\uc998\uc744 \uc801\uc6a9\ud574 \uce58\ub9e4 \uc804\ud658 \uc704\ud5d8\uc744 \uc608\uce21\ud588\ub2e4. \uac01 \uc54c\uace0\ub9ac\uc998\ubcc4\ub85c \ud2b9\uc9d5\uc120\ud0dd(feature selection)\uacfc \uad50\ucc28\uac80\uc99d\uc744 \uc218\ud589\ud574 \ubaa8\ub378\uc744 \ube44\uad50\ud588\uc73c\uba70, \uc720\uc804\uc790\ud615\uacfc \uc784\uc0c1 \ubcc0\uc218\uc758 \uae30\uc5ec\ub3c4\ub97c \ud568\uaed8 \ubd84\uc11d\ud588\ub2e4. \uadf8 \uacb0\uacfc APOE \ub4f1 \uae30\uc874\uc5d0 \ubcf4\uace0\ub41c \uc704\ud5d8 \uc720\uc804\uc790 \uc678\uc5d0 PVRL2, TOMM40 \ub4f1\uc774 \uc608\uce21\uc5d0 \uc911\uc694\ud55c \ubcc0\uc218\ub85c \ud655\uc778\ub410\ub2e4.<\/p>\n<p>\uc131\ub2a5 \ud3c9\uac00\uc5d0\uc11c \uc77c\ubd80 \ubaa8\ub378\uc740 \uc804\uccb4 \ucf54\ud638\ud2b8 \uae30\uc900 AUC \ucd5c\ub300 0.88\uc744 \uae30\ub85d\ud588\uace0, \ud2b9\ud788 \ud45c\ubcf8 \ub0b4\uc758 2\ub144 \ucd94\uc801 \uacb0\uacfc\ub97c \ub300\uc870\ud588\uc744 \ub54c \ud2b9\uc815 \ubaa8\ub378\uc740 \uad00\ucc30\ub41c \uce58\ub9e4 \uc804\ud658 \uc0ac\ub840\ub97c \ub192\uc740 \ube44\uc728\ub85c \ub9de\ud614\ub2e4. \uc5f0\uad6c\uc9c4\uc740 \uc774 \uacb0\uacfc\uac00 \uc784\uc0c1\uc5d0\uc11c\uc758 \uc870\uae30 \uc2dd\ubcc4 \uac00\ub2a5\uc131\uc744 \uc2dc\uc0ac\ud55c\ub2e4\uace0 \ud3c9\uac00\ud588\ub2e4. \ub2e4\ub9cc \uc5f0\uad6c\ud300\ub3c4 \uc678\ubd80 \uac80\uc99d\uacfc \uc2e4\uc81c \uc784\uc0c1 \uc801\uc6a9\uc744 \uc704\ud55c \ucd94\uac00 \uc5f0\uad6c\uac00 \ud544\uc694\ud568\uc744 \uc5b8\uae09\ud588\ub2e4.<\/p>\n<p>\uc5f0\uad6c \ucc45\uc784\uc790\ub294 \ucf54\ud638\ud2b8 \uad6c\ucd95\uacfc \ub370\uc774\ud130 \ud488\uc9c8 \uad00\ub9ac\uc758 \uc911\uc694\uc131\uc744 \uac15\uc870\ud588\uc73c\uba70, \uc5f0\uad6c \uacb0\uacfc\ub97c \ubc14\ud0d5\uc73c\ub85c \uad6d\uac00 \ucc28\uc6d0\uc758 AI \uae30\ubc18 \uc870\uae30\uc9c4\ub2e8 \ud50c\ub7ab\ud3fc \uc124\uacc4 \uac00\ub2a5\uc131\uc744 \uc81c\uc2dc\ud588\ub2e4. \ub610\ud55c \ud5a5\ud6c4 \ub300\uaddc\ubaa8 \uc678\ubd80 \ucf54\ud638\ud2b8 \ubc0f \ub2e4\uad6d\uc801 \ube44\uad50 \uc5f0\uad6c\ub97c \ud1b5\ud574 \ubaa8\ub378\uc758 \uc77c\ubc18\ud654 \uac00\ub2a5\uc131\uc744 \uac80\uc99d\ud558\uaca0\ub2e4\ub294 \uacc4\ud68d\uc744 \ubc1d\ud614\ub2e4.<\/p>\n<h2>\ubd84\uc11d \ubc0f \uc758\ubbf8<\/h2>\n<p>\uc774\ubc88 \uc5f0\uad6c\ub294 \ud55c\uad6d\uc778 \uc720\uc804\uccb4 \uc815\ubcf4\ub97c \ud65c\uc6a9\ud574 \uce58\ub9e4 \uc804\ud658 \uc704\ud5d8 \uc608\uce21 \ubaa8\ub378\uc744 \ub9cc\ub4e4\uc5c8\ub2e4\ub294 \uc810\uc5d0\uc11c \uc758\ubbf8\uac00 \ud06c\ub2e4. \uae30\uc874 \ubaa8\ub378\ub4e4\uc774 \ub2e4\ub978 \ubbfc\uc871\uc9d1\ub2e8\uc5d0\uc11c \ub3c4\ucd9c\ub41c \ud2b9\uc9d5\uc5d0 \uc758\uc874\ud574 \uc131\ub2a5\uc774 \ub5a8\uc5b4\uc9c0\ub294 \uc0ac\ub840\uac00 \uc788\uc5c8\ub294\ub370, \uc778\uad6c\uc9d1\ub2e8 \ud2b9\uc774\uc131\uc744 \ubc18\uc601\ud55c \ubaa8\ub378\uc740 \uad6d\ub0b4 \uc608\ubc29 \uc815\ucc45\uacfc \uc784\uc0c1\uc2dc\ud5d8 \uc124\uacc4\uc5d0\uc11c \uc2e4\ubb34\uc801 \uc720\uc6a9\uc131\uc744 \ub192\uc77c \uc218 \uc788\ub2e4. \ud2b9\ud788 APOE \ub4f1 \uc798 \uc54c\ub824\uc9c4 \uc704\ud5d8 \uc720\uc804\uc790\uc640 \ub354\ubd88\uc5b4 PVRL2, TOMM40\uc758 \uae30\uc5ec\uac00 \ud655\uc778\ub41c \uac83\uc740 \uc720\uc804\uc790 \uae30\ubc18 \ub9ac\uc2a4\ud06c \uc2a4\ud2b8\ub798\ud2f0\ud30c\uc774(Stratify)\uc5d0 \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\ub2e4.<\/p>\n<p>\ub2e4\ub9cc AUC 0.88\uc740 \uc720\uc758\ubbf8\ud55c \uc131\uacfc\uc774\ub098 \uc644\uc804\ud55c \uc608\uce21\uc744 \uc758\ubbf8\ud558\uc9c0 \uc54a\uc73c\uba70, \ud45c\ubcf8 \ub0b4\uc5d0\uc11c \ub192\uc740 \uc815\ud655\ub3c4\ub97c \ubcf4\uc778 \ubaa8\ub378\ub3c4 \uc678\ubd80 \uc9d1\ub2e8\uc5d0\uc11c \ub3d9\uc77c\ud55c \uc131\ub2a5\uc744 \ub0bc\uc9c0\ub294 \ubcc4\ub3c4 \uac80\uc99d\uc774 \ud544\uc694\ud558\ub2e4. \uc784\uc0c1 \uc801\uc6a9\uc744 \uc704\ud574\uc11c\ub294 \ubbfc\uac10\ub3c4\u00b7\ud2b9\uc774\ub3c4, \uc591\uc131\uc608\uce21\ub3c4 \ub4f1 \uc2e4\ubb34 \uc9c0\ud45c\uc640 \ub354\ubd88\uc5b4 \uc724\ub9ac\uc801\u00b7\uc0ac\ud68c\uc801 \uc218\uc6a9\uc131, \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638 \ubb38\uc81c\ub3c4 \ud568\uaed8 \uac80\ud1a0\ud574\uc57c \ud55c\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \uace0\uc704\ud5d8\uad70 \ud310\uc815\uc744 \ubc1b\uc740 \uac1c\uc778\uc758 \uc2ec\ub9ac\uc801 \uc601\ud5a5\uacfc \ubcf4\ud5d8\u00b7\uace0\uc6a9\uc0c1\uc758 \ubd88\uc774\uc775 \uac00\ub2a5\uc131 \ub4f1 \uc0ac\ud68c\uc801 \ud30c\uae09\ud6a8\uacfc\ub97c \uace0\ub824\ud55c \uc81c\ub3c4\uc801 \uc548\uc804\uc7a5\uce58\uac00 \ud544\uc694\ud558\ub2e4.<\/p>\n<p>\uc815\ucc45\uc801 \uad00\uc810\uc5d0\uc11c\ub294 \uad6d\uac00 \ub2e8\uc704\uc758 AI \ud50c\ub7ab\ud3fc \uad6c\ucd95\uc774 \ucd94\uc9c4\ub420 \uacbd\uc6b0 \ub370\uc774\ud130 \ud45c\uc900\ud654, \uc678\ubd80 \uac80\uc99d \uc808\ucc28, \uc784\uc0c1 \uc758\uc0ac\uacb0\uc815\uacfc\uc758 \uc5f0\uacc4 \ubc29\uc548\uc774 \ud575\uc2ec \uacfc\uc81c\ub85c \ub5a0\uc624\ub978\ub2e4. \ub610\ud55c \uad6d\ub0b4 \ucf54\ud638\ud2b8\uc758 \uaddc\ubaa8\ub97c \ud655\uc7a5\ud558\uace0 \ub2e4\uae30\uad00\u00b7\ub2e4\ubbfc\uc871 \ub370\uc774\ud130\uc640\uc758 \ube44\uad50\ub97c \ud1b5\ud574 \ubaa8\ub378\uc758 \uc2e0\ub8b0\ub3c4\ub97c \ub192\uc5ec\uc57c \ud55c\ub2e4. \uad6d\uc81c \ud611\ub825 \uc5f0\uad6c\ub97c \ud1b5\ud574 \uc54c\uace0\ub9ac\uc998\uc758 \uad6d\uacbd \uac04 \uc77c\ubc18\ud654 \uac00\ub2a5\uc131\uc744 \ud3c9\uac00\ud558\ub294 \uac83\ub3c4 \ud5a5\ud6c4 \uacfc\uc81c\ub2e4.<\/p>\n<h2>\ube44\uad50 \ubc0f \ub370\uc774\ud130<\/h2>\n<figure>\n<table>\n<thead>\n<tr>\n<th>\ud56d\ubaa9<\/th>\n<th>\ub0b4\uc6a9<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\ub300\uc0c1\uc790 \uc218<\/td>\n<td>\ucd1d 674\uba85 (\uc815\uc0c1 81, MCI 389, \uce58\ub9e4 204)<\/td>\n<\/tr>\n<tr>\n<td>\uc0ac\uc6a9 \uc54c\uace0\ub9ac\uc998<\/td>\n<td>\ub79c\ub364\ud3ec\ub808\uc2a4\ud2b8, k-NN, SVM, \uc778\uacf5\uc2e0\uacbd\ub9dd, XGBoost, LightGBM<\/td>\n<\/tr>\n<tr>\n<td>\uc8fc\uc694 \uc720\uc804\uc790<\/td>\n<td>APOE, PVRL2, TOMM40<\/td>\n<\/tr>\n<tr>\n<td>\ubcf4\uace0\ub41c \uc131\ub2a5<\/td>\n<td>\ucd5c\ub300 AUC 0.88, \uc77c\ubd80 \ubaa8\ub378\uc740 2\ub144 \ucd94\uc801\uc5d0\uc11c \ud45c\ubcf8 \ub0b4 100% \uc608\uce21<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n<p>\uc704 \ud45c\ub294 \uc5f0\uad6c\uc5d0\uc11c \uacf5\uac1c\ub41c \uc8fc\uc694 \uc218\uce58\uc640 \uacb0\uacfc\ub97c \uc694\uc57d\ud55c \uac83\uc774\ub2e4. \uc22b\uc790\ub294 \ud574\ub2f9 \ub17c\ubb38 \ubc0f \ubc1c\ud45c \uc790\ub8cc\uc5d0 \ub530\ub77c \ud45c\uae30\ud588\uc73c\uba70, \ud45c\ubcf8 \ub0b4 \uc131\ub2a5\uc774 \uc678\ubd80 \uac80\uc99d\uc5d0\uc11c \ub3d9\uc77c\ud558\uac8c \uc7ac\ud604\ub420\uc9c0\ub294 \ubcc4\ub3c4 \ud655\uc778\uc774 \ud544\uc694\ud558\ub2e4.<\/p>\n<h2>\ubc18\uc751 \ubc0f \uc778\uc6a9<\/h2>\n<blockquote>\n<p>&#8220;\ud55c\uad6d\uc778 \uc720\uc804\uccb4 \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud55c \ub9de\ucda4\ud615 \uce58\ub9e4 \uc608\uce21\uc758 \uac00\ub2a5\uc131\uc744 \ubcf4\uc5ec\uc900 \uc758\ubbf8 \uc788\ub294 \uc131\uacfc&#8221;<\/p>\n<p><cite>\uc9c8\ubcd1\uad00\ub9ac\uccad\u00b7\uad6d\ub9bd\ubcf4\uac74\uc5f0\uad6c\uc6d0 (\uacf5\uc2dd \ubc1c\ud45c)<\/cite><\/p><\/blockquote>\n<p>\uad6d\uac00 \uc5f0\uad6c\uae30\uad00\uc740 \uc774\ubc88 \uacb0\uacfc\uac00 \uad6d\ub0b4 \uce58\ub9e4 \uc608\ubc29 \ubc0f \uad00\ub9ac \uc815\ucc45\uc758 \uacfc\ud559\uc801 \uae30\ubc18\uc744 \uac15\ud654\ud560 \uc218 \uc788\ub2e4\uace0 \ud3c9\uac00\ud588\ub2e4. \uacf5\uc2dd \ubc1c\ud45c\ubb38\uc740 \ud5a5\ud6c4 \uad6d\uac00 \ucc28\uc6d0\uc758 AI \uae30\ubc18 \uc870\uae30\uc9c4\ub2e8 \ud50c\ub7ab\ud3fc \uad6c\ucd95 \uc758\uc9c0\ub97c \ud568\uaed8 \ubc1d\ud614\ub2e4.<\/p>\n<blockquote>\n<p>&#8220;\uacbd\ub3c4\uc778\uc9c0\uc7a5\uc560 \ud658\uc790 \ub2e4\uc218\uac00 \uce58\ub9e4\ub85c \uc9c4\ud589\ud560 \uac00\ub2a5\uc131\uc774 \uc788\uc5b4 \uc870\uae30 \uc2dd\ubcc4\uacfc \uc608\ubc29 \uc804\ub7b5\uc774 \ub9e4\uc6b0 \uc911\uc694\ud558\ub2e4&#8221;<\/p>\n<p><cite>\uae40\uc0c1\ucca0 \uad6d\ub9bd\ubcf4\uac74\uc5f0 \ud5ec\uc2a4\ucf00\uc5b4\uc778\uacf5\uc9c0\ub2a5\uc5f0\uad6c\uacfc\uc7a5<\/cite><\/p><\/blockquote>\n<p>\uae40\uc0c1\ucca0 \uacfc\uc7a5\uc740 \uc5f0\uad6c\uc758 \uc815\ucc45\uc801 \ud568\uc758\ub97c \uac15\uc870\ud558\uba70, \uc5f0\uad6c \uacb0\uacfc\uac00 \uc608\ubc29 \uc804\ub7b5 \uc218\ub9bd\uc5d0 \ud65c\uc6a9\ub420 \uc218 \uc788\ub2e4\ub294 \uc810\uc744 \uc5b8\uae09\ud588\ub2e4. \ub2e4\ub9cc \uc784\uc0c1 \ub3c4\uc785 \uc804 \uc678\ubd80 \uac80\uc99d\uacfc \uaddc\uc81c\u00b7\uc724\ub9ac\uc801 \uac80\ud1a0\uac00 \ud544\uc694\ud558\ub2e4\uace0 \ub367\ubd99\uc600\ub2e4.<\/p>\n<blockquote>\n<p>&#8220;\ucf54\ud638\ud2b8 \uae30\ubc18\uc758 \ub300\uaddc\ubaa8 \uc720\uc804\uccb4 \ub370\uc774\ud130\uc640 AI\ub97c \uacb0\ud569\ud558\uba74 \ub9de\ucda4\ud615 \uc704\ud5d8 \uc608\uce21\uc758 \uc815\ud655\ub3c4\ub97c \ub192\uc77c \uc218 \uc788\ub2e4&#8221;<\/p>\n<p><cite>\uc5f0\uad6c\ud300(\uc5f0\uad6c\ucc45\uc784\uc790: \ud64d\ucc3d\ud615 \uc544\uc8fc\ub300\ud559\uad50 \uad50\uc218, \ucf54\ud638\ud2b8 \uc6b4\uc601\uc9c4)<\/cite><\/p><\/blockquote>\n<p>\uc5f0\uad6c \ucc45\uc784\uc790\ub294 \ucf54\ud638\ud2b8\uc758 \uc5ed\ud560\uacfc \ub370\uc774\ud130 \ud488\uc9c8 \uad00\ub9ac\uc758 \uc911\uc694\uc131\uc744 \uc7ac\ucc28 \uac15\uc870\ud588\ub2e4. \uc5f0\uad6c\ud300\uc740 \ud5a5\ud6c4 \ub2e4\uae30\uad00 \uac80\uc99d\uc744 \ud1b5\ud574 \ubaa8\ub378\uc744 \uac80\uc99d\ud558\uaca0\ub2e4\uace0 \ubc1d\ud614\ub2e4.<\/p>\n<aside>\n<details>\n<summary>\uc6a9\uc5b4\/\ubc29\ubc95\ub860<\/summary>\n<p>\ubcf8 \uc5f0\uad6c\uc5d0\uc11c \uc0ac\uc6a9\ub41c AUC(Area Under the Curve)\ub294 \ubd84\ub958\ubaa8\ub378\uc758 \uc804\uccb4\uc801 \ud310\ubcc4\ub825\uc744 \ub098\ud0c0\ub0b4\ub294 \uc9c0\ud45c\ub85c, 1\uc5d0 \uac00\uae4c\uc6b8\uc218\ub85d \uc131\ub2a5\uc774 \uc88b\ub2e4. \ub79c\ub364\ud3ec\ub808\uc2a4\ud2b8, XGBoost, LightGBM \ub4f1\uc740 \uacb0\uc815\ud2b8\ub9ac \uae30\ubc18\uc758 \uc559\uc0c1\ube14 \uae30\ubc95\uc73c\ub85c \ud2b9\uc9d5 \uc120\ud0dd\uacfc \uacfc\uc801\ud569 \uc81c\uc5b4\uc5d0 \uac15\uc810\uc744 \uac00\uc9c4\ub2e4. k-NN\uc740 \uac70\ub9ac \uae30\ubc18 \ubd84\ub958\ubc95, SVM\uc740 \ub9c8\uc9c4\uc744 \uadf9\ub300\ud654\ud558\ub294 \ubd84\ub958\uae30\uc774\uba70, \uc778\uacf5\uc2e0\uacbd\ub9dd\uc740 \ube44\uc120\ud615 \ud328\ud134 \ud559\uc2b5\uc5d0 \uc720\ub9ac\ud558\ub2e4. \uc720\uc804\uccb4 \ub370\uc774\ud130\ub294 \uac1c\uc778 \uc2dd\ubcc4 \uac00\ub2a5\uc131\uc774 \uc788\uc5b4 \ub370\uc774\ud130 \ucc98\ub9ac\uc640 \uacf5\uc720 \uc2dc \uc5c4\uaca9\ud55c \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638\uc640 \uc724\ub9ac\uc801 \uace0\ub824\uac00 \ud544\uc694\ud558\ub2e4.<\/p>\n<\/details>\n<\/aside>\n<h2>\ubd88\ud655\uc2e4\ud55c \ubd80\ubd84<\/h2>\n<ul>\n<li>\ubaa8\ub378 \uc77c\ubc18\ud654: \uc5f0\uad6c\ub294 \ub2e8\uc77c \uad6d\ub0b4 \ucf54\ud638\ud2b8 \ub0b4 \uc131\ub2a5\uc744 \ubcf4\uace0\ud588\uc73c\uba70, \uc678\ubd80 \uc9d1\ub2e8\uc5d0\uc11c\uc758 \uc7ac\ud604\uc131\uc740 \uc544\uc9c1 \ud655\uc778\ub418\uc9c0 \uc54a\uc558\ub2e4.<\/li>\n<li>\uc784\uc0c1 \uc801\uc6a9 \uc2dc\uc810: \uc784\uc0c1\uc801 \ub3c4\uc785\uc744 \uc704\ud574 \ud544\uc694\ud55c \uaddc\uc81c \uc2b9\uc778 \uc808\ucc28\uc640 \uc2e4\ubb34\uc801 \uac80\uc99d \uc2dc\uc810\uc740 \ubd88\ubd84\uba85\ud558\ub2e4.<\/li>\n<li>\uc7a5\uae30 \uc608\uce21\ub825: 2\ub144 \ucd94\uc801\uc5d0\uc11c\uc758 \uc131\ub2a5\uc740 \ubcf4\uace0\ub410\uc73c\ub098 \uc7a5\uae30\uac04(\uc608: 5\ub144 \uc774\uc0c1) \uc608\uce21 \uc131\ub2a5\uc740 \ucd94\uac00 \uac80\uc99d\uc774 \ud544\uc694\ud558\ub2e4.<\/li>\n<\/ul>\n<h2>\ucd1d\ud3c9<\/h2>\n<p>\ud55c\uad6d\uc778 \uc720\uc804\uccb4\ub97c \uae30\ubc18\uc73c\ub85c \ud55c AI \uce58\ub9e4 \uc704\ud5d8 \uc608\uce21\ubaa8\ub378\uc758 \uac1c\ubc1c\uc740 \uad6d\ub0b4 \uc2e4\uc815\uc5d0 \ub9de\ucd98 \ub9de\ucda4\ud615 \uc870\uae30\uc9c4\ub2e8 \uac00\ub2a5\uc131\uc744 \ubcf4\uc5ec\uc900 \uc911\uc694\ud55c \uc9c4\uc804\uc774\ub2e4. \uc5f0\uad6c\ub294 \ucf54\ud638\ud2b8 \ub370\uc774\ud130\uc758 \uac15\uc810\uacfc \uc5ec\ub7ec \uae30\uacc4\ud559\uc2b5 \uae30\ubc95\uc744 \ube44\uad50\ud588\ub2e4\ub294 \uc810\uc5d0\uc11c \uc2e4\ubb34\uc801 \uc2dc\uc0ac\uc810\uc744 \uc81c\uacf5\ud55c\ub2e4. \ud558\uc9c0\ub9cc \ud45c\ubcf8 \uc218\uc640 \ub2e8\uc77c \ucf54\ud638\ud2b8 \uae30\ubc18 \uacb0\uacfc\ub77c\ub294 \ud55c\uacc4 \ub54c\ubb38\uc5d0 \uc678\ubd80 \uac80\uc99d, \uc7a5\uae30 \ucd94\uc801, \uc784\uc0c1\uc801 \uc720\ud6a8\uc131 \ud3c9\uac00\uac00 \uc120\ud589\ub3fc\uc57c \ud55c\ub2e4.<\/p>\n<p>\uc815\ucc45\uc801\uc73c\ub85c\ub294 \uad6d\uac00 \ucc28\uc6d0\uc758 AI \uae30\ubc18 \uc870\uae30\uc9c4\ub2e8 \ud50c\ub7ab\ud3fc \uad6c\ucd95 \ub17c\uc758\uac00 \uc774\ubc88 \uacb0\uacfc\ub97c \ud1b5\ud574 \uac00\uc18d\ud654\ub420 \uc218 \uc788\uc73c\ub098, \ub370\uc774\ud130 \ud45c\uc900\ud654\uc640 \uc724\ub9ac\uc801\u00b7\ubc95\uc801 \uc7a5\uce58 \ub9c8\ub828\uc774 \ubcd1\ud589\ub3fc\uc57c \ud55c\ub2e4. \ub3c5\uc790\ub294 \uc774\ubc88 \uc131\uacfc\ub97c \u2018\uc784\uc0c1\uc801 \uac00\ub2a5\uc131 \uc81c\uc2dc\u2019\ub85c \ubc1b\uc544\ub4e4\uc774\ub418, \uc2e4\uc81c \uc758\ub8cc \ud604\uc7a5 \uc801\uc6a9\uc5d0\ub294 \ucd94\uac00 \uc5f0\uad6c\uc640 \uc81c\ub3c4\uc801 \uc900\ube44\uac00 \ud544\uc694\ud558\ub2e4\ub294 \uc810\uc744 \uc5fc\ub450\uc5d0 \ub450\uc5b4\uc57c \ud55c\ub2e4.<\/p>\n<h2>\ucd9c\ucc98<\/h2>\n<ul>\n<li><a href=\"http:\/\/www.bosa.co.kr\/news\/articleView.html?idxno=2264728\" target=\"_blank\" rel=\"noopener\">\uc758\ud559\uc2e0\ubb38 (\uc5b8\ub860 \ubcf4\ub3c4)<\/a><\/li>\n<li><a href=\"https:\/\/alzres.biomedcentral.com\/\" target=\"_blank\" rel=\"noopener\">Alzheimer&#8217;s Research &#038; Therapy (\ud559\uc220\uc9c0 \ud648\ud398\uc774\uc9c0)<\/a><\/li>\n<\/ul>\n<\/article>\n","protected":false},"excerpt":{"rendered":"<p>\ud575\uc2ec \uc694\uc57d \uc9c8\ubcd1\uad00\ub9ac\uccad \uad6d\ub9bd\ubcf4\uac74\uc5f0\uad6c\uc6d0\uc740 4\uc77c, \ud55c\uad6d\uc778 \uacbd\ub3c4\uc778\uc9c0\uc7a5\uc560(MCI) \ud658\uc790\uc5d0\uc11c \uc720\uc804\uccb4 \ub370\uc774\ud130\uc640 \uc778\uacf5\uc9c0\ub2a5(AI)\uc744 \uacb0\ud569\ud574 \uce58\ub9e4 \uc804\ud658 \uc704\ud5d8\uc744 \uc608\uce21\ud558\ub294 \ubaa8\ub378\uc744 \uac1c\ubc1c\ud588\ub2e4\uace0 \ubc1c\ud45c\ud588\ub2e4. \uc5f0\uad6c\ub294 \ud55c\uad6d\uc778 \uce58\ub9e4 \ucf54\ud638\ud2b8\uc778 BICWALZS\uc758 \uc784\uc0c1\u00b7\uc720\uc804\uccb4 \uc815\ubcf4 674\uba85(\uc815\uc0c1 81\uba85, \uacbd\ub3c4\uc778\uc9c0\uc7a5\uc560 389\uba85, \uce58\ub9e4 204\uba85)\uc744 \ud65c\uc6a9\ud588\uc73c\uba70, \uc5ec\ub7ec \uc54c\uace0\ub9ac\uc998\uc744 \ube44\uad50\ud55c \uacb0\uacfc \ucd5c\ub300 AUC 0.88\uc758 \uc608\uce21 \uc131\ub2a5\uc744 \ubcf4\uc600\ub2e4. \uc77c\ubd80 \ubaa8\ub378\uc740 2\ub144 \ucd94\uc801\uc5d0\uc11c \uc2e4\uc81c \uce58\ub9e4 \uc804\ud658 \uc0ac\ub840\ub97c \ucd5c\ub300 100%\uae4c\uc9c0 \ub9de\ud788\ub294 \uacb0\uacfc\ub97c &#8230; <a title=\"AI \uae30\ubc18 \u2018\uc54c\uce20\ud558\uc774\uba38 \uce58\ub9e4 \uc704\ud5d8 \uc608\uce21\ubaa8\ub378\u2019 \ub098\uc654\ub2e4 &#8211; \uc758\ud559\uc2e0\ubb38\" class=\"read-more\" href=\"https:\/\/readtrends.com\/ko\/ai-alzheimer-prediction-korea\/\" aria-label=\"AI \uae30\ubc18 \u2018\uc54c\uce20\ud558\uc774\uba38 \uce58\ub9e4 \uc704\ud5d8 \uc608\uce21\ubaa8\ub378\u2019 \ub098\uc654\ub2e4 &#8211; \uc758\ud559\uc2e0\ubb38\uc5d0 \ub300\ud574 \ub354 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\uc138\uc694\">\ub354 \uc77d\uae30<\/a><\/p>\n","protected":false},"author":1,"featured_media":4167,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"rank_math_title":"AI \uae30\ubc18 \u2018\uc54c\uce20\ud558\uc774\uba38 \uce58\ub9e4 \uc704\ud5d8 \uc608\uce21\ubaa8\ub378\u2019 \uac1c\ubc1c \u2014 \uc758\ud559\uc2e0\ubb38","rank_math_description":"\uad6d\ub9bd\ubcf4\uac74\uc5f0\uad6c\uc6d0\uc774 \ud55c\uad6d\uc778 \uc720\uc804\uccb4\uc640 AI\ub97c \uacb0\ud569\ud574 \uacbd\ub3c4\uc778\uc9c0\uc7a5\uc560 \ud658\uc790\uc758 \uce58\ub9e4 \uc804\ud658 \uc704\ud5d8\uc744 \uc608\uce21\ud558\ub294 \ubaa8\ub378\uc744 \uac1c\ubc1c\ud588\ub2e4. \ucd5c\ub300 AUC 0.88, \uc77c\ubd80 \ubaa8\ub378\uc740 2\ub144 \ucd94\uc801\uc5d0\uc11c \ub192\uc740 \uc608\uce21\ub825\uc744 \ubcf4\uc600\ub2e4.","rank_math_focus_keyword":"\uc54c\uce20\ud558\uc774\uba38,AI,\uce58\ub9e4\uc608\uce21\ubaa8\ub378,\uc720\uc804\uccb4,APOE","footnotes":""},"categories":[2],"tags":[],"class_list":["post-4174","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-top-stories"],"_links":{"self":[{"href":"https:\/\/readtrends.com\/ko\/wp-json\/wp\/v2\/posts\/4174","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/readtrends.com\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/readtrends.com\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/readtrends.com\/ko\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/readtrends.com\/ko\/wp-json\/wp\/v2\/comments?post=4174"}],"version-history":[{"count":0,"href":"https:\/\/readtrends.com\/ko\/wp-json\/wp\/v2\/posts\/4174\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/readtrends.com\/ko\/wp-json\/wp\/v2\/media\/4167"}],"wp:attachment":[{"href":"https:\/\/readtrends.com\/ko\/wp-json\/wp\/v2\/media?parent=4174"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/readtrends.com\/ko\/wp-json\/wp\/v2\/categories?post=4174"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/readtrends.com\/ko\/wp-json\/wp\/v2\/tags?post=4174"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}