{"id":39679,"date":"2024-11-02T06:50:57","date_gmt":"2024-11-02T06:50:57","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=39679"},"modified":"2024-11-26T06:41:05","modified_gmt":"2024-11-26T06:41:05","slug":"%ec%9d%98%eb%a3%8c-%eb%b0%8f-%eb%b0%94%ec%9d%b4%ec%98%a4-%eb%8d%b0%ec%9d%b4%ed%84%b0%ec%85%8b-luna16-%ed%8f%90-ct-%ec%8a%a4%ec%ba%94-%ec%9d%b4%eb%af%b8%ec%a7%80-%eb%8d%b0%ec%9d%b4%ed%84%b0%ec%85%8b","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/39679\/","title":{"rendered":"\uc758\ub8cc \ubc0f \ubc14\uc774\uc624 \ub370\uc774\ud130\uc14b, LUNA16  \ud3d0 CT \uc2a4\uce94 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\uc14b"},"content":{"rendered":"<p>\uc758\ub8cc \ubd84\uc57c\uc5d0\uc11c\uc758 \ub370\uc774\ud130\ub294 \uc9c4\ub2e8, \uce58\ub8cc \ubc0f \uc5f0\uad6c \ub4f1 \uc5ec\ub7ec \uce21\uba74\uc5d0\uc11c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \ud2b9\ud788, \ub525\ub7ec\ub2dd\uacfc \uba38\uc2e0\ub7ec\ub2dd \uae30\uc220\uc774 \ubc1c\uc804\ud568\uc5d0 \ub530\ub77c \uc758\ub8cc \uc601\uc0c1 \ub370\uc774\ud130\uc14b\uc758 \uc911\uc694\uc131\uc774 \ub354\uc6b1 \ubd80\uac01\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \ud3ec\uc2a4\ud2b8\uc5d0\uc11c\ub294 LUNA16 \ud3d0 CT \uc2a4\uce94 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\uc14b\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc774 \ub370\uc774\ud130\uc14b\uc740 \ud3d0\uc554 \uac80\ucd9c\uc744 \uc704\ud55c \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ub85c, \ub2e4\uc591\ud55c \uc5f0\uad6c\uc640 \uac1c\ubc1c\uc5d0 \ud65c\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>1. LUNA16 \ub370\uc774\ud130\uc14b \uac1c\uc694<\/h2>\n<p>LUNA16(File Names: Lung Nodule Analysis 2016)\uc740 2016\ub144 \uc5f4\ub9b0 &#8216;Lung Nodule Analysis&#8217; \ub3c4\uc804 \uacfc\uc81c\uc5d0\uc11c \uc81c\uacf5\ub41c \ub370\uc774\ud130\uc14b\uc785\ub2c8\ub2e4. \uc774 \ub3c4\uc804 \uacfc\uc81c\ub294 \ud3d0 CT \uc2a4\uce94 \uc774\ubbf8\uc9c0\ub97c \ubc14\ud0d5\uc73c\ub85c \ud3d0\uacb0\uc808\uc744 \uc790\ub3d9\uc73c\ub85c \uac80\ucd9c\ud558\ub294 \uc54c\uace0\ub9ac\uc998\uc744 \uac1c\ubc1c\ud558\uae30 \uc704\ud55c \ubaa9\uc801\uc73c\ub85c \uc2dc\ud589\ub418\uc5c8\uc2b5\ub2c8\ub2e4. LUNA16 \ub370\uc774\ud130\uc14b\uc740 \ud2b9\ud788 \uc5f0\uad6c\uc790\ub4e4\uc774 \ud3d0\uacb0\uc808\uc744 \ucc3e\uace0 \ubd84\uc11d\ud558\ub294 \ub370 \ud544\uc694\ud55c \ub2e4\uc591\ud55c \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<h3>1.1 \ub370\uc774\ud130\uc14b \uad6c\uc131<\/h3>\n<p>LUNA16 \ub370\uc774\ud130\uc14b\uc740 \uc5ec\ub7ec \uac00\uc9c0 CT \uc2a4\uce94 \uc774\ubbf8\uc9c0\uc640 \uba54\ud0c0\ub370\uc774\ud130\ub85c \uad6c\uc131\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\uc74c\uacfc \uac19\uc740 \uc8fc\uc694 \uc694\uc18c\ub85c \uc774\ub8e8\uc5b4\uc838 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li><strong>\uc2ac\ub77c\uc774\uc2a4 \uc774\ubbf8\uc9c0:<\/strong> \uac01 CT \uc2a4\uce94\uc758 \uc2ac\ub77c\uc774\uc2a4\ub97c \uad6c\uc131\ud558\ub294 \uc774\ubbf8\uc9c0\ub4e4.<\/li>\n<li><strong>\uc8fc\uc11d \ub370\uc774\ud130:<\/strong> \uac01 \uc2ac\ub77c\uc774\uc2a4\uc5d0\uc11c \uacb0\uc808\uc758 \uc704\uce58\uc640 \ud06c\uae30\ub97c \ud3ec\ud568\ud55c \uc8fc\uc11d.<\/li>\n<li><strong>ML \uae30\uc220 \uc801\uc6a9:<\/strong> \ub370\uc774\ud130\uc14b\uc744 \uc774\uc6a9\ud55c \ub2e4\uc591\ud55c \uae30\uacc4 \ud559\uc2b5 \uc54c\uace0\ub9ac\uc998\uacfc \ubaa8\ub378\uc758 \uc131\ub2a5 \ud3c9\uac00.<\/li>\n<\/ul>\n<h3>1.2 \ub370\uc774\ud130\uc14b \uc0ac\uc6a9 \ubaa9\uc801<\/h3>\n<p>LUNA16 \ub370\uc774\ud130\uc14b\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \uc5f0\uad6c \ubc0f \uac1c\ubc1c\uc5d0 \ud65c\uc6a9\ub429\ub2c8\ub2e4:<\/p>\n<ul>\n<li>\ud3d0\uc554 \uac80\ucd9c \uc54c\uace0\ub9ac\uc998 \uac1c\ubc1c<\/li>\n<li>\uc758\ub8cc \uc601\uc0c1 \ucc98\ub9ac \uae30\ubc95 \uc5f0\uad6c<\/li>\n<li>\uc9c0\uc2dd\uc744 \uae30\ubc18\uc73c\ub85c \ud55c \uc801\uc751\ud615 \uc9c4\ub2e8 \uc9c0\uc6d0 \uc2dc\uc2a4\ud15c \uad6c\ucd95<\/li>\n<\/ul>\n<h2>2. LUNA16 \ub370\uc774\ud130\uc14b\uc758 \ub2e4\uc6b4\ub85c\ub4dc \ubc0f \uc811\uadfc\ubc95<\/h2>\n<p>LUNA16 \ub370\uc774\ud130\uc14b\uc740 \uacf5\uac1c \ub370\uc774\ud130\ub85c, \ub2e4\uc591\ud55c \ud50c\ub7ab\ud3fc\uc5d0\uc11c \ub2e4\uc6b4\ub85c\ub4dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc8fc\ub85c \uc544\ub798 \ub9c1\ud06c\ub97c \ud1b5\ud574 \uc811\uadfc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li><a href=\"https:\/\/luna16.grand-challenge.org\/\">LUNA16 \uacf5\uc2dd \uc6f9\uc0ac\uc774\ud2b8<\/a> &#8211; \ub370\uc774\ud130\uc14b \ub2e4\uc6b4\ub85c\ub4dc\uc640 \ucc38\uc5ec \ubc29\ubc95\uc5d0 \ub300\ud55c \uc790\uc138\ud55c \uc815\ubcf4 \uc81c\uacf5<\/li>\n<li><a href=\"https:\/\/github.com\/Naor-Friedman\/LUNA16\">GitHub Repository<\/a> &#8211; LUNA16 \uad00\ub828 \uc5ec\ub7ec \ub9ac\uc18c\uc2a4 \ubc0f \ucf54\ub4dc \uc81c\uacf5<\/li>\n<\/ul>\n<h2>3. \ub370\uc774\ud130\uc14b \ud65c\uc6a9 \uc608\uc81c<\/h2>\n<p>LUNA16 \ub370\uc774\ud130\uc14b\uc740 \uc5f0\uad6c\uc790\ub4e4\uc774 \ub2e4\uc591\ud55c \ub525\ub7ec\ub2dd \ubaa8\ub378\uc744 \uc801\uc6a9\ud574 \ubcf4\uace0, \ud3d0\uacb0\uc808 \ud0d0\uc9c0 \ubc0f \ubd84\ub958 \uc131\ub2a5\uc744 \ub192\uc774\ub294 \ub370 \uc0ac\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \ud2b9\uc815 \uc54c\uace0\ub9ac\uc998\uc744 \uac1c\ubc1c\ud558\uac70\ub098 \uae30\uc874\uc758 \uc54c\uace0\ub9ac\uc998\uc744 \uac1c\uc120\ud558\ub294 \ub370 \ud544\uc694\ud55c \uc2e4\uc99d\uc801\uc778 \uadfc\uac70\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c \uc0ac\ub840\ub85c\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uc810\uc744 \ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li><strong>Convolutional Neural Networks (CNNs):<\/strong> LUNA16 \ub370\uc774\ud130\uc14b\uc744 \uc0ac\uc6a9\ud558\uc5ec \uae4a\uc774 \uc788\ub294 CNN \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\uc5ec \uacb0\uc808 \ud0d0\uc9c0 \uc131\ub2a5\uc744 \uac1c\uc120\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>Transfer Learning:<\/strong> \uc774\ubbf8\uc9c0\ub137(ImageNet)\uacfc \uac19\uc740 \ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc14b\uc5d0\uc11c \uc0ac\uc804 \ud6c8\ub828\ub41c \ubaa8\ub378\uc744 LUNA16 \ub370\uc774\ud130\uc14b\uc5d0 \uc801\uc6a9\ud558\uc5ec \uc131\ub2a5\uc744 \uac00\uc18d\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>4. LUNA16 \ub370\uc774\ud130\uc14b\uc758 \uc911\uc694\uc131<\/h2>\n<p>LUNA16 \ub370\uc774\ud130\uc14b\uc740 \ud3d0\uc554 \uac80\ucd9c\uacfc \uad00\ub828\ub41c \uc5f0\uad6c\uc758 \uc911\uc694\ud55c \uae30\ucd08 \uc790\ub8cc\ub85c, \uc5ec\ub7ec \uc774\uc720\ub85c \uadf8 \uc911\uc694\uc131\uc744 \uc9c0\ub2c8\uace0 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li><strong>\uacf5\uac1c\uc131:<\/strong> \uc5f0\uad6c\uc790\ub4e4 \ubc0f \uac1c\ubc1c\uc790\ub4e4\uc774 \uc790\uc720\ub86d\uac8c \uc811\uadfc\ud558\uace0 \ud65c\uc6a9\ud560 \uc218 \uc788\ub294 \uacf5\uac1c \ub370\uc774\ud130\uc14b\uc73c\ub85c, \uc0c8\ub85c\uc6b4 \uc54c\uace0\ub9ac\uc998 \uac1c\ubc1c\uc5d0 \uae30\uc5ec\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ud611\ub825\uc801 \uc5f0\uad6c \ud658\uacbd:<\/strong> \ub2e4\uc591\ud55c \uc5f0\uad6c\uc790\ub4e4\uc774 LUNA16\uc744 \uc0ac\uc6a9\ud558\uc5ec \uacf5\ub3d9 \uc5f0\uad6c\ub97c \ud558\uba70, \ubcf4\ub2e4 \ub098\uc740 \uacb0\uacfc\ub97c \ub3c4\ucd9c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong> m\u00e9dicale potential:<\/strong> \uc9c8\ubcd1\uc758 \uc870\uae30 \ubc1c\uacac \ubc0f \uc9c4\ub2e8\uc758 \uc815\ud655\uc131\uc744 \ub192\uc5ec \ud658\uc790\uc758 \uc0dd\uba85\uc744 \uad6c\ud560 \uc218 \uc788\ub294 \uac00\ub2a5\uc131\uc744 \ub0b4\ud3ec\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>5. \uacb0\ub860<\/h2>\n<p>LUNA16 \ub370\uc774\ud130\uc14b\uc740 \ub525\ub7ec\ub2dd \ubc0f \uba38\uc2e0\ub7ec\ub2dd \uae30\uc220\uc774 \uc758\ub8cc \ubd84\uc57c\uc5d0 \ud601\uc2e0\uc801\uc73c\ub85c \uae30\uc5ec\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \ud3d0\uacb0\uc808\uc758 \uac80\ucd9c \ubc0f \ubd84\uc11d\uc744 \ud1b5\ud574 \uc758\ub8cc \uc601\uc0c1\uc758 \uc790\ub3d9\ud654\uc640 \uc815\ud655\ud55c \uc9c4\ub2e8\uc744 \uc704\ud55c \uae30\ucd08 \uc790\ub8cc\ub97c \uc81c\uacf5\ud568\uc73c\ub85c\uc368, \ubbf8\ub798\uc758 \uc758\ub8cc \uc2dc\uc2a4\ud15c\uc5d0 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce60 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub354\ubd88\uc5b4, \uc5f0\uad6c\uc790\ub4e4\uc740 \uc774 \ub370\uc774\ud130\uc14b\uc744 \ud65c\uc6a9\ud558\uc5ec \uadf8\ub4e4\uc758 \uc54c\uace0\ub9ac\uc998\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud558\uace0 \uac1c\uc120\ud568\uc73c\ub85c\uc368 \uc758\ub8cc \ubd84\uc57c\uc5d0\uc11c \uc911\uc694\ud55c \uae30\uc5ec\ub97c \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. LUNA16\uc758 \uad6c\uc131\uacfc \ud65c\uc6a9 \ubc29\ubc95\uc744 \uc774\ud574\ud568\uc73c\ub85c\uc368, \ucc28\uc138\ub300 \uc758\ub8cc \uae30\uc220\uc744 \uac1c\ubc1c\ud558\ub294 \ub370 \ud070 \uae30\uc5ec\ub97c \ud560 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\ub530\ub77c\uc11c LUNA16\uc740 \ub2e8\uc21c\ud55c \ub370\uc774\ud130\uc14b \uc774\uc0c1\uc758 \uc758\ubbf8\ub97c \uac00\uc9c4\ub2e4\uace0 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5f0\uad6c\uc790\ub4e4\uacfc \uac1c\ubc1c\uc790\ub4e4\uc740 \uc774 \ub370\uc774\ud130\uc14b\uc744 \ud1b5\ud574 \ubcf4\ub2e4 \ub098\uc740 \uacb0\uacfc\ub97c \ub3c4\ucd9c\ud558\uc5ec, \uad81\uadf9\uc801\uc73c\ub85c\ub294 \uc0dd\uba85\uacfc \uc608\ubc29\uc758\ud559\uc5d0 \uae30\uc5ec\ud560 \ubaa9\ud45c\ub97c \ub2ec\uc131\ud560 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<h2>6. \ucc38\uace0\uc790\ub8cc<\/h2>\n<p>\ub354 \ub9ce\uc740 \uc815\ubcf4\ub97c \uc5bb\uae30 \uc6d0\ud558\uc2e0\ub2e4\uba74 \uc544\ub798\uc758 \ucc38\uace0\uc790\ub8cc\ub97c \ud655\uc778\ud574 \ubcf4\uc2dc\uae30 \ubc14\ub78d\ub2c8\ub2e4:<\/p>\n<ul>\n<li><a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC6298566\/\">Article on Lung Nodule Classification<\/a><\/li>\n<li><a href=\"https:\/\/www.springer.com\/gp\/book\/9781493959224\">Deep Learning in Medical Image Analysis Book<\/a><\/li>\n<li><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1361841517301983\">Survey on Lung Nodule Detection Techniques<\/a><\/li>\n<\/ul>\n<p>\uc774 \ud3ec\uc2a4\ud2b8\ub97c \ud1b5\ud574 LUNA16 \ub370\uc774\ud130\uc14b\uc5d0 \ub300\ud55c \uc774\ud574\ub97c \ub192\uc774\uc2dc\uae30\ub97c \ubc14\ub78d\ub2c8\ub2e4. \uac10\uc0ac\ud569\ub2c8\ub2e4!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc758\ub8cc \ubd84\uc57c\uc5d0\uc11c\uc758 \ub370\uc774\ud130\ub294 \uc9c4\ub2e8, \uce58\ub8cc \ubc0f \uc5f0\uad6c \ub4f1 \uc5ec\ub7ec \uce21\uba74\uc5d0\uc11c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \ud2b9\ud788, \ub525\ub7ec\ub2dd\uacfc \uba38\uc2e0\ub7ec\ub2dd \uae30\uc220\uc774 \ubc1c\uc804\ud568\uc5d0 \ub530\ub77c \uc758\ub8cc \uc601\uc0c1 \ub370\uc774\ud130\uc14b\uc758 \uc911\uc694\uc131\uc774 \ub354\uc6b1 \ubd80\uac01\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \ud3ec\uc2a4\ud2b8\uc5d0\uc11c\ub294 LUNA16 \ud3d0 CT \uc2a4\uce94 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\uc14b\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc774 \ub370\uc774\ud130\uc14b\uc740 \ud3d0\uc554 \uac80\ucd9c\uc744 \uc704\ud55c \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ub85c, \ub2e4\uc591\ud55c \uc5f0\uad6c\uc640 \uac1c\ubc1c\uc5d0 \ud65c\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. 1. LUNA16 \ub370\uc774\ud130\uc14b \uac1c\uc694 LUNA16(File &hellip; <a href=\"https:\/\/atmokpo.com\/w\/39679\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;\uc758\ub8cc \ubc0f \ubc14\uc774\uc624 \ub370\uc774\ud130\uc14b, LUNA16  \ud3d0 CT \uc2a4\uce94 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\uc14b&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[199],"tags":[],"class_list":["post-39679","post","type-post","status-publish","format-standard","hentry","category-199"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\uc758\ub8cc \ubc0f \ubc14\uc774\uc624 \ub370\uc774\ud130\uc14b, LUNA16 \ud3d0 CT \uc2a4\uce94 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\uc14b - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/atmokpo.com\/w\/39679\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\uc758\ub8cc \ubc0f \ubc14\uc774\uc624 \ub370\uc774\ud130\uc14b, LUNA16 \ud3d0 CT \uc2a4\uce94 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\uc14b - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\uc758\ub8cc \ubd84\uc57c\uc5d0\uc11c\uc758 \ub370\uc774\ud130\ub294 \uc9c4\ub2e8, \uce58\ub8cc \ubc0f \uc5f0\uad6c \ub4f1 \uc5ec\ub7ec \uce21\uba74\uc5d0\uc11c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \ud2b9\ud788, \ub525\ub7ec\ub2dd\uacfc \uba38\uc2e0\ub7ec\ub2dd \uae30\uc220\uc774 \ubc1c\uc804\ud568\uc5d0 \ub530\ub77c \uc758\ub8cc \uc601\uc0c1 \ub370\uc774\ud130\uc14b\uc758 \uc911\uc694\uc131\uc774 \ub354\uc6b1 \ubd80\uac01\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \ud3ec\uc2a4\ud2b8\uc5d0\uc11c\ub294 LUNA16 \ud3d0 CT \uc2a4\uce94 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\uc14b\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc774 \ub370\uc774\ud130\uc14b\uc740 \ud3d0\uc554 \uac80\ucd9c\uc744 \uc704\ud55c \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ub85c, \ub2e4\uc591\ud55c \uc5f0\uad6c\uc640 \uac1c\ubc1c\uc5d0 \ud65c\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. 1. 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