{"id":23760,"date":"2025-11-24T13:47:03","date_gmt":"2025-11-24T04:47:03","guid":{"rendered":"https:\/\/about.fb.com\/ko\/?p=23760"},"modified":"2025-11-24T13:51:37","modified_gmt":"2025-11-24T04:51:37","slug":"seoul-national-university-hospital-builds-on-metas-segment-anything-model-democratizing-ai-advancements-in-medical-imaging","status":"publish","type":"post","link":"https:\/\/about.fb.com\/ko\/news\/2025\/11\/seoul-national-university-hospital-builds-on-metas-segment-anything-model-democratizing-ai-advancements-in-medical-imaging\/","title":{"rendered":"\uc11c\uc6b8\ub300\ud559\uad50\ubcd1\uc6d0, Meta Segment Anything Model \ud1b5\ud574 \uc758\ub8cc\uc601\uc0c1 \ubd84\uc57c AI \ud601\uc2e0 \uac00\uc18d\ud654"},"content":{"rendered":"

\uc758\ub8cc\uc601\uc0c1\uc740 \ud604\ub300 \uc758\ub8cc\uc758 \ud575\uc2ec \uc694\uc18c\uc785\ub2c8\ub2e4. X-ray, CT, MRI, \ucd08\uc74c\ud30c \ub4f1 \ub2e4\uc591\ud55c \uae30\uc220\uc740 \uc778\uccb4 \ub0b4\ubd80\ub97c \ube44\uce68\uc2b5\uc801\uc73c\ub85c \ud655\uc778\ud558\uace0 \uc0dd\uba85\uc744 \uad6c\ud558\ub294 \uc9c4\ub2e8\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc601\uc0c1\uc740 \uc9c8\ubcd1\uc744 \ubc1c\uacac\ud558\uace0, \uce58\ub8cc \uacc4\ud68d\uc744 \uc138\uc6b0\uba70, \ud658\uc790\uc758 \uacbd\uacfc\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\ub294 \ub370 \uae30\ubc18\uc774 \ub429\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc758\ub8cc\uc601\uc0c1\uc744 \ud574\uc11d\ud558\ub294 \uc791\uc5c5\uc740 \ub192\uc740 \uc804\ubb38\uc131\uacfc \uc815\ubc00\ud568\uc774 \uc694\uad6c\ub418\uba70, \ubcf5\uc7a1\ud558\uace0 \uc2dc\uac04 \uc18c\uc694\uc801\uc785\ub2c8\ub2e4. \uc758\ub8cc \ub370\uc774\ud130\uc758 \uc591\uacfc \ubcf5\uc7a1\uc131\uc774 \uc810\uc810 \uc99d\uac00\ud568\uc5d0 \ub530\ub77c \uc784\uc0c1\uc758\uac00 \uc774\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \ucc98\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud558\ub294 \uace0\ub3c4\ud654\ub41c \ub3c4\uad6c\uac00 \ud544\uc694\ud574\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span>\uc778\uacf5\uc9c0\ub2a5(AI)\uc740 \uc774 \ubd84\uc57c\uc5d0\uc11c \uc911\uc694\ud55c \uc804\ud658\uc810\uc744 \ub9cc\ub4e4\uace0 \uc788\uc2b5\ub2c8\ub2e4. AI\ub294 \uc601\uc0c1 \ubd84\uc11d\uc744 \uc790\ub3d9\ud654\ud558\uace0 \uace0\ub3c4\ud654\ud568\uc73c\ub85c\uc368 \uc9c4\ub2e8 \uc624\ub958\ub97c \uc904\uc774\uace0, \uc5c5\ubb34 \ud750\ub984\uc744 \uac00\uc18d\ud654\ud558\uba70, \uc758\ub8cc \uc790\uc6d0\uc774 \uc81c\ud55c\ub41c \ud658\uacbd\uc5d0\uc11c\ub3c4 \ub192\uc740 \uc218\uc900\uc758 \uc9c4\ub8cc\ub97c \uc81c\uacf5\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4. \ub9ce\uc740 AI \ubaa8\ub378\uc774 \uc815\ud655\uc131\uc744 \uc81c\uacf5\ud558\uc9c0\ub9cc, Meta\uc758 Segment Anything Model(SAM)\uacfc \uc774\ub97c \uc758\ub8cc \ud658\uacbd\uc5d0 \ub9de\uac8c \uc801\uc6a9\ud55c SwiftMedSAM\uacfc \uac19\uc740 \uc624\ud508\uc18c\uc2a4 \uae30\ubc18 \uc194\ub8e8\uc158\uc740 \uc720\uc5f0\uc131, \ud655\uc7a5\uc131, \uc801\uc751\uc131 \uce21\uba74\uc5d0\uc11c \ud604\uc800\ud788 \ub3cb\ubcf4\uc785\ub2c8\ub2e4. \ub3c5\uc810\ud615 \ubaa8\ub378\uacfc \ub2ec\ub9ac \uc624\ud508\uc18c\uc2a4 AI\ub294 \uc5f0\uad6c\uc790\uc640 \uc784\uc0c1\uc758\uac00 \uac01\uc790\uc758 \ud658\uacbd\uacfc \uc694\uad6c\uc5d0 \ub9de\ub3c4\ub85d \uc194\ub8e8\uc158\uc744 \ucee4\uc2a4\ud130\ub9c8\uc774\uc9d5, \uac1c\uc120, \ubc30\ud3ec\ud560 \uc218 \uc788\uc5b4 \ud601\uc2e0\uc744 \uac00\uc18d\ud654\ud558\uace0 \ucca8\ub2e8 \uae30\uc220\uc5d0 \ub300\ud55c \uc811\uadfc\uc131\uc744 \ud655\ub300\ud569\ub2c8\ub2e4.<\/span><\/p>\n

\uc11c\uc6b8\ub300\ud559\uad50\ubcd1\uc6d0 \uc735\ud569\uc758\ud559\uae30\uc220\uc6d0 \uc758\ub8cc\uc601\uc0c1\uc815\ubcf4\ud559\uc5f0\uad6c\uc2e4(MediSC)<\/b><\/p>\n

\uc11c\uc6b8\ub300\ud559\uad50\ubcd1\uc6d0 \uc735\ud569\uc758\ud559\uae30\uc220\uc6d0\uc758 \uc758\ub8cc\uc601\uc0c1\uc815\ubcf4\ud559\uc5f0\uad6c\uc2e4(Medical Spatial Computing Laboratory, MediSC)\uc740 \uacf5\ud604\uc911 \uad50\uc218\uc758 \ub9ac\ub4dc \uc544\ub798 \uc758\ub8cc \uc5f0\uad6c \ubc0f \uc784\uc0c1 \ubd84\uc57c\uc5d0\uc11c \uae00\ub85c\ubc8c \uc120\ub3c4 \uae30\uad00\uc73c\ub85c \ud3c9\uac00\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. MediSC\ub294 \ucca8\ub2e8 \uae30\uc220\uc744 \uc758\ub8cc \ud658\uacbd\uc5d0 \ud1b5\ud569\ud558\ub824\ub294 \uc5f0\uad6c\ub97c \uc9c0\uc18d\ud574 \uc654\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 AI \uae30\ubc18 \uc758\ub8cc\uc601\uc0c1 \ubd84\uc57c\uc5d0\uc11c\ub3c4 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \uc218\ud589\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n

MediSC \ud300\uc758 \ud575\uc2ec \uc5f0\uad6c \ubd84\uc57c\ub294 \uc758\ub8cc \uacf5\uac04 \ucef4\ud4e8\ud305\uc73c\ub85c, \ud655\uc7a5\ud604\uc2e4(XR), \uba54\ud0c0\ubc84\uc2a4 \uae30\uc220, AI \ubc0f \uc601\uc0c1 \uc815\ubcf4\ud559\uc744 \uc758\ub8cc\uc601\uc0c1\uacfc \uacb0\ud569\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\uc740 \uc758\ud559 \uad50\uc721 \ubc0f \ud6c8\ub828, \uc9c4\ub2e8 \ubc0f \uc2dc\uc220 \uc804 \uacc4\ud68d, \uc2dc\uc220 \uc911 \ud65c\uc6a9, \ud658\uc790 \ubaa8\ub2c8\ud130\ub9c1, \ub514\uc9c0\ud138 \uce58\ub8cc\uc81c \ub4f1 \ub2e4\uc591\ud55c \uc758\ub8cc \uc751\uc6a9 \ubd84\uc57c\uc5d0\uc11c \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc11c\uc6b8\ub300\ubcd1\uc6d0 \uc5f0\uad6c\uc9c4\uc740 \ud559\uc220\uc801 \ud601\uc2e0\uc744 \uc2e4\uc81c \uc784\uc0c1 \ud6a8\uacfc\ub85c \uc774\uc5b4\uc9c0\uac8c \ud558\uae30 \uc704\ud574 \uc9c0\uc18d\uc801\uc73c\ub85c \ub178\ub825\ud574 \uc654\uc73c\uba70, \uc774\ub7ec\ud55c \uc5f0\uad6c \ubc29\ud5a5\uc740 SwiftMedSAM\uacfc \uac19\uc740 \uace0\ub3c4\ud654\ub41c AI \uc194\ub8e8\uc158\uc744 \uc2dc\ud5d8 \uc801\uc6a9\ud558\ub294 \ub370 \ucd5c\uc801\uc758 \ud30c\ud2b8\ub108\ub85c \uc790\ub9ac\ub9e4\uae40\ud558\uac8c \ud588\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n

\uae30\ubc18 \uae30\uc220: Meta Segment Anything Model (SAM)<\/b><\/h4>\n

SAM\uc740 \ucd5c\uc18c\ud55c\uc758 \uc785\ub825\ub9cc\uc73c\ub85c \uc774\ubbf8\uc9c0 \ub0b4 \uc5b4\ub5a4 \uac1d\uccb4\ub4e0 \uc2dd\ubcc4\ud558\uace0 \uc724\uacfd\uc744 \uc9c0\uc815\ud560 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ub41c \uc624\ud508\uc18c\uc2a4\uc758 \ucef4\ud4e8\ud130 \ube44\uc804 \ubaa8\ub378\uc785\ub2c8\ub2e4. \ub9d0\uadf8\ub300\ub85c \u201c\ubaa8\ub4e0 \uac78 \ubd84\ud560\ud558\ub294(Segment Anything)\u201d \ubaa8\ub378\uc774\uc8e0. \ub192\uc740 \ubc94\uc6a9\uc131\uacfc \uc815\ud655\ub3c4\ub97c \ubc14\ud0d5\uc73c\ub85c \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ud65c\uc6a9\ub418\uace0 \uc788\uc73c\uba70, \ud2b9\ud788 \ud574\ubd80\ud559\uc801 \uad6c\uc870\uc758 \uc815\ubc00\ud55c \ubd84\ud560\uc774 \uc9c4\ub2e8\uacfc \uce58\ub8cc \uacc4\ud68d\uc5d0 \ub9e4\uc6b0 \uc911\uc694\ud55c \uc758\ub8cc \ubd84\uc57c\uc5d0\uc11c \uae30\ubcf8\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n

SwiftMedSAM<\/b><\/p>\n

SAM\uc758 \uc131\ub2a5\uc744 \uc758\ub8cc\uc601\uc0c1 \ubd84\uc57c\uc5d0 \uc801\uc6a9\ud558\uae30 \uc704\ud574 MedSAM\uc740 110\ub9cc \uac1c \uc774\uc0c1\uc758 \uc758\ub8cc \uc774\ubbf8\uc9c0-\ub9c8\uc2a4\ud06c \uc30d(medical image-mask pairs)\uc744 \uae30\ubc18\uc73c\ub85c \ud559\uc2b5\ub418\uc5b4 \ud6a8\uc728\uc131\uc744 \ud5a5\uc0c1\uc2dc\ucf30\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 LiteMedSAM\uc774\ub77c\ub294 \uc801\uc751\ud615 \ubaa8\ub378\uc774 \uac1c\ubc1c\ub418\uc5c8\uc2b5\ub2c8\ub2e4. MediSC \ud300\uc740 LiteMedSAM\uc744 \uae30\ubc18\uc73c\ub85c, \ub9e4\uc6b0 \uc81c\ud55c\ub41c \ud658\uacbd\uc5d0\uc11c\ub3c4 \ud65c\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ub41c \ucd08\uacbd\ub7c9 \ud504\ub86c\ud504\ud2b8 \uae30\ubc18 \ubc94\uc6a9 \uc758\ub8cc\uc601\uc0c1 \ubd84\ud560 \ubaa8\ub378\uc778 SwiftMedSAM\uc744 \uac1c\ubc1c\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n

SwiftMedSAM\uc740 LiteMedSAM\uc758 \uc774\ubbf8\uc9c0 \uc778\ucf54\ub354\uc640 \ub9c8\uc2a4\ud06c \ub514\ucf54\ub354\uc5d0 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \ucd5c\uc801\ud654\ub97c \uc801\uc6a9\ud558\uc5ec \ubaa8\ub378 \ud06c\uae30\uc640 \uc5f0\uc0b0 \ubcf5\uc7a1\ub3c4\ub97c \uc904\uc600\uc2b5\ub2c8\ub2e4. \uadf8 \uacb0\uacfc, SwiftMedSAM\uc740 590\ub9cc \uac1c\uc758 \ud30c\ub77c\ubbf8\ud130\ub97c \uac16\uac8c \ub418\uc5c8\uc73c\uba70, \uc774\ub294 LiteMedSAM \ub300\ube44 40% \uac10\uc18c\ud55c \uc218\uce58\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud30c\ub77c\ubbf8\ud130 \uac10\uc18c\ub294 \ub354 \ube60\ub978 \ubaa8\ub378 \uc131\ub2a5\uacfc \ub0ae\uc740 \ub9ac\uc18c\uc2a4 \uc0ac\uc6a9, \ubcf4\ub2e4 \uc6a9\uc774\ud55c \ubc30\ud3ec, \uadf8\ub9ac\uace0 \ube44\uc6a9 \uc808\uac10\uc758 \ud6a8\uacfc\ub97c \ub0b3\uc2b5\ub2c8\ub2e4.
\n<\/span><\/p>\n

\"\"
\uadf8\ub9bc1. \uacf5\ud604\uc911 \uc678, \u201cSwiftMedSAM: An Ultra-lightweight Prompt-Based Universal Medical Image Segmentation Model for Highly Constrained Environments,\u201d MedSAM on Laptop 2024, LNCS 15458, Springer Nature Switzerland AG, 2025\uc5d0\uc11c \uc7ac\uc778\uc6a9\ud55c \uc774\ubbf8\uc9c0<\/figcaption><\/figure>\n

SwiftMedSAM\uc758 \uc758\uc758<\/b><\/p>\n

    \n
  1. \uc790\uc6d0\uc774 \uc81c\ud55c\ub41c \ud658\uacbd\uc5d0\uc11c\uc758 \ud65c\uc6a9<\/b>: SwiftMedSAM\uc758 \ud070 \uac15\uc810 \uc911 \ud558\ub098\ub294 \ub0ae\uc740 \uc5f0\uc0b0 \ube44\uc6a9\uc73c\ub85c\ub3c4 \uace0\ud488\uc9c8 \ubd84\ud560\uc744 \uad6c\ud604\ud560 \uc218 \uc788\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \uc774\ub294 \uace0\uc131\ub2a5 \uc7a5\ube44 \uc811\uadfc\uc774 \uc5b4\ub824\uc6b4 \ub18d\ucd0c \uc758\ub8cc\uc2dc\uc124\uc774\ub098 \uac1c\ubc1c\ub3c4\uc0c1\uad6d \ub4f1 \uc790\uc6d0\uc774 \uc81c\ud55c\ub41c \ud658\uacbd\uc5d0\uc11c \ud2b9\ud788 \uc911\uc694\ud569\ub2c8\ub2e4. \uc5f0\uad6c\uc9c4\uc740 \ud6a8\uc728\uc131\uc744 \uc704\ud574 \ubaa8\ub378\uc744 \ucd5c\uc801\ud654\ud568\uc73c\ub85c\uc368, \ub178\ud2b8\ubd81\uc774\ub098 \uc5e3\uc9c0 \ub514\ubc14\uc774\uc2a4\ub9cc \ubcf4\uc720\ud55c \uc758\ub8cc\uae30\uad00\uc5d0\uc11c\ub3c4 \uace0\ub3c4\ud654\ub41c AI\ub97c \ud65c\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \uc811\uadfc\uc131\uc744 \ud655\ub300\ud588\uc2b5\ub2c8\ub2e4. \ub610\ud55c \ud1b5\uc81c\ub41c \uc5f0\uad6c \ud658\uacbd\uc5d0\uc11c\ub294 \uc798 \uc791\ub3d9\ud558\uc9c0\ub9cc \uc2e4\uc81c \uc784\uc0c1\uc5d0\uc11c\ub294 \uc131\ub2a5\uc774 \ub5a8\uc5b4\uc9c0\ub294 \uae30\uc874 AI \ubaa8\ub378\ub4e4\uacfc \ub2ec\ub9ac, SwiftMedSAM\uc740 \uc77c\uc0c1\uc801\uc778 \uc758\ub8cc \ud658\uacbd\uc5d0\uc11c\ub3c4 \uc548\uc815\uc801\uc774\uace0 \uc2e0\ub8b0\uc131 \uc788\uac8c \uc791\ub3d9\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n
  2. \uc624\ud508\uc18c\uc2a4 \ubc0f \ucee4\uc2a4\ud130\ub9c8\uc774\uc9d5 \uac00\ub2a5\uc131<\/b>: Meta\uc758 \uc624\ud508\uc18c\uc2a4 \uc811\uadfc \ubc29\uc2dd\uc744 \uae30\ubc18\uc73c\ub85c MediSC \ud300\uc740 \ubaa8\ub378\uc744 \uc790\uccb4 \uc694\uad6c\uc5d0 \ub9de\uac8c \uc870\uc815\ud558\uace0 \ud30c\uc778\ud29c\ub2dd\ud560 \uc218 \uc788\uc5c8\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \ud22c\uba85\uc131\uacfc \ud1b5\uc81c\ub825\uc744 \ud655\ubcf4\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc9c0\uc5ed\ubcc4 \uc694\uad6c\uc5d0 \ub9de\ucdb0 \uc870\uc815\ub418\uae30 \uc5b4\ub835\uace0 \ub0b4\ubd80 \uad6c\uc870\uac00 \ub4dc\ub7ec\ub098\uc9c0 \uc54a\ub294 \u2018\ube14\ub799\ubc15\uc2a4\u2019 \ud615\ud0dc\uc758 \ub3c5\uc810\ud615 AI \uc194\ub8e8\uc158\uacfc \ub300\ube44\ub429\ub2c8\ub2e4. \ub610\ud55c SwiftMedSAM\uc740 \ud22c\uba85\ud558\uace0 \uc870\uc815 \uac00\ub2a5\ud55c \ud615\ud0dc\ub85c \uc81c\uacf5\ub418\uae30 \ub54c\ubb38\uc5d0, \ud604\uc7a5\uc758 \uc5f0\uad6c\uc790\uc640 \uac1c\ubc1c\uc790\ub4e4\uc774 \uc9c1\uc811 \ubaa8\ub378\uc744 \uac1c\uc120 \ubc0f \ubc1c\uc804\uc2dc\ud0ac \uc218 \uc788\uc5b4 \uc9c0\uc18d\uc801\uc778 \ud601\uc2e0\uacfc \ud611\uc5c5 \ubb38\ud654\ub97c \ucd09\uc9c4\ud569\ub2c8\ub2e4.<\/li>\n
  3. \uc815\ubc00 \uc758\ub8cc \ubc0f \uc6d0\uaca9 \uc758\ub8cc \ubc1c\uc804\uc5d0 \uae30\uc5ec<\/b>: SwiftMedSAM\uc758 \uc815\ud655\uc131\uacfc \ud6a8\uc728\uc131\uc740 \u2018\uc801\uc2dc\uc5d0, \uc801\uc808\ud55c \uce58\ub8cc\ub97c, \uc801\ud569\ud55c \ud658\uc790\uc5d0\uac8c \uc81c\uacf5\ud55c\ub2e4\u2019\ub294 \uc815\ubc00 \uc758\ub8cc\uc758 \ud575\uc2ec \ubaa9\ud45c\ub97c \ub4b7\ubc1b\uce68\ud558\uba70, \uc758\ub8cc \uc601\uc0c1\uc758 \uc6d0\uaca9 \ubd84\uc11d \uc218\uc694\uac00 \ucee4\uc9c0\uace0 \uc788\ub294 \uc6d0\uaca9 \uc758\ub8cc \ud658\uacbd\uc5d0\uc11c\ub3c4 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. SwiftMedSAM\uc740 PET, CT \ubc0f MRI \uc601\uc0c1\uc758 \ubd84\ud560 \uc815\ud655\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\uba70, \ud2b9\ud788 PET\uc5d0\uc11c \uac00\uc7a5 \ud070 \uac1c\uc120\uc744 \ubcf4\uc600\uc2b5\ub2c8\ub2e4. \ub2e4\uc774\uc2a4 \uc720\uc0ac\ub3c4 \uacc4\uc218(Dice Similarity Coefficient, DSC)\ub294 AI\uac00 \uc608\uce21\ud55c \ubd84\ud560 \uacb0\uacfc\uc640 \uc804\ubb38\uac00\uac00 \ub77c\ubca8\ub9c1\ud55c \ubd84\ud560 \uacb0\uacfc\uac00 \uc5bc\ub9c8\ub098 \uacb9\uce58\ub294\uc9c0\ub97c \uce21\uc815\ud558\ub294 \uc9c0\ud45c\ub85c, 0\uc740 \ubd88\uc77c\uce58, 1\uc740 \uc644\uc804 \uc77c\uce58\ub97c \uc758\ubbf8\ud569\ub2c8\ub2e4. PET\uc758 DSC\ub294 55.10%\uc5d0\uc11c 68.87%\ub85c \uc0c1\uc2b9\ud574 PET \ubd84\ud560 \uc815\ud655\ub3c4\uac00 \ud06c\uac8c \ud5a5\uc0c1\ub41c \uac83\uc73c\ub85c \ub098\ud0c0\ub0ac\uc2b5\ub2c8\ub2e4.<\/li>\n
  4. \uba40\ud2f0 \ubaa8\ub2ec\ub9ac\ud2f0(Multi-Modality) \uc758\ub8cc \uc601\uc0c1 \uc9c0\uc6d0<\/b>: SwiftMedSAM\uc740 CT, MRI, PET, X-ray, \ucd08\uc74c\ud30c, \uc720\ubc29\ucd2c\uc601\uc220, OCT, \ub0b4\uc2dc\uacbd, \uc548\uc800(fundus), \ud53c\ubd80\ud655\ub300\uacbd(dermoscopy), \ud604\ubbf8\uacbd \uc774\ubbf8\uc9c0\uae4c\uc9c0 \ucd1d 11\uac00\uc9c0 \uc758\ub8cc \uc601\uc0c1 \ubaa8\ub2ec\ub9ac\ud2f0\uc5d0\uc11c \ubd84\ud560 \uc791\uc5c5\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc544\ub798 \uc774\ubbf8\uc9c0\ub294 \ucd08\uc74c\ud30c \uc601\uc0c1\uc758 \uc2e0\uc7a5 \ubd84\ud560(a), CT\uc5d0\uc11c\uc758 \ud3d0 \uc885\uc591 \uc601\uc5ed \ubd84\ud560(b), \uadf8\ub9ac\uace0 \ub300\ube44\uac00 \ub0ae\uace0 \uacbd\uacc4\uac00 \ubd88\uba85\ud655\ud55c \uae4c\ub2e4\ub85c\uc6b4 X-ray \uc601\uc0c1(c, d) \ub4f1 \ub2e4\uc591\ud55c \uc601\uc0c1 \ubaa8\ub2ec\ub9ac\ud2f0\uc5d0\uc11c\uc758 \ubd84\ud560 \uc131\ub2a5\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/li>\n<\/ol>\n
    \"\"
    \uadf8\ub9bc2. \uacf5\ud604\uc911 \uc678, \u201cSwiftMedSAM: An Ultra-lightweight Prompt-Based Universal Medical Image Segmentation Model for Highly Constrained Environments,\u201d MedSAM on Laptop 2024, LNCS 15458, Springer Nature Switzerland AG, 2025\uc5d0\uc11c \uc7ac\uc778\uc6a9\ud55c \uc774\ubbf8\uc9c0<\/figcaption><\/figure>\n

    \uc2e4\uc81c \uc784\uc0c1 \uc801\uc6a9<\/b><\/p>\n

    \"\"
    \n\uc11c\uc6b8\ub300\ud559\uad50\ubcd1\uc6d0\uc5d0\uc11c\ub294 SwiftMedSAM\uc744 \uc774\ubbf8 \uc218\uc220 \uc804, \uc218\uc220 \uc911, \uc218\uc220 \ud6c4 \uc804 \uacfc\uc815\uc5d0 \uac78\uccd0 \ud65c\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2e4\uc81c \uc784\uc0c1 \ud65c\uc6a9 \uc0ac\ub840\ub294 \ubaa8\ub378\uc758 \ud3ed\ub113\uc740 \ubc94\uc6a9\uc131\uacfc \ud658\uc790 \uad00\ub9ac\uc758 \ubaa8\ub4e0 \ub2e8\uacc4\uc5d0\uc11c \uc758\ub8cc\uc9c4\uc744 \uc9c0\uc6d0\ud560 \uc218 \uc788\ub294 \uc5ed\ub7c9\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n

    \uacb0\uc815\uc801\uc73c\ub85c, SwiftMedSAM\uc758 \uac1c\ubc1c\uacfc \uc11c\uc6b8\ub300\ud559\uad50\ubcd1\uc6d0 \ub0b4 \ub3c4\uc785\uc740 \uc774\uaddc\uc5b8 \uad50\uc218\uc640\uc758 \uc784\uc0c1 \ud30c\ud2b8\ub108\uc2ed\uc744 \ud1b5\ud574 \ub354\uc6b1 \uac15\ud654\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uaddc\uc5b8 \uad50\uc218\ub294 <\/span><SwiftMedSAM: An Ultra-lightweight Prompt-Based Universal Medical Image Segmentation Model for Highly Constrained Environments><\/span><\/i>\uc758 \uacf5\ub3d9 \uc800\uc790\ub85c\ub3c4 \ucc38\uc5ec\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud611\uc5c5\uc740 \ubaa8\ub378\uc774 \uc2e4\uc81c \uc784\uc0c1 \ud604\uc7a5\uc758 \uc694\uad6c\uc640 \uc0c1\ud669\uc5d0 \uae34\ubc00\ud788 \ubd80\ud569\ud558\ub3c4\ub85d \ud574\uc8fc\uba70, \uae30\uc220\uc801 \ud601\uc2e0\uacfc \ud658\uc790 \uc9c4\ub8cc \uc0ac\uc774\uc758 \uac04\uadf9\uc744 \uc904\uc774\ub294 \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n

    \ubbf8\ub798 \uc804\ub9dd: \uc758\ub8cc\uc601\uc0c1 \ubd84\uc57c\uc5d0\uc11c\uc758 AI \ud601\uc2e0<\/b><\/p>\n

    \uc11c\uc6b8\ub300\ubcd1\uc6d0\uc5d0\uc11c SwiftMedSAM\uc774 \ubcf4\uc5ec\uc900 \uc131\uacfc\ub294 \uc2dc\uc791\uc810\uc5d0 \ubd88\uacfc\ud569\ub2c8\ub2e4. Meta\uc758 Segment Anything\uacfc \uac19\uc740 \uc624\ud508\uc18c\uc2a4 AI \ubaa8\ub378\uc774 \uc9c0\uc18d\uc801\uc73c\ub85c \ubc1c\uc804\ud568\uc5d0 \ub530\ub77c, \uc758\ub8cc\uc601\uc0c1 \ubd84\uc57c\uc5d0\uc11c\ub294 \ub354 \ud070 \uc9c4\uc804\uc774 \uc774\uc5b4\uc9c8 \uac83\uc73c\ub85c \uae30\ub300\ub429\ub2c8\ub2e4.<\/span><\/p>\n

      \n
    • \uba40\ud2f0\ubaa8\ub2ec \ub370\uc774\ud130 \ud1b5\ud569<\/b>: \ud5a5\ud6c4 \ubaa8\ub378\ub4e4\uc740 \uc758\ub8cc\uc601\uc0c1\ubfd0 \uc544\ub2c8\ub77c \uc804\uc790\uc758\ubb34\uae30\ub85d, \uc720\uc804\uccb4 \uc815\ubcf4 \ub4f1 \ub2e4\uc591\ud55c \ub370\uc774\ud130\ub97c \ud568\uaed8 \ubd84\uc11d\ud574, \ud658\uc790\ub97c \ubcf4\ub2e4 \uc885\ud569\uc801\uc73c\ub85c \uc774\ud574\ud560 \uc218 \uc788\ub294 \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud558\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4.<\/span><\/li>\n
    • \uc2e4\uc2dc\uac04 \uc628\ub514\ubc14\uc774\uc2a4 \ubd84\uc11d<\/b>: \ud6a8\uc728\uc131\uc774 \ub354\uc6b1 \uac1c\uc120\ub41c\ub2e4\uba74 \ud734\ub300\uc6a9 \uae30\uae30\uc5d0\uc11c\ub3c4 \uc2e4\uc2dc\uac04 \ubd84\uc11d\uc774 \uac00\ub2a5\ud574\uc838, \uace0\ub3c4\ud654\ub41c \uc9c4\ub2e8 \uae30\uc220\uc744 \ud658\uc790 \uc9c4\ub8cc \ud604\uc7a5\uc5d0\uc11c \ubc14\ub85c \uc81c\uacf5\ud560 \uc218 \uc788\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4.<\/span><\/li>\n
    • \uae00\ub85c\ubc8c \uacf5\ub3d9 \uc5f0\uad6c<\/b>: \uc624\ud508\uc18c\uc2a4 \ubaa8\ub378\uc740 \uc804 \uc138\uacc4 \uc5f0\uad6c\uc790\ub4e4\uc758 \uc9c4\uc785 \uc7a5\ubcbd\uc744 \ub0ae\ucdb0 \ud601\uc2e0 \uc18d\ub3c4\ub97c \ub192\uc774\uace0, AI \ubc1c\uc804\uc758 \ud61c\ud0dd\uc774 \ud48d\ubd80\ud55c \uc790\uc6d0\uc744 \uac00\uc9c4 \uc18c\uc218\ub9cc \uc544\ub2c8\ub77c \ubaa8\ub4e0 \ucee4\ubba4\ub2c8\ud2f0\uc5d0 \uace0\ub974\uac8c \ub3cc\uc544\uac00\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n

      SwiftMedSAM\uc740 \uc758\ub8cc \ubd84\uc57c\uc5d0\uc11c \uac1c\ubc29\uc801\uc774\uace0 \uc801\uc751 \uac00\ub2a5\ud55c AI \ubaa8\ub378\uc774 \uc9c0\ub2cc \ubcc0\ud601\uc801 \uc7a0\uc7ac\ub825\uc744 \uc798 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. Segment Anything\uc744 \uae30\ubc18\uc73c\ub85c \uad6c\ucd95\ub41c \uc774 \ub3c4\uad6c\ub294 \uc758\ub8cc\uc601\uc0c1 \ubd84\ud560 \uae30\uc220\uc758 \uc218\uc900\uc744 \ud55c \ub2e8\uacc4 \ub04c\uc5b4\uc62c\ub838\uc744 \ubfd0 \uc544\ub2c8\ub77c, \uc804 \uc138\uacc4 \uc784\uc0c1\uc758\uac00 \uace0\ud488\uc9c8 AI\uc5d0 \ub354 \uc27d\uac8c \uc811\uadfc\ud560 \uc218 \uc788\ub3c4\ub85d \ud65c\uc6a9 \uae30\ubc18\uc744 \ub113\ud614\uc2b5\ub2c8\ub2e4. \uc55e\uc73c\ub85c \uae30\uc220 \uae30\uc5c5, \uc758\ub8cc \uae30\uad00, \uadf8\ub9ac\uace0 \uc624\ud508\uc18c\uc2a4 \ucee4\ubba4\ub2c8\ud2f0 \uac04\uc758 \uc9c0\uc18d\uc801\uc778 \ud611\uc5c5\uc740 \ud658\uc790 \uce58\ub8cc\uc640 \uc758\ub8cc \uc5f0\uad6c\uc758 \uc0c8\ub85c\uc6b4 \uac00\ub2a5\uc131\uc744 \uc5f4\uc5b4\uac08 \uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"\uc758\ub8cc\uc601\uc0c1\uc740 \ud604\ub300 \uc758\ub8cc\uc758 \ud575\uc2ec \uc694\uc18c\uc785\ub2c8\ub2e4. X-ray, CT, MRI, \ucd08\uc74c\ud30c \ub4f1 \ub2e4\uc591\ud55c \uae30\uc220\uc740 \uc778\uccb4 \ub0b4\ubd80\ub97c \ube44\uce68\uc2b5\uc801\uc73c\ub85c \ud655\uc778\ud558\uace0 \uc0dd\uba85\uc744 \uad6c\ud558\ub294 \uc9c4\ub2e8\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc601\uc0c1\uc740 \uc9c8\ubcd1\uc744 \ubc1c\uacac\ud558\uace0, \uce58\ub8cc \uacc4\ud68d\uc744 \uc138\uc6b0\uba70, \ud658\uc790\uc758 \uacbd\uacfc\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\ub294 \ub370 \uae30\ubc18\uc774 \ub429\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc758\ub8cc\uc601\uc0c1\uc744 \ud574\uc11d\ud558\ub294 \uc791\uc5c5\uc740 \ub192\uc740 \uc804\ubb38\uc131\uacfc \uc815\ubc00\ud568\uc774 \uc694\uad6c\ub418\uba70, \ubcf5\uc7a1\ud558\uace0 \uc2dc\uac04 \uc18c\uc694\uc801\uc785\ub2c8\ub2e4. \uc758\ub8cc \ub370\uc774\ud130\uc758 \uc591\uacfc \ubcf5\uc7a1\uc131\uc774 \uc810\uc810 \uc99d\uac00\ud568\uc5d0 \ub530\ub77c \uc784\uc0c1\uc758\uac00 \uc774\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \ucc98\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud558\ub294 \uace0\ub3c4\ud654\ub41c \ub3c4\uad6c\uac00 \ud544\uc694\ud574\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4.\uc778\uacf5\uc9c0\ub2a5(AI)\uc740 \uc774 \ubd84\uc57c\uc5d0\uc11c \uc911\uc694\ud55c \uc804\ud658\uc810\uc744 \ub9cc\ub4e4\uace0 \uc788\uc2b5\ub2c8\ub2e4. AI\ub294 \uc601\uc0c1 \ubd84\uc11d\uc744 \uc790\ub3d9\ud654\ud558\uace0 \uace0\ub3c4\ud654\ud568\uc73c\ub85c\uc368 \uc9c4\ub2e8 \uc624\ub958\ub97c \uc904\uc774\uace0, \uc5c5\ubb34 \ud750\ub984\uc744 \uac00\uc18d\ud654\ud558\uba70, \uc758\ub8cc \uc790\uc6d0\uc774 \uc81c\ud55c\ub41c \ud658\uacbd\uc5d0\uc11c\ub3c4 \ub192\uc740 \uc218\uc900\uc758 \uc9c4\ub8cc\ub97c \uc81c\uacf5\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4. \ub9ce\uc740 AI \ubaa8\ub378\uc774 \uc815\ud655\uc131\uc744 \uc81c\uacf5\ud558\uc9c0\ub9cc, Meta\uc758 Segment Anything Model(SAM)\uacfc \uc774\ub97c \uc758\ub8cc \ud658\uacbd\uc5d0 \ub9de\uac8c \uc801\uc6a9\ud55c SwiftMedSAM\uacfc \uac19\uc740 \uc624\ud508\uc18c\uc2a4 \uae30\ubc18 \uc194\ub8e8\uc158\uc740 \uc720\uc5f0\uc131, \ud655\uc7a5\uc131, \uc801\uc751\uc131 \uce21\uba74\uc5d0\uc11c \ud604\uc800\ud788 \ub3cb\ubcf4\uc785\ub2c8\ub2e4. \ub3c5\uc810\ud615 \ubaa8\ub378\uacfc \ub2ec\ub9ac \uc624\ud508\uc18c\uc2a4 AI\ub294 \uc5f0\uad6c\uc790\uc640 \uc784\uc0c1\uc758\uac00 \uac01\uc790\uc758 \ud658\uacbd\uacfc \uc694\uad6c\uc5d0 \ub9de\ub3c4\ub85d \uc194\ub8e8\uc158\uc744 \ucee4\uc2a4\ud130\ub9c8\uc774\uc9d5, \uac1c\uc120, \ubc30\ud3ec\ud560 \uc218 \uc788\uc5b4 \ud601\uc2e0\uc744 \uac00\uc18d\ud654\ud558\uace0 \ucca8\ub2e8 \uae30\uc220\uc5d0 \ub300\ud55c \uc811\uadfc\uc131\uc744 \ud655\ub300\ud569\ub2c8\ub2e4. \uc11c\uc6b8\ub300\ud559\uad50\ubcd1\uc6d0 \uc735\ud569\uc758\ud559\uae30\uc220\uc6d0 \uc758\ub8cc\uc601\uc0c1\uc815\ubcf4\ud559\uc5f0\uad6c\uc2e4(MediSC) \uc11c\uc6b8\ub300\ud559\uad50\ubcd1\uc6d0 \uc735\ud569\uc758\ud559\uae30\uc220\uc6d0\uc758 \uc758\ub8cc\uc601\uc0c1\uc815\ubcf4\ud559\uc5f0\uad6c\uc2e4(Medical Spatial Computing Laboratory, MediSC)\uc740 \uacf5\ud604\uc911 \uad50\uc218\uc758 \ub9ac\ub4dc \uc544\ub798 \uc758\ub8cc \uc5f0\uad6c \ubc0f \uc784\uc0c1 \ubd84\uc57c\uc5d0\uc11c \uae00\ub85c\ubc8c \uc120\ub3c4 \uae30\uad00\uc73c\ub85c \ud3c9\uac00\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. MediSC\ub294 \ucca8\ub2e8 \uae30\uc220\uc744 \uc758\ub8cc \ud658\uacbd\uc5d0 \ud1b5\ud569\ud558\ub824\ub294 \uc5f0\uad6c\ub97c \uc9c0\uc18d\ud574 \uc654\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 AI \uae30\ubc18 \uc758\ub8cc\uc601\uc0c1 \ubd84\uc57c\uc5d0\uc11c\ub3c4 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \uc218\ud589\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. MediSC \ud300\uc758 \ud575\uc2ec \uc5f0\uad6c \ubd84\uc57c\ub294 \uc758\ub8cc \uacf5\uac04 \ucef4\ud4e8\ud305\uc73c\ub85c, \ud655\uc7a5\ud604\uc2e4(XR), \uba54\ud0c0\ubc84\uc2a4 \uae30\uc220, AI \ubc0f \uc601\uc0c1 \uc815\ubcf4\ud559\uc744 \uc758\ub8cc\uc601\uc0c1\uacfc \uacb0\ud569\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\uc740 \uc758\ud559 \uad50\uc721 \ubc0f \ud6c8\ub828, \uc9c4\ub2e8 \ubc0f \uc2dc\uc220 \uc804 \uacc4\ud68d, \uc2dc\uc220 \uc911 \ud65c\uc6a9, \ud658\uc790 \ubaa8\ub2c8\ud130\ub9c1, \ub514\uc9c0\ud138 \uce58\ub8cc\uc81c \ub4f1 \ub2e4\uc591\ud55c \uc758\ub8cc \uc751\uc6a9 \ubd84\uc57c\uc5d0\uc11c \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc11c\uc6b8\ub300\ubcd1\uc6d0 \uc5f0\uad6c\uc9c4\uc740 \ud559\uc220\uc801 \ud601\uc2e0\uc744 \uc2e4\uc81c \uc784\uc0c1 \ud6a8\uacfc\ub85c \uc774\uc5b4\uc9c0\uac8c \ud558\uae30 \uc704\ud574 \uc9c0\uc18d\uc801\uc73c\ub85c \ub178\ub825\ud574 \uc654\uc73c\uba70, \uc774\ub7ec\ud55c \uc5f0\uad6c \ubc29\ud5a5\uc740 SwiftMedSAM\uacfc \uac19\uc740 \uace0\ub3c4\ud654\ub41c AI \uc194\ub8e8\uc158\uc744 \uc2dc\ud5d8 \uc801\uc6a9\ud558\ub294 \ub370 \ucd5c\uc801\uc758 \ud30c\ud2b8\ub108\ub85c \uc790\ub9ac\ub9e4\uae40\ud558\uac8c \ud588\uc2b5\ub2c8\ub2e4. \uae30\ubc18 \uae30\uc220: Meta Segment Anything Model (SAM) SAM\uc740 \ucd5c\uc18c\ud55c\uc758 \uc785\ub825\ub9cc\uc73c\ub85c \uc774\ubbf8\uc9c0 \ub0b4 \uc5b4\ub5a4 \uac1d\uccb4\ub4e0 \uc2dd\ubcc4\ud558\uace0 \uc724\uacfd\uc744 \uc9c0\uc815\ud560 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ub41c \uc624\ud508\uc18c\uc2a4\uc758 \ucef4\ud4e8\ud130 \ube44\uc804 \ubaa8\ub378\uc785\ub2c8\ub2e4. \ub9d0\uadf8\ub300\ub85c \u201c\ubaa8\ub4e0 \uac78 \ubd84\ud560\ud558\ub294(Segment Anything)\u201d \ubaa8\ub378\uc774\uc8e0. \ub192\uc740 \ubc94\uc6a9\uc131\uacfc \uc815\ud655\ub3c4\ub97c \ubc14\ud0d5\uc73c\ub85c \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ud65c\uc6a9\ub418\uace0 \uc788\uc73c\uba70, \ud2b9\ud788 \ud574\ubd80\ud559\uc801 \uad6c\uc870\uc758 \uc815\ubc00\ud55c \ubd84\ud560\uc774 \uc9c4\ub2e8\uacfc \uce58\ub8cc \uacc4\ud68d\uc5d0 \ub9e4\uc6b0 \uc911\uc694\ud55c \uc758\ub8cc \ubd84\uc57c\uc5d0\uc11c \uae30\ubcf8\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4. SwiftMedSAM SAM\uc758 \uc131\ub2a5\uc744 \uc758\ub8cc\uc601\uc0c1 \ubd84\uc57c\uc5d0 \uc801\uc6a9\ud558\uae30 \uc704\ud574 MedSAM\uc740 110\ub9cc \uac1c \uc774\uc0c1\uc758 \uc758\ub8cc \uc774\ubbf8\uc9c0-\ub9c8\uc2a4\ud06c \uc30d(medical image-mask pairs)\uc744 \uae30\ubc18\uc73c\ub85c \ud559\uc2b5\ub418\uc5b4 \ud6a8\uc728\uc131\uc744 \ud5a5\uc0c1\uc2dc\ucf30\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 LiteMedSAM\uc774\ub77c\ub294 \uc801\uc751\ud615 \ubaa8\ub378\uc774 \uac1c\ubc1c\ub418\uc5c8\uc2b5\ub2c8\ub2e4. MediSC \ud300\uc740 LiteMedSAM\uc744 \uae30\ubc18\uc73c\ub85c, \ub9e4\uc6b0 \uc81c\ud55c\ub41c \ud658\uacbd\uc5d0\uc11c\ub3c4 \ud65c\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ub41c \ucd08\uacbd\ub7c9 \ud504\ub86c\ud504\ud2b8 \uae30\ubc18 \ubc94\uc6a9 \uc758\ub8cc\uc601\uc0c1 \ubd84\ud560 \ubaa8\ub378\uc778 SwiftMedSAM\uc744 \uac1c\ubc1c\ud588\uc2b5\ub2c8\ub2e4. SwiftMedSAM\uc740 LiteMedSAM\uc758 \uc774\ubbf8\uc9c0 \uc778\ucf54\ub354\uc640 \ub9c8\uc2a4\ud06c \ub514\ucf54\ub354\uc5d0 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \ucd5c\uc801\ud654\ub97c \uc801\uc6a9\ud558\uc5ec \ubaa8\ub378 \ud06c\uae30\uc640 \uc5f0\uc0b0 \ubcf5\uc7a1\ub3c4\ub97c \uc904\uc600\uc2b5\ub2c8\ub2e4. \uadf8 \uacb0\uacfc, SwiftMedSAM\uc740 590\ub9cc \uac1c\uc758 \ud30c\ub77c\ubbf8\ud130\ub97c \uac16\uac8c \ub418\uc5c8\uc73c\uba70, \uc774\ub294 LiteMedSAM \ub300\ube44 40% \uac10\uc18c\ud55c \uc218\uce58\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud30c\ub77c\ubbf8\ud130 \uac10\uc18c\ub294 \ub354 \ube60\ub978 \ubaa8\ub378 \uc131\ub2a5\uacfc \ub0ae\uc740 \ub9ac\uc18c\uc2a4 \uc0ac\uc6a9, \ubcf4\ub2e4 \uc6a9\uc774\ud55c \ubc30\ud3ec, \uadf8\ub9ac\uace0 \ube44\uc6a9 \uc808\uac10\uc758 \ud6a8\uacfc\ub97c \ub0b3\uc2b5\ub2c8\ub2e4. SwiftMedSAM\uc758 \uc758\uc758 \uc790\uc6d0\uc774 \uc81c\ud55c\ub41c \ud658\uacbd\uc5d0\uc11c\uc758 \ud65c\uc6a9: SwiftMedSAM\uc758 \ud070 \uac15\uc810 \uc911 \ud558\ub098\ub294 \ub0ae\uc740 \uc5f0\uc0b0 \ube44\uc6a9\uc73c\ub85c\ub3c4 \uace0\ud488\uc9c8 \ubd84\ud560\uc744 \uad6c\ud604\ud560 \uc218 \uc788\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \uc774\ub294 \uace0\uc131\ub2a5 \uc7a5\ube44 \uc811\uadfc\uc774 \uc5b4\ub824\uc6b4 \ub18d\ucd0c \uc758\ub8cc\uc2dc\uc124\uc774\ub098 \uac1c\ubc1c\ub3c4\uc0c1\uad6d \ub4f1 \uc790\uc6d0\uc774 \uc81c\ud55c\ub41c \ud658\uacbd\uc5d0\uc11c \ud2b9\ud788 \uc911\uc694\ud569\ub2c8\ub2e4. \uc5f0\uad6c\uc9c4\uc740 \ud6a8\uc728\uc131\uc744 \uc704\ud574 \ubaa8\ub378\uc744 \ucd5c\uc801\ud654\ud568\uc73c\ub85c\uc368, \ub178\ud2b8\ubd81\uc774\ub098 \uc5e3\uc9c0 \ub514\ubc14\uc774\uc2a4\ub9cc \ubcf4\uc720\ud55c \uc758\ub8cc\uae30\uad00\uc5d0\uc11c\ub3c4 \uace0\ub3c4\ud654\ub41c AI\ub97c \ud65c\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \uc811\uadfc\uc131\uc744 \ud655\ub300\ud588\uc2b5\ub2c8\ub2e4. \ub610\ud55c \ud1b5\uc81c\ub41c \uc5f0\uad6c \ud658\uacbd\uc5d0\uc11c\ub294 \uc798 \uc791\ub3d9\ud558\uc9c0\ub9cc \uc2e4\uc81c \uc784\uc0c1\uc5d0\uc11c\ub294 \uc131\ub2a5\uc774 \ub5a8\uc5b4\uc9c0\ub294 \uae30\uc874 AI \ubaa8\ub378\ub4e4\uacfc \ub2ec\ub9ac, SwiftMedSAM\uc740 \uc77c\uc0c1\uc801\uc778 \uc758\ub8cc \ud658\uacbd\uc5d0\uc11c\ub3c4 \uc548\uc815\uc801\uc774\uace0 \uc2e0\ub8b0\uc131 \uc788\uac8c \uc791\ub3d9\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc624\ud508\uc18c\uc2a4 \ubc0f \ucee4\uc2a4\ud130\ub9c8\uc774\uc9d5 \uac00\ub2a5\uc131: Meta\uc758 \uc624\ud508\uc18c\uc2a4 \uc811\uadfc \ubc29\uc2dd\uc744 \uae30\ubc18\uc73c\ub85c MediSC \ud300\uc740 \ubaa8\ub378\uc744 \uc790\uccb4 \uc694\uad6c\uc5d0 \ub9de\uac8c \uc870\uc815\ud558\uace0 \ud30c\uc778\ud29c\ub2dd\ud560 \uc218 \uc788\uc5c8\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \ud22c\uba85\uc131\uacfc \ud1b5\uc81c\ub825\uc744 \ud655\ubcf4\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc9c0\uc5ed\ubcc4 \uc694\uad6c\uc5d0 \ub9de\ucdb0 \uc870\uc815\ub418\uae30 \uc5b4\ub835\uace0 \ub0b4\ubd80 \uad6c\uc870\uac00 \ub4dc\ub7ec\ub098\uc9c0 \uc54a\ub294 \u2018\ube14\ub799\ubc15\uc2a4\u2019 \ud615\ud0dc\uc758 \ub3c5\uc810\ud615 AI \uc194\ub8e8\uc158\uacfc \ub300\ube44\ub429\ub2c8\ub2e4. \ub610\ud55c SwiftMedSAM\uc740 \ud22c\uba85\ud558\uace0 \uc870\uc815 \uac00\ub2a5\ud55c \ud615\ud0dc\ub85c \uc81c\uacf5\ub418\uae30 \ub54c\ubb38\uc5d0, \ud604\uc7a5\uc758 \uc5f0\uad6c\uc790\uc640 \uac1c\ubc1c\uc790\ub4e4\uc774 \uc9c1\uc811 \ubaa8\ub378\uc744 \uac1c\uc120 \ubc0f \ubc1c\uc804\uc2dc\ud0ac \uc218 \uc788\uc5b4 \uc9c0\uc18d\uc801\uc778 \ud601\uc2e0\uacfc \ud611\uc5c5 \ubb38\ud654\ub97c \ucd09\uc9c4\ud569\ub2c8\ub2e4. \uc815\ubc00 \uc758\ub8cc \ubc0f \uc6d0\uaca9 \uc758\ub8cc \ubc1c\uc804\uc5d0 \uae30\uc5ec: SwiftMedSAM\uc758 \uc815\ud655\uc131\uacfc \ud6a8\uc728\uc131\uc740 \u2018\uc801\uc2dc\uc5d0, \uc801\uc808\ud55c \uce58\ub8cc\ub97c, \uc801\ud569\ud55c \ud658\uc790\uc5d0\uac8c \uc81c\uacf5\ud55c\ub2e4\u2019\ub294 \uc815\ubc00 \uc758\ub8cc\uc758 \ud575\uc2ec \ubaa9\ud45c\ub97c \ub4b7\ubc1b\uce68\ud558\uba70, \uc758\ub8cc \uc601\uc0c1\uc758 \uc6d0\uaca9 \ubd84\uc11d \uc218\uc694\uac00 \ucee4\uc9c0\uace0 \uc788\ub294 \uc6d0\uaca9 \uc758\ub8cc \ud658\uacbd\uc5d0\uc11c\ub3c4 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. SwiftMedSAM\uc740 PET, CT \ubc0f MRI \uc601\uc0c1\uc758 \ubd84\ud560 \uc815\ud655\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\uba70, \ud2b9\ud788 PET\uc5d0\uc11c \uac00\uc7a5 \ud070 \uac1c\uc120\uc744 \ubcf4\uc600\uc2b5\ub2c8\ub2e4. \ub2e4\uc774\uc2a4 \uc720\uc0ac\ub3c4 \uacc4\uc218(Dice Similarity Coefficient, DSC)\ub294 AI\uac00 \uc608\uce21\ud55c \ubd84\ud560 \uacb0\uacfc\uc640 \uc804\ubb38\uac00\uac00 \ub77c\ubca8\ub9c1\ud55c \ubd84\ud560 \uacb0\uacfc\uac00 \uc5bc\ub9c8\ub098 \uacb9\uce58\ub294\uc9c0\ub97c \uce21\uc815\ud558\ub294 \uc9c0\ud45c\ub85c, 0\uc740 \ubd88\uc77c\uce58, 1\uc740 \uc644\uc804 \uc77c\uce58\ub97c \uc758\ubbf8\ud569\ub2c8\ub2e4. PET\uc758 DSC\ub294 55.10%\uc5d0\uc11c 68.87%\ub85c \uc0c1\uc2b9\ud574 PET \ubd84\ud560 \uc815\ud655\ub3c4\uac00 \ud06c\uac8c \ud5a5\uc0c1\ub41c \uac83\uc73c\ub85c \ub098\ud0c0\ub0ac\uc2b5\ub2c8\ub2e4. \uba40\ud2f0 \ubaa8\ub2ec\ub9ac\ud2f0(Multi-Modality) \uc758\ub8cc \uc601\uc0c1 \uc9c0\uc6d0: SwiftMedSAM\uc740 CT, MRI, PET, X-ray, \ucd08\uc74c\ud30c, \uc720\ubc29\ucd2c\uc601\uc220, OCT, \ub0b4\uc2dc\uacbd, \uc548\uc800(fundus), \ud53c\ubd80\ud655\ub300\uacbd(dermoscopy), \ud604\ubbf8\uacbd \uc774\ubbf8\uc9c0\uae4c\uc9c0 \ucd1d 11\uac00\uc9c0 \uc758\ub8cc \uc601\uc0c1 \ubaa8\ub2ec\ub9ac\ud2f0\uc5d0\uc11c \ubd84\ud560 \uc791\uc5c5\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc544\ub798 \uc774\ubbf8\uc9c0\ub294 \ucd08\uc74c\ud30c \uc601\uc0c1\uc758 \uc2e0\uc7a5 \ubd84\ud560(a), CT\uc5d0\uc11c\uc758 \ud3d0 \uc885\uc591 \uc601\uc5ed \ubd84\ud560(b), \uadf8\ub9ac\uace0 \ub300\ube44\uac00 \ub0ae\uace0 \uacbd\uacc4\uac00 \ubd88\uba85\ud655\ud55c \uae4c\ub2e4\ub85c\uc6b4 X-ray \uc601\uc0c1(c, d) \ub4f1 \ub2e4\uc591\ud55c \uc601\uc0c1 \ubaa8\ub2ec\ub9ac\ud2f0\uc5d0\uc11c\uc758 \ubd84\ud560 \uc131\ub2a5\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc2e4\uc81c \uc784\uc0c1 \uc801\uc6a9 \uc11c\uc6b8\ub300\ud559\uad50\ubcd1\uc6d0\uc5d0\uc11c\ub294 SwiftMedSAM\uc744 \uc774\ubbf8 \uc218\uc220 \uc804, \uc218\uc220 \uc911, \uc218\uc220 \ud6c4 \uc804 \uacfc\uc815\uc5d0 \uac78\uccd0 \ud65c\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2e4\uc81c \uc784\uc0c1 \ud65c\uc6a9 \uc0ac\ub840\ub294 \ubaa8\ub378\uc758 \ud3ed\ub113\uc740 \ubc94\uc6a9\uc131\uacfc \ud658\uc790 \uad00\ub9ac\uc758 \ubaa8\ub4e0 \ub2e8\uacc4\uc5d0\uc11c \uc758\ub8cc\uc9c4\uc744 \uc9c0\uc6d0\ud560 \uc218 \uc788\ub294 \uc5ed\ub7c9\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uacb0\uc815\uc801\uc73c\ub85c, SwiftMedSAM\uc758 \uac1c\ubc1c\uacfc \uc11c\uc6b8\ub300\ud559\uad50\ubcd1\uc6d0 \ub0b4 \ub3c4\uc785\uc740 \uc774\uaddc\uc5b8 \uad50\uc218\uc640\uc758 \uc784\uc0c1 \ud30c\ud2b8\ub108\uc2ed\uc744 \ud1b5\ud574 \ub354\uc6b1 \uac15\ud654\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uaddc\uc5b8 \uad50\uc218\ub294 <SwiftMedSAM: An Ultra-lightweight Prompt-Based Universal Medical Image Segmentation Model for Highly Constrained Environments>\uc758 \uacf5\ub3d9 \uc800\uc790\ub85c\ub3c4 \ucc38\uc5ec\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud611\uc5c5\uc740 \ubaa8\ub378\uc774 \uc2e4\uc81c \uc784\uc0c1 \ud604\uc7a5\uc758 \uc694\uad6c\uc640 \uc0c1\ud669\uc5d0 \uae34\ubc00\ud788 \ubd80\ud569\ud558\ub3c4\ub85d \ud574\uc8fc\uba70, \uae30\uc220\uc801 \ud601\uc2e0\uacfc \ud658\uc790 \uc9c4\ub8cc \uc0ac\uc774\uc758 \uac04\uadf9\uc744 \uc904\uc774\ub294 \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubbf8\ub798 \uc804\ub9dd: \uc758\ub8cc\uc601\uc0c1 \ubd84\uc57c\uc5d0\uc11c\uc758 AI \ud601\uc2e0 \uc11c\uc6b8\ub300\ubcd1\uc6d0\uc5d0\uc11c SwiftMedSAM\uc774 \ubcf4\uc5ec\uc900 \uc131\uacfc\ub294 \uc2dc\uc791\uc810\uc5d0 \ubd88\uacfc\ud569\ub2c8\ub2e4. Meta\uc758 Segment Anything\uacfc \uac19\uc740 \uc624\ud508\uc18c\uc2a4 AI \ubaa8\ub378\uc774 \uc9c0\uc18d\uc801\uc73c\ub85c \ubc1c\uc804\ud568\uc5d0 \ub530\ub77c, \uc758\ub8cc\uc601\uc0c1 \ubd84\uc57c\uc5d0\uc11c\ub294 \ub354 \ud070 \uc9c4\uc804\uc774 \uc774\uc5b4\uc9c8 \uac83\uc73c\ub85c \uae30\ub300\ub429\ub2c8\ub2e4. \uba40\ud2f0\ubaa8\ub2ec \ub370\uc774\ud130 \ud1b5\ud569: \ud5a5\ud6c4 \ubaa8\ub378\ub4e4\uc740 \uc758\ub8cc\uc601\uc0c1\ubfd0 \uc544\ub2c8\ub77c \uc804\uc790\uc758\ubb34\uae30\ub85d, \uc720\uc804\uccb4 \uc815\ubcf4 \ub4f1 \ub2e4\uc591\ud55c \ub370\uc774\ud130\ub97c \ud568\uaed8 \ubd84\uc11d\ud574, \ud658\uc790\ub97c \ubcf4\ub2e4 \uc885\ud569\uc801\uc73c\ub85c \uc774\ud574\ud560 \uc218 \uc788\ub294 \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud558\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc628\ub514\ubc14\uc774\uc2a4 \ubd84\uc11d: \ud6a8\uc728\uc131\uc774 \ub354\uc6b1 \uac1c\uc120\ub41c\ub2e4\uba74 \ud734\ub300\uc6a9 \uae30\uae30\uc5d0\uc11c\ub3c4 \uc2e4\uc2dc\uac04 \ubd84\uc11d\uc774 \uac00\ub2a5\ud574\uc838, \uace0\ub3c4\ud654\ub41c \uc9c4\ub2e8 \uae30\uc220\uc744 \ud658\uc790 \uc9c4\ub8cc \ud604\uc7a5\uc5d0\uc11c \ubc14\ub85c \uc81c\uacf5\ud560 \uc218 \uc788\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4. \uae00\ub85c\ubc8c \uacf5\ub3d9 \uc5f0\uad6c: \uc624\ud508\uc18c\uc2a4 \ubaa8\ub378\uc740 \uc804 \uc138\uacc4 \uc5f0\uad6c\uc790\ub4e4\uc758 \uc9c4\uc785 \uc7a5\ubcbd\uc744 \ub0ae\ucdb0 \ud601\uc2e0 \uc18d\ub3c4\ub97c \ub192\uc774\uace0, AI \ubc1c\uc804\uc758 \ud61c\ud0dd\uc774 \ud48d\ubd80\ud55c \uc790\uc6d0\uc744 \uac00\uc9c4 \uc18c\uc218\ub9cc \uc544\ub2c8\ub77c \ubaa8\ub4e0 \ucee4\ubba4\ub2c8\ud2f0\uc5d0 \uace0\ub974\uac8c \ub3cc\uc544\uac00\ub3c4\ub85d \ud569\ub2c8\ub2e4. SwiftMedSAM\uc740 \uc758\ub8cc \ubd84\uc57c\uc5d0\uc11c \uac1c\ubc29\uc801\uc774\uace0 \uc801\uc751 \uac00\ub2a5\ud55c AI \ubaa8\ub378\uc774 \uc9c0\ub2cc \ubcc0\ud601\uc801 \uc7a0\uc7ac\ub825\uc744 \uc798 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. Segment Anything\uc744 \uae30\ubc18\uc73c\ub85c \uad6c\ucd95\ub41c \uc774 \ub3c4\uad6c\ub294 \uc758\ub8cc\uc601\uc0c1 \ubd84\ud560 \uae30\uc220\uc758 \uc218\uc900\uc744 \ud55c \ub2e8\uacc4 \ub04c\uc5b4\uc62c\ub838\uc744 \ubfd0 \uc544\ub2c8\ub77c, \uc804 \uc138\uacc4 \uc784\uc0c1\uc758\uac00 \uace0\ud488\uc9c8 AI\uc5d0 \ub354 \uc27d\uac8c \uc811\uadfc\ud560 \uc218 \uc788\ub3c4\ub85d \ud65c\uc6a9 \uae30\ubc18\uc744 \ub113\ud614\uc2b5\ub2c8\ub2e4. \uc55e\uc73c\ub85c \uae30\uc220 \uae30\uc5c5, \uc758\ub8cc \uae30\uad00, \uadf8\ub9ac\uace0 \uc624\ud508\uc18c\uc2a4 \ucee4\ubba4\ub2c8\ud2f0 \uac04\uc758 \uc9c0\uc18d\uc801\uc778 \ud611\uc5c5\uc740 \ud658\uc790 \uce58\ub8cc\uc640 \uc758\ub8cc \uc5f0\uad6c\uc758 \uc0c8\ub85c\uc6b4 \uac00\ub2a5\uc131\uc744 \uc5f4\uc5b4\uac08 \uac83\uc785\ub2c8\ub2e4.","protected":false},"author":164097085,"featured_media":23761,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[412089666],"tags":[],"class_list":["post-23760","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-meta"],"yoast_head":"\n\uc11c\uc6b8\ub300\ud559\uad50\ubcd1\uc6d0, Meta Segment Anything Model \ud1b5\ud574 \uc758\ub8cc\uc601\uc0c1 \ubd84\uc57c AI \ud601\uc2e0 \uac00\uc18d\ud654 | Meta \uc18c\uac1c<\/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:\/\/about.fb.com\/ko\/news\/2025\/11\/seoul-national-university-hospital-builds-on-metas-segment-anything-model-democratizing-ai-advancements-in-medical-imaging\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\uc11c\uc6b8\ub300\ud559\uad50\ubcd1\uc6d0, Meta Segment Anything Model \ud1b5\ud574 \uc758\ub8cc\uc601\uc0c1 \ubd84\uc57c AI \ud601\uc2e0 \uac00\uc18d\ud654 | Meta \uc18c\uac1c\" \/>\n<meta property=\"og:description\" content=\"\uc758\ub8cc\uc601\uc0c1\uc740 \ud604\ub300 \uc758\ub8cc\uc758 \ud575\uc2ec \uc694\uc18c\uc785\ub2c8\ub2e4. X-ray, CT, MRI, \ucd08\uc74c\ud30c \ub4f1 \ub2e4\uc591\ud55c \uae30\uc220\uc740 \uc778\uccb4 \ub0b4\ubd80\ub97c \ube44\uce68\uc2b5\uc801\uc73c\ub85c \ud655\uc778\ud558\uace0 \uc0dd\uba85\uc744 \uad6c\ud558\ub294 \uc9c4\ub2e8\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc601\uc0c1\uc740 \uc9c8\ubcd1\uc744 \ubc1c\uacac\ud558\uace0, \uce58\ub8cc \uacc4\ud68d\uc744 \uc138\uc6b0\uba70, \ud658\uc790\uc758 \uacbd\uacfc\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\ub294 \ub370 \uae30\ubc18\uc774 \ub429\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc758\ub8cc\uc601\uc0c1\uc744 \ud574\uc11d\ud558\ub294 \uc791\uc5c5\uc740 \ub192\uc740 \uc804\ubb38\uc131\uacfc \uc815\ubc00\ud568\uc774 \uc694\uad6c\ub418\uba70, \ubcf5\uc7a1\ud558\uace0 \uc2dc\uac04 \uc18c\uc694\uc801\uc785\ub2c8\ub2e4. \uc758\ub8cc \ub370\uc774\ud130\uc758 \uc591\uacfc \ubcf5\uc7a1\uc131\uc774 \uc810\uc810 \uc99d\uac00\ud568\uc5d0 \ub530\ub77c \uc784\uc0c1\uc758\uac00 \uc774\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \ucc98\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud558\ub294 \uace0\ub3c4\ud654\ub41c \ub3c4\uad6c\uac00 \ud544\uc694\ud574\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4.\uc778\uacf5\uc9c0\ub2a5(AI)\uc740 \uc774 \ubd84\uc57c\uc5d0\uc11c \uc911\uc694\ud55c \uc804\ud658\uc810\uc744 \ub9cc\ub4e4\uace0 \uc788\uc2b5\ub2c8\ub2e4. AI\ub294 \uc601\uc0c1 \ubd84\uc11d\uc744 \uc790\ub3d9\ud654\ud558\uace0 \uace0\ub3c4\ud654\ud568\uc73c\ub85c\uc368 \uc9c4\ub2e8 \uc624\ub958\ub97c \uc904\uc774\uace0, \uc5c5\ubb34 \ud750\ub984\uc744 \uac00\uc18d\ud654\ud558\uba70, \uc758\ub8cc \uc790\uc6d0\uc774 \uc81c\ud55c\ub41c \ud658\uacbd\uc5d0\uc11c\ub3c4 \ub192\uc740 \uc218\uc900\uc758 \uc9c4\ub8cc\ub97c \uc81c\uacf5\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4. \ub9ce\uc740 AI \ubaa8\ub378\uc774 \uc815\ud655\uc131\uc744 \uc81c\uacf5\ud558\uc9c0\ub9cc, Meta\uc758 Segment Anything Model(SAM)\uacfc \uc774\ub97c \uc758\ub8cc \ud658\uacbd\uc5d0 \ub9de\uac8c \uc801\uc6a9\ud55c SwiftMedSAM\uacfc \uac19\uc740 \uc624\ud508\uc18c\uc2a4 \uae30\ubc18 \uc194\ub8e8\uc158\uc740 \uc720\uc5f0\uc131, \ud655\uc7a5\uc131, \uc801\uc751\uc131 \uce21\uba74\uc5d0\uc11c \ud604\uc800\ud788 \ub3cb\ubcf4\uc785\ub2c8\ub2e4. \ub3c5\uc810\ud615 \ubaa8\ub378\uacfc \ub2ec\ub9ac \uc624\ud508\uc18c\uc2a4 AI\ub294 \uc5f0\uad6c\uc790\uc640 \uc784\uc0c1\uc758\uac00 \uac01\uc790\uc758 \ud658\uacbd\uacfc \uc694\uad6c\uc5d0 \ub9de\ub3c4\ub85d \uc194\ub8e8\uc158\uc744 \ucee4\uc2a4\ud130\ub9c8\uc774\uc9d5, \uac1c\uc120, \ubc30\ud3ec\ud560 \uc218 \uc788\uc5b4 \ud601\uc2e0\uc744 \uac00\uc18d\ud654\ud558\uace0 \ucca8\ub2e8 \uae30\uc220\uc5d0 \ub300\ud55c \uc811\uadfc\uc131\uc744 \ud655\ub300\ud569\ub2c8\ub2e4. \uc11c\uc6b8\ub300\ud559\uad50\ubcd1\uc6d0 \uc735\ud569\uc758\ud559\uae30\uc220\uc6d0 \uc758\ub8cc\uc601\uc0c1\uc815\ubcf4\ud559\uc5f0\uad6c\uc2e4(MediSC) \uc11c\uc6b8\ub300\ud559\uad50\ubcd1\uc6d0 \uc735\ud569\uc758\ud559\uae30\uc220\uc6d0\uc758 \uc758\ub8cc\uc601\uc0c1\uc815\ubcf4\ud559\uc5f0\uad6c\uc2e4(Medical Spatial Computing Laboratory, MediSC)\uc740 \uacf5\ud604\uc911 \uad50\uc218\uc758 \ub9ac\ub4dc \uc544\ub798 \uc758\ub8cc \uc5f0\uad6c \ubc0f \uc784\uc0c1 \ubd84\uc57c\uc5d0\uc11c \uae00\ub85c\ubc8c \uc120\ub3c4 \uae30\uad00\uc73c\ub85c \ud3c9\uac00\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. MediSC\ub294 \ucca8\ub2e8 \uae30\uc220\uc744 \uc758\ub8cc \ud658\uacbd\uc5d0 \ud1b5\ud569\ud558\ub824\ub294 \uc5f0\uad6c\ub97c \uc9c0\uc18d\ud574 \uc654\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 AI \uae30\ubc18 \uc758\ub8cc\uc601\uc0c1 \ubd84\uc57c\uc5d0\uc11c\ub3c4 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \uc218\ud589\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. MediSC \ud300\uc758 \ud575\uc2ec \uc5f0\uad6c \ubd84\uc57c\ub294 \uc758\ub8cc \uacf5\uac04 \ucef4\ud4e8\ud305\uc73c\ub85c, \ud655\uc7a5\ud604\uc2e4(XR), \uba54\ud0c0\ubc84\uc2a4 \uae30\uc220, AI \ubc0f \uc601\uc0c1 \uc815\ubcf4\ud559\uc744 \uc758\ub8cc\uc601\uc0c1\uacfc \uacb0\ud569\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\uc740 \uc758\ud559 \uad50\uc721 \ubc0f \ud6c8\ub828, \uc9c4\ub2e8 \ubc0f \uc2dc\uc220 \uc804 \uacc4\ud68d, \uc2dc\uc220 \uc911 \ud65c\uc6a9, \ud658\uc790 \ubaa8\ub2c8\ud130\ub9c1, \ub514\uc9c0\ud138 \uce58\ub8cc\uc81c \ub4f1 \ub2e4\uc591\ud55c \uc758\ub8cc \uc751\uc6a9 \ubd84\uc57c\uc5d0\uc11c \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc11c\uc6b8\ub300\ubcd1\uc6d0 \uc5f0\uad6c\uc9c4\uc740 \ud559\uc220\uc801 \ud601\uc2e0\uc744 \uc2e4\uc81c \uc784\uc0c1 \ud6a8\uacfc\ub85c \uc774\uc5b4\uc9c0\uac8c \ud558\uae30 \uc704\ud574 \uc9c0\uc18d\uc801\uc73c\ub85c \ub178\ub825\ud574 \uc654\uc73c\uba70, \uc774\ub7ec\ud55c \uc5f0\uad6c \ubc29\ud5a5\uc740 SwiftMedSAM\uacfc \uac19\uc740 \uace0\ub3c4\ud654\ub41c AI \uc194\ub8e8\uc158\uc744 \uc2dc\ud5d8 \uc801\uc6a9\ud558\ub294 \ub370 \ucd5c\uc801\uc758 \ud30c\ud2b8\ub108\ub85c \uc790\ub9ac\ub9e4\uae40\ud558\uac8c \ud588\uc2b5\ub2c8\ub2e4. \uae30\ubc18 \uae30\uc220: Meta Segment Anything Model (SAM) SAM\uc740 \ucd5c\uc18c\ud55c\uc758 \uc785\ub825\ub9cc\uc73c\ub85c \uc774\ubbf8\uc9c0 \ub0b4 \uc5b4\ub5a4 \uac1d\uccb4\ub4e0 \uc2dd\ubcc4\ud558\uace0 \uc724\uacfd\uc744 \uc9c0\uc815\ud560 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ub41c \uc624\ud508\uc18c\uc2a4\uc758 \ucef4\ud4e8\ud130 \ube44\uc804 \ubaa8\ub378\uc785\ub2c8\ub2e4. \ub9d0\uadf8\ub300\ub85c \u201c\ubaa8\ub4e0 \uac78 \ubd84\ud560\ud558\ub294(Segment Anything)\u201d \ubaa8\ub378\uc774\uc8e0. \ub192\uc740 \ubc94\uc6a9\uc131\uacfc \uc815\ud655\ub3c4\ub97c \ubc14\ud0d5\uc73c\ub85c \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ud65c\uc6a9\ub418\uace0 \uc788\uc73c\uba70, \ud2b9\ud788 \ud574\ubd80\ud559\uc801 \uad6c\uc870\uc758 \uc815\ubc00\ud55c \ubd84\ud560\uc774 \uc9c4\ub2e8\uacfc \uce58\ub8cc \uacc4\ud68d\uc5d0 \ub9e4\uc6b0 \uc911\uc694\ud55c \uc758\ub8cc \ubd84\uc57c\uc5d0\uc11c \uae30\ubcf8\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4. SwiftMedSAM SAM\uc758 \uc131\ub2a5\uc744 \uc758\ub8cc\uc601\uc0c1 \ubd84\uc57c\uc5d0 \uc801\uc6a9\ud558\uae30 \uc704\ud574 MedSAM\uc740 110\ub9cc \uac1c \uc774\uc0c1\uc758 \uc758\ub8cc \uc774\ubbf8\uc9c0-\ub9c8\uc2a4\ud06c \uc30d(medical image-mask pairs)\uc744 \uae30\ubc18\uc73c\ub85c \ud559\uc2b5\ub418\uc5b4 \ud6a8\uc728\uc131\uc744 \ud5a5\uc0c1\uc2dc\ucf30\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 LiteMedSAM\uc774\ub77c\ub294 \uc801\uc751\ud615 \ubaa8\ub378\uc774 \uac1c\ubc1c\ub418\uc5c8\uc2b5\ub2c8\ub2e4. MediSC \ud300\uc740 LiteMedSAM\uc744 \uae30\ubc18\uc73c\ub85c, \ub9e4\uc6b0 \uc81c\ud55c\ub41c \ud658\uacbd\uc5d0\uc11c\ub3c4 \ud65c\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ub41c \ucd08\uacbd\ub7c9 \ud504\ub86c\ud504\ud2b8 \uae30\ubc18 \ubc94\uc6a9 \uc758\ub8cc\uc601\uc0c1 \ubd84\ud560 \ubaa8\ub378\uc778 SwiftMedSAM\uc744 \uac1c\ubc1c\ud588\uc2b5\ub2c8\ub2e4. SwiftMedSAM\uc740 LiteMedSAM\uc758 \uc774\ubbf8\uc9c0 \uc778\ucf54\ub354\uc640 \ub9c8\uc2a4\ud06c \ub514\ucf54\ub354\uc5d0 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \ucd5c\uc801\ud654\ub97c \uc801\uc6a9\ud558\uc5ec \ubaa8\ub378 \ud06c\uae30\uc640 \uc5f0\uc0b0 \ubcf5\uc7a1\ub3c4\ub97c \uc904\uc600\uc2b5\ub2c8\ub2e4. \uadf8 \uacb0\uacfc, SwiftMedSAM\uc740 590\ub9cc \uac1c\uc758 \ud30c\ub77c\ubbf8\ud130\ub97c \uac16\uac8c \ub418\uc5c8\uc73c\uba70, \uc774\ub294 LiteMedSAM \ub300\ube44 40% \uac10\uc18c\ud55c \uc218\uce58\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud30c\ub77c\ubbf8\ud130 \uac10\uc18c\ub294 \ub354 \ube60\ub978 \ubaa8\ub378 \uc131\ub2a5\uacfc \ub0ae\uc740 \ub9ac\uc18c\uc2a4 \uc0ac\uc6a9, \ubcf4\ub2e4 \uc6a9\uc774\ud55c \ubc30\ud3ec, \uadf8\ub9ac\uace0 \ube44\uc6a9 \uc808\uac10\uc758 \ud6a8\uacfc\ub97c \ub0b3\uc2b5\ub2c8\ub2e4. SwiftMedSAM\uc758 \uc758\uc758 \uc790\uc6d0\uc774 \uc81c\ud55c\ub41c \ud658\uacbd\uc5d0\uc11c\uc758 \ud65c\uc6a9: SwiftMedSAM\uc758 \ud070 \uac15\uc810 \uc911 \ud558\ub098\ub294 \ub0ae\uc740 \uc5f0\uc0b0 \ube44\uc6a9\uc73c\ub85c\ub3c4 \uace0\ud488\uc9c8 \ubd84\ud560\uc744 \uad6c\ud604\ud560 \uc218 \uc788\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \uc774\ub294 \uace0\uc131\ub2a5 \uc7a5\ube44 \uc811\uadfc\uc774 \uc5b4\ub824\uc6b4 \ub18d\ucd0c \uc758\ub8cc\uc2dc\uc124\uc774\ub098 \uac1c\ubc1c\ub3c4\uc0c1\uad6d \ub4f1 \uc790\uc6d0\uc774 \uc81c\ud55c\ub41c \ud658\uacbd\uc5d0\uc11c \ud2b9\ud788 \uc911\uc694\ud569\ub2c8\ub2e4. \uc5f0\uad6c\uc9c4\uc740 \ud6a8\uc728\uc131\uc744 \uc704\ud574 \ubaa8\ub378\uc744 \ucd5c\uc801\ud654\ud568\uc73c\ub85c\uc368, \ub178\ud2b8\ubd81\uc774\ub098 \uc5e3\uc9c0 \ub514\ubc14\uc774\uc2a4\ub9cc \ubcf4\uc720\ud55c \uc758\ub8cc\uae30\uad00\uc5d0\uc11c\ub3c4 \uace0\ub3c4\ud654\ub41c AI\ub97c \ud65c\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \uc811\uadfc\uc131\uc744 \ud655\ub300\ud588\uc2b5\ub2c8\ub2e4. \ub610\ud55c \ud1b5\uc81c\ub41c \uc5f0\uad6c \ud658\uacbd\uc5d0\uc11c\ub294 \uc798 \uc791\ub3d9\ud558\uc9c0\ub9cc \uc2e4\uc81c \uc784\uc0c1\uc5d0\uc11c\ub294 \uc131\ub2a5\uc774 \ub5a8\uc5b4\uc9c0\ub294 \uae30\uc874 AI \ubaa8\ub378\ub4e4\uacfc \ub2ec\ub9ac, SwiftMedSAM\uc740 \uc77c\uc0c1\uc801\uc778 \uc758\ub8cc \ud658\uacbd\uc5d0\uc11c\ub3c4 \uc548\uc815\uc801\uc774\uace0 \uc2e0\ub8b0\uc131 \uc788\uac8c \uc791\ub3d9\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc624\ud508\uc18c\uc2a4 \ubc0f \ucee4\uc2a4\ud130\ub9c8\uc774\uc9d5 \uac00\ub2a5\uc131: Meta\uc758 \uc624\ud508\uc18c\uc2a4 \uc811\uadfc \ubc29\uc2dd\uc744 \uae30\ubc18\uc73c\ub85c MediSC \ud300\uc740 \ubaa8\ub378\uc744 \uc790\uccb4 \uc694\uad6c\uc5d0 \ub9de\uac8c \uc870\uc815\ud558\uace0 \ud30c\uc778\ud29c\ub2dd\ud560 \uc218 \uc788\uc5c8\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \ud22c\uba85\uc131\uacfc \ud1b5\uc81c\ub825\uc744 \ud655\ubcf4\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc9c0\uc5ed\ubcc4 \uc694\uad6c\uc5d0 \ub9de\ucdb0 \uc870\uc815\ub418\uae30 \uc5b4\ub835\uace0 \ub0b4\ubd80 \uad6c\uc870\uac00 \ub4dc\ub7ec\ub098\uc9c0 \uc54a\ub294 \u2018\ube14\ub799\ubc15\uc2a4\u2019 \ud615\ud0dc\uc758 \ub3c5\uc810\ud615 AI \uc194\ub8e8\uc158\uacfc \ub300\ube44\ub429\ub2c8\ub2e4. \ub610\ud55c SwiftMedSAM\uc740 \ud22c\uba85\ud558\uace0 \uc870\uc815 \uac00\ub2a5\ud55c \ud615\ud0dc\ub85c \uc81c\uacf5\ub418\uae30 \ub54c\ubb38\uc5d0, \ud604\uc7a5\uc758 \uc5f0\uad6c\uc790\uc640 \uac1c\ubc1c\uc790\ub4e4\uc774 \uc9c1\uc811 \ubaa8\ub378\uc744 \uac1c\uc120 \ubc0f \ubc1c\uc804\uc2dc\ud0ac \uc218 \uc788\uc5b4 \uc9c0\uc18d\uc801\uc778 \ud601\uc2e0\uacfc \ud611\uc5c5 \ubb38\ud654\ub97c \ucd09\uc9c4\ud569\ub2c8\ub2e4. \uc815\ubc00 \uc758\ub8cc \ubc0f \uc6d0\uaca9 \uc758\ub8cc \ubc1c\uc804\uc5d0 \uae30\uc5ec: SwiftMedSAM\uc758 \uc815\ud655\uc131\uacfc \ud6a8\uc728\uc131\uc740 \u2018\uc801\uc2dc\uc5d0, \uc801\uc808\ud55c \uce58\ub8cc\ub97c, \uc801\ud569\ud55c \ud658\uc790\uc5d0\uac8c \uc81c\uacf5\ud55c\ub2e4\u2019\ub294 \uc815\ubc00 \uc758\ub8cc\uc758 \ud575\uc2ec \ubaa9\ud45c\ub97c \ub4b7\ubc1b\uce68\ud558\uba70, \uc758\ub8cc \uc601\uc0c1\uc758 \uc6d0\uaca9 \ubd84\uc11d \uc218\uc694\uac00 \ucee4\uc9c0\uace0 \uc788\ub294 \uc6d0\uaca9 \uc758\ub8cc \ud658\uacbd\uc5d0\uc11c\ub3c4 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. SwiftMedSAM\uc740 PET, CT \ubc0f MRI \uc601\uc0c1\uc758 \ubd84\ud560 \uc815\ud655\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\uba70, \ud2b9\ud788 PET\uc5d0\uc11c \uac00\uc7a5 \ud070 \uac1c\uc120\uc744 \ubcf4\uc600\uc2b5\ub2c8\ub2e4. \ub2e4\uc774\uc2a4 \uc720\uc0ac\ub3c4 \uacc4\uc218(Dice Similarity Coefficient, DSC)\ub294 AI\uac00 \uc608\uce21\ud55c \ubd84\ud560 \uacb0\uacfc\uc640 \uc804\ubb38\uac00\uac00 \ub77c\ubca8\ub9c1\ud55c \ubd84\ud560 \uacb0\uacfc\uac00 \uc5bc\ub9c8\ub098 \uacb9\uce58\ub294\uc9c0\ub97c \uce21\uc815\ud558\ub294 \uc9c0\ud45c\ub85c, 0\uc740 \ubd88\uc77c\uce58, 1\uc740 \uc644\uc804 \uc77c\uce58\ub97c \uc758\ubbf8\ud569\ub2c8\ub2e4. PET\uc758 DSC\ub294 55.10%\uc5d0\uc11c 68.87%\ub85c \uc0c1\uc2b9\ud574 PET \ubd84\ud560 \uc815\ud655\ub3c4\uac00 \ud06c\uac8c \ud5a5\uc0c1\ub41c \uac83\uc73c\ub85c \ub098\ud0c0\ub0ac\uc2b5\ub2c8\ub2e4. \uba40\ud2f0 \ubaa8\ub2ec\ub9ac\ud2f0(Multi-Modality) \uc758\ub8cc \uc601\uc0c1 \uc9c0\uc6d0: SwiftMedSAM\uc740 CT, MRI, PET, X-ray, \ucd08\uc74c\ud30c, \uc720\ubc29\ucd2c\uc601\uc220, OCT, \ub0b4\uc2dc\uacbd, \uc548\uc800(fundus), \ud53c\ubd80\ud655\ub300\uacbd(dermoscopy), \ud604\ubbf8\uacbd \uc774\ubbf8\uc9c0\uae4c\uc9c0 \ucd1d 11\uac00\uc9c0 \uc758\ub8cc \uc601\uc0c1 \ubaa8\ub2ec\ub9ac\ud2f0\uc5d0\uc11c \ubd84\ud560 \uc791\uc5c5\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc544\ub798 \uc774\ubbf8\uc9c0\ub294 \ucd08\uc74c\ud30c \uc601\uc0c1\uc758 \uc2e0\uc7a5 \ubd84\ud560(a), CT\uc5d0\uc11c\uc758 \ud3d0 \uc885\uc591 \uc601\uc5ed \ubd84\ud560(b), \uadf8\ub9ac\uace0 \ub300\ube44\uac00 \ub0ae\uace0 \uacbd\uacc4\uac00 \ubd88\uba85\ud655\ud55c \uae4c\ub2e4\ub85c\uc6b4 X-ray \uc601\uc0c1(c, d) \ub4f1 \ub2e4\uc591\ud55c \uc601\uc0c1 \ubaa8\ub2ec\ub9ac\ud2f0\uc5d0\uc11c\uc758 \ubd84\ud560 \uc131\ub2a5\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc2e4\uc81c \uc784\uc0c1 \uc801\uc6a9 \uc11c\uc6b8\ub300\ud559\uad50\ubcd1\uc6d0\uc5d0\uc11c\ub294 SwiftMedSAM\uc744 \uc774\ubbf8 \uc218\uc220 \uc804, \uc218\uc220 \uc911, \uc218\uc220 \ud6c4 \uc804 \uacfc\uc815\uc5d0 \uac78\uccd0 \ud65c\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2e4\uc81c \uc784\uc0c1 \ud65c\uc6a9 \uc0ac\ub840\ub294 \ubaa8\ub378\uc758 \ud3ed\ub113\uc740 \ubc94\uc6a9\uc131\uacfc \ud658\uc790 \uad00\ub9ac\uc758 \ubaa8\ub4e0 \ub2e8\uacc4\uc5d0\uc11c \uc758\ub8cc\uc9c4\uc744 \uc9c0\uc6d0\ud560 \uc218 \uc788\ub294 \uc5ed\ub7c9\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uacb0\uc815\uc801\uc73c\ub85c, SwiftMedSAM\uc758 \uac1c\ubc1c\uacfc \uc11c\uc6b8\ub300\ud559\uad50\ubcd1\uc6d0 \ub0b4 \ub3c4\uc785\uc740 \uc774\uaddc\uc5b8 \uad50\uc218\uc640\uc758 \uc784\uc0c1 \ud30c\ud2b8\ub108\uc2ed\uc744 \ud1b5\ud574 \ub354\uc6b1 \uac15\ud654\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uaddc\uc5b8 \uad50\uc218\ub294 <SwiftMedSAM: An Ultra-lightweight Prompt-Based Universal Medical Image Segmentation Model for Highly Constrained Environments>\uc758 \uacf5\ub3d9 \uc800\uc790\ub85c\ub3c4 \ucc38\uc5ec\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud611\uc5c5\uc740 \ubaa8\ub378\uc774 \uc2e4\uc81c \uc784\uc0c1 \ud604\uc7a5\uc758 \uc694\uad6c\uc640 \uc0c1\ud669\uc5d0 \uae34\ubc00\ud788 \ubd80\ud569\ud558\ub3c4\ub85d \ud574\uc8fc\uba70, \uae30\uc220\uc801 \ud601\uc2e0\uacfc \ud658\uc790 \uc9c4\ub8cc \uc0ac\uc774\uc758 \uac04\uadf9\uc744 \uc904\uc774\ub294 \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubbf8\ub798 \uc804\ub9dd: \uc758\ub8cc\uc601\uc0c1 \ubd84\uc57c\uc5d0\uc11c\uc758 AI \ud601\uc2e0 \uc11c\uc6b8\ub300\ubcd1\uc6d0\uc5d0\uc11c SwiftMedSAM\uc774 \ubcf4\uc5ec\uc900 \uc131\uacfc\ub294 \uc2dc\uc791\uc810\uc5d0 \ubd88\uacfc\ud569\ub2c8\ub2e4. Meta\uc758 Segment Anything\uacfc \uac19\uc740 \uc624\ud508\uc18c\uc2a4 AI \ubaa8\ub378\uc774 \uc9c0\uc18d\uc801\uc73c\ub85c \ubc1c\uc804\ud568\uc5d0 \ub530\ub77c, \uc758\ub8cc\uc601\uc0c1 \ubd84\uc57c\uc5d0\uc11c\ub294 \ub354 \ud070 \uc9c4\uc804\uc774 \uc774\uc5b4\uc9c8 \uac83\uc73c\ub85c \uae30\ub300\ub429\ub2c8\ub2e4. \uba40\ud2f0\ubaa8\ub2ec \ub370\uc774\ud130 \ud1b5\ud569: \ud5a5\ud6c4 \ubaa8\ub378\ub4e4\uc740 \uc758\ub8cc\uc601\uc0c1\ubfd0 \uc544\ub2c8\ub77c \uc804\uc790\uc758\ubb34\uae30\ub85d, \uc720\uc804\uccb4 \uc815\ubcf4 \ub4f1 \ub2e4\uc591\ud55c \ub370\uc774\ud130\ub97c \ud568\uaed8 \ubd84\uc11d\ud574, \ud658\uc790\ub97c \ubcf4\ub2e4 \uc885\ud569\uc801\uc73c\ub85c \uc774\ud574\ud560 \uc218 \uc788\ub294 \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud558\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc628\ub514\ubc14\uc774\uc2a4 \ubd84\uc11d: \ud6a8\uc728\uc131\uc774 \ub354\uc6b1 \uac1c\uc120\ub41c\ub2e4\uba74 \ud734\ub300\uc6a9 \uae30\uae30\uc5d0\uc11c\ub3c4 \uc2e4\uc2dc\uac04 \ubd84\uc11d\uc774 \uac00\ub2a5\ud574\uc838, \uace0\ub3c4\ud654\ub41c \uc9c4\ub2e8 \uae30\uc220\uc744 \ud658\uc790 \uc9c4\ub8cc \ud604\uc7a5\uc5d0\uc11c \ubc14\ub85c \uc81c\uacf5\ud560 \uc218 \uc788\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4. \uae00\ub85c\ubc8c \uacf5\ub3d9 \uc5f0\uad6c: \uc624\ud508\uc18c\uc2a4 \ubaa8\ub378\uc740 \uc804 \uc138\uacc4 \uc5f0\uad6c\uc790\ub4e4\uc758 \uc9c4\uc785 \uc7a5\ubcbd\uc744 \ub0ae\ucdb0 \ud601\uc2e0 \uc18d\ub3c4\ub97c \ub192\uc774\uace0, AI \ubc1c\uc804\uc758 \ud61c\ud0dd\uc774 \ud48d\ubd80\ud55c \uc790\uc6d0\uc744 \uac00\uc9c4 \uc18c\uc218\ub9cc \uc544\ub2c8\ub77c \ubaa8\ub4e0 \ucee4\ubba4\ub2c8\ud2f0\uc5d0 \uace0\ub974\uac8c \ub3cc\uc544\uac00\ub3c4\ub85d \ud569\ub2c8\ub2e4. SwiftMedSAM\uc740 \uc758\ub8cc \ubd84\uc57c\uc5d0\uc11c \uac1c\ubc29\uc801\uc774\uace0 \uc801\uc751 \uac00\ub2a5\ud55c AI \ubaa8\ub378\uc774 \uc9c0\ub2cc \ubcc0\ud601\uc801 \uc7a0\uc7ac\ub825\uc744 \uc798 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. 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AI\ub294 \uc601\uc0c1 \ubd84\uc11d\uc744 \uc790\ub3d9\ud654\ud558\uace0 \uace0\ub3c4\ud654\ud568\uc73c\ub85c\uc368 \uc9c4\ub2e8 \uc624\ub958\ub97c \uc904\uc774\uace0, \uc5c5\ubb34 \ud750\ub984\uc744 \uac00\uc18d\ud654\ud558\uba70, \uc758\ub8cc \uc790\uc6d0\uc774 \uc81c\ud55c\ub41c \ud658\uacbd\uc5d0\uc11c\ub3c4 \ub192\uc740 \uc218\uc900\uc758 \uc9c4\ub8cc\ub97c \uc81c\uacf5\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4. \ub9ce\uc740 AI \ubaa8\ub378\uc774 \uc815\ud655\uc131\uc744 \uc81c\uacf5\ud558\uc9c0\ub9cc, Meta\uc758 Segment Anything Model(SAM)\uacfc \uc774\ub97c \uc758\ub8cc \ud658\uacbd\uc5d0 \ub9de\uac8c \uc801\uc6a9\ud55c SwiftMedSAM\uacfc \uac19\uc740 \uc624\ud508\uc18c\uc2a4 \uae30\ubc18 \uc194\ub8e8\uc158\uc740 \uc720\uc5f0\uc131, \ud655\uc7a5\uc131, \uc801\uc751\uc131 \uce21\uba74\uc5d0\uc11c \ud604\uc800\ud788 \ub3cb\ubcf4\uc785\ub2c8\ub2e4. \ub3c5\uc810\ud615 \ubaa8\ub378\uacfc \ub2ec\ub9ac \uc624\ud508\uc18c\uc2a4 AI\ub294 \uc5f0\uad6c\uc790\uc640 \uc784\uc0c1\uc758\uac00 \uac01\uc790\uc758 \ud658\uacbd\uacfc \uc694\uad6c\uc5d0 \ub9de\ub3c4\ub85d \uc194\ub8e8\uc158\uc744 \ucee4\uc2a4\ud130\ub9c8\uc774\uc9d5, \uac1c\uc120, \ubc30\ud3ec\ud560 \uc218 \uc788\uc5b4 \ud601\uc2e0\uc744 \uac00\uc18d\ud654\ud558\uace0 \ucca8\ub2e8 \uae30\uc220\uc5d0 \ub300\ud55c \uc811\uadfc\uc131\uc744 \ud655\ub300\ud569\ub2c8\ub2e4. \uc11c\uc6b8\ub300\ud559\uad50\ubcd1\uc6d0 \uc735\ud569\uc758\ud559\uae30\uc220\uc6d0 \uc758\ub8cc\uc601\uc0c1\uc815\ubcf4\ud559\uc5f0\uad6c\uc2e4(MediSC) \uc11c\uc6b8\ub300\ud559\uad50\ubcd1\uc6d0 \uc735\ud569\uc758\ud559\uae30\uc220\uc6d0\uc758 \uc758\ub8cc\uc601\uc0c1\uc815\ubcf4\ud559\uc5f0\uad6c\uc2e4(Medical Spatial Computing Laboratory, MediSC)\uc740 \uacf5\ud604\uc911 \uad50\uc218\uc758 \ub9ac\ub4dc \uc544\ub798 \uc758\ub8cc \uc5f0\uad6c \ubc0f \uc784\uc0c1 \ubd84\uc57c\uc5d0\uc11c \uae00\ub85c\ubc8c \uc120\ub3c4 \uae30\uad00\uc73c\ub85c \ud3c9\uac00\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. MediSC\ub294 \ucca8\ub2e8 \uae30\uc220\uc744 \uc758\ub8cc \ud658\uacbd\uc5d0 \ud1b5\ud569\ud558\ub824\ub294 \uc5f0\uad6c\ub97c \uc9c0\uc18d\ud574 \uc654\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 AI \uae30\ubc18 \uc758\ub8cc\uc601\uc0c1 \ubd84\uc57c\uc5d0\uc11c\ub3c4 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \uc218\ud589\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. MediSC \ud300\uc758 \ud575\uc2ec \uc5f0\uad6c \ubd84\uc57c\ub294 \uc758\ub8cc \uacf5\uac04 \ucef4\ud4e8\ud305\uc73c\ub85c, \ud655\uc7a5\ud604\uc2e4(XR), \uba54\ud0c0\ubc84\uc2a4 \uae30\uc220, AI \ubc0f \uc601\uc0c1 \uc815\ubcf4\ud559\uc744 \uc758\ub8cc\uc601\uc0c1\uacfc \uacb0\ud569\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\uc740 \uc758\ud559 \uad50\uc721 \ubc0f \ud6c8\ub828, \uc9c4\ub2e8 \ubc0f \uc2dc\uc220 \uc804 \uacc4\ud68d, \uc2dc\uc220 \uc911 \ud65c\uc6a9, \ud658\uc790 \ubaa8\ub2c8\ud130\ub9c1, \ub514\uc9c0\ud138 \uce58\ub8cc\uc81c \ub4f1 \ub2e4\uc591\ud55c \uc758\ub8cc \uc751\uc6a9 \ubd84\uc57c\uc5d0\uc11c \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc11c\uc6b8\ub300\ubcd1\uc6d0 \uc5f0\uad6c\uc9c4\uc740 \ud559\uc220\uc801 \ud601\uc2e0\uc744 \uc2e4\uc81c \uc784\uc0c1 \ud6a8\uacfc\ub85c \uc774\uc5b4\uc9c0\uac8c \ud558\uae30 \uc704\ud574 \uc9c0\uc18d\uc801\uc73c\ub85c \ub178\ub825\ud574 \uc654\uc73c\uba70, \uc774\ub7ec\ud55c \uc5f0\uad6c \ubc29\ud5a5\uc740 SwiftMedSAM\uacfc \uac19\uc740 \uace0\ub3c4\ud654\ub41c AI \uc194\ub8e8\uc158\uc744 \uc2dc\ud5d8 \uc801\uc6a9\ud558\ub294 \ub370 \ucd5c\uc801\uc758 \ud30c\ud2b8\ub108\ub85c \uc790\ub9ac\ub9e4\uae40\ud558\uac8c \ud588\uc2b5\ub2c8\ub2e4. \uae30\ubc18 \uae30\uc220: Meta Segment Anything Model (SAM) SAM\uc740 \ucd5c\uc18c\ud55c\uc758 \uc785\ub825\ub9cc\uc73c\ub85c \uc774\ubbf8\uc9c0 \ub0b4 \uc5b4\ub5a4 \uac1d\uccb4\ub4e0 \uc2dd\ubcc4\ud558\uace0 \uc724\uacfd\uc744 \uc9c0\uc815\ud560 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ub41c \uc624\ud508\uc18c\uc2a4\uc758 \ucef4\ud4e8\ud130 \ube44\uc804 \ubaa8\ub378\uc785\ub2c8\ub2e4. \ub9d0\uadf8\ub300\ub85c \u201c\ubaa8\ub4e0 \uac78 \ubd84\ud560\ud558\ub294(Segment Anything)\u201d \ubaa8\ub378\uc774\uc8e0. \ub192\uc740 \ubc94\uc6a9\uc131\uacfc \uc815\ud655\ub3c4\ub97c \ubc14\ud0d5\uc73c\ub85c \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ud65c\uc6a9\ub418\uace0 \uc788\uc73c\uba70, \ud2b9\ud788 \ud574\ubd80\ud559\uc801 \uad6c\uc870\uc758 \uc815\ubc00\ud55c \ubd84\ud560\uc774 \uc9c4\ub2e8\uacfc \uce58\ub8cc \uacc4\ud68d\uc5d0 \ub9e4\uc6b0 \uc911\uc694\ud55c \uc758\ub8cc \ubd84\uc57c\uc5d0\uc11c \uae30\ubcf8\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4. SwiftMedSAM SAM\uc758 \uc131\ub2a5\uc744 \uc758\ub8cc\uc601\uc0c1 \ubd84\uc57c\uc5d0 \uc801\uc6a9\ud558\uae30 \uc704\ud574 MedSAM\uc740 110\ub9cc \uac1c \uc774\uc0c1\uc758 \uc758\ub8cc \uc774\ubbf8\uc9c0-\ub9c8\uc2a4\ud06c \uc30d(medical image-mask pairs)\uc744 \uae30\ubc18\uc73c\ub85c \ud559\uc2b5\ub418\uc5b4 \ud6a8\uc728\uc131\uc744 \ud5a5\uc0c1\uc2dc\ucf30\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 LiteMedSAM\uc774\ub77c\ub294 \uc801\uc751\ud615 \ubaa8\ub378\uc774 \uac1c\ubc1c\ub418\uc5c8\uc2b5\ub2c8\ub2e4. MediSC \ud300\uc740 LiteMedSAM\uc744 \uae30\ubc18\uc73c\ub85c, \ub9e4\uc6b0 \uc81c\ud55c\ub41c \ud658\uacbd\uc5d0\uc11c\ub3c4 \ud65c\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ub41c \ucd08\uacbd\ub7c9 \ud504\ub86c\ud504\ud2b8 \uae30\ubc18 \ubc94\uc6a9 \uc758\ub8cc\uc601\uc0c1 \ubd84\ud560 \ubaa8\ub378\uc778 SwiftMedSAM\uc744 \uac1c\ubc1c\ud588\uc2b5\ub2c8\ub2e4. SwiftMedSAM\uc740 LiteMedSAM\uc758 \uc774\ubbf8\uc9c0 \uc778\ucf54\ub354\uc640 \ub9c8\uc2a4\ud06c \ub514\ucf54\ub354\uc5d0 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \ucd5c\uc801\ud654\ub97c \uc801\uc6a9\ud558\uc5ec \ubaa8\ub378 \ud06c\uae30\uc640 \uc5f0\uc0b0 \ubcf5\uc7a1\ub3c4\ub97c \uc904\uc600\uc2b5\ub2c8\ub2e4. \uadf8 \uacb0\uacfc, SwiftMedSAM\uc740 590\ub9cc \uac1c\uc758 \ud30c\ub77c\ubbf8\ud130\ub97c \uac16\uac8c \ub418\uc5c8\uc73c\uba70, \uc774\ub294 LiteMedSAM \ub300\ube44 40% \uac10\uc18c\ud55c \uc218\uce58\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud30c\ub77c\ubbf8\ud130 \uac10\uc18c\ub294 \ub354 \ube60\ub978 \ubaa8\ub378 \uc131\ub2a5\uacfc \ub0ae\uc740 \ub9ac\uc18c\uc2a4 \uc0ac\uc6a9, \ubcf4\ub2e4 \uc6a9\uc774\ud55c \ubc30\ud3ec, \uadf8\ub9ac\uace0 \ube44\uc6a9 \uc808\uac10\uc758 \ud6a8\uacfc\ub97c \ub0b3\uc2b5\ub2c8\ub2e4. SwiftMedSAM\uc758 \uc758\uc758 \uc790\uc6d0\uc774 \uc81c\ud55c\ub41c \ud658\uacbd\uc5d0\uc11c\uc758 \ud65c\uc6a9: SwiftMedSAM\uc758 \ud070 \uac15\uc810 \uc911 \ud558\ub098\ub294 \ub0ae\uc740 \uc5f0\uc0b0 \ube44\uc6a9\uc73c\ub85c\ub3c4 \uace0\ud488\uc9c8 \ubd84\ud560\uc744 \uad6c\ud604\ud560 \uc218 \uc788\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \uc774\ub294 \uace0\uc131\ub2a5 \uc7a5\ube44 \uc811\uadfc\uc774 \uc5b4\ub824\uc6b4 \ub18d\ucd0c \uc758\ub8cc\uc2dc\uc124\uc774\ub098 \uac1c\ubc1c\ub3c4\uc0c1\uad6d \ub4f1 \uc790\uc6d0\uc774 \uc81c\ud55c\ub41c \ud658\uacbd\uc5d0\uc11c \ud2b9\ud788 \uc911\uc694\ud569\ub2c8\ub2e4. \uc5f0\uad6c\uc9c4\uc740 \ud6a8\uc728\uc131\uc744 \uc704\ud574 \ubaa8\ub378\uc744 \ucd5c\uc801\ud654\ud568\uc73c\ub85c\uc368, \ub178\ud2b8\ubd81\uc774\ub098 \uc5e3\uc9c0 \ub514\ubc14\uc774\uc2a4\ub9cc \ubcf4\uc720\ud55c \uc758\ub8cc\uae30\uad00\uc5d0\uc11c\ub3c4 \uace0\ub3c4\ud654\ub41c AI\ub97c \ud65c\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \uc811\uadfc\uc131\uc744 \ud655\ub300\ud588\uc2b5\ub2c8\ub2e4. \ub610\ud55c \ud1b5\uc81c\ub41c \uc5f0\uad6c \ud658\uacbd\uc5d0\uc11c\ub294 \uc798 \uc791\ub3d9\ud558\uc9c0\ub9cc \uc2e4\uc81c \uc784\uc0c1\uc5d0\uc11c\ub294 \uc131\ub2a5\uc774 \ub5a8\uc5b4\uc9c0\ub294 \uae30\uc874 AI \ubaa8\ub378\ub4e4\uacfc \ub2ec\ub9ac, SwiftMedSAM\uc740 \uc77c\uc0c1\uc801\uc778 \uc758\ub8cc \ud658\uacbd\uc5d0\uc11c\ub3c4 \uc548\uc815\uc801\uc774\uace0 \uc2e0\ub8b0\uc131 \uc788\uac8c \uc791\ub3d9\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc624\ud508\uc18c\uc2a4 \ubc0f \ucee4\uc2a4\ud130\ub9c8\uc774\uc9d5 \uac00\ub2a5\uc131: Meta\uc758 \uc624\ud508\uc18c\uc2a4 \uc811\uadfc \ubc29\uc2dd\uc744 \uae30\ubc18\uc73c\ub85c MediSC \ud300\uc740 \ubaa8\ub378\uc744 \uc790\uccb4 \uc694\uad6c\uc5d0 \ub9de\uac8c \uc870\uc815\ud558\uace0 \ud30c\uc778\ud29c\ub2dd\ud560 \uc218 \uc788\uc5c8\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \ud22c\uba85\uc131\uacfc \ud1b5\uc81c\ub825\uc744 \ud655\ubcf4\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc9c0\uc5ed\ubcc4 \uc694\uad6c\uc5d0 \ub9de\ucdb0 \uc870\uc815\ub418\uae30 \uc5b4\ub835\uace0 \ub0b4\ubd80 \uad6c\uc870\uac00 \ub4dc\ub7ec\ub098\uc9c0 \uc54a\ub294 \u2018\ube14\ub799\ubc15\uc2a4\u2019 \ud615\ud0dc\uc758 \ub3c5\uc810\ud615 AI \uc194\ub8e8\uc158\uacfc \ub300\ube44\ub429\ub2c8\ub2e4. \ub610\ud55c SwiftMedSAM\uc740 \ud22c\uba85\ud558\uace0 \uc870\uc815 \uac00\ub2a5\ud55c \ud615\ud0dc\ub85c \uc81c\uacf5\ub418\uae30 \ub54c\ubb38\uc5d0, \ud604\uc7a5\uc758 \uc5f0\uad6c\uc790\uc640 \uac1c\ubc1c\uc790\ub4e4\uc774 \uc9c1\uc811 \ubaa8\ub378\uc744 \uac1c\uc120 \ubc0f \ubc1c\uc804\uc2dc\ud0ac \uc218 \uc788\uc5b4 \uc9c0\uc18d\uc801\uc778 \ud601\uc2e0\uacfc \ud611\uc5c5 \ubb38\ud654\ub97c \ucd09\uc9c4\ud569\ub2c8\ub2e4. \uc815\ubc00 \uc758\ub8cc \ubc0f \uc6d0\uaca9 \uc758\ub8cc \ubc1c\uc804\uc5d0 \uae30\uc5ec: SwiftMedSAM\uc758 \uc815\ud655\uc131\uacfc \ud6a8\uc728\uc131\uc740 \u2018\uc801\uc2dc\uc5d0, \uc801\uc808\ud55c \uce58\ub8cc\ub97c, \uc801\ud569\ud55c \ud658\uc790\uc5d0\uac8c \uc81c\uacf5\ud55c\ub2e4\u2019\ub294 \uc815\ubc00 \uc758\ub8cc\uc758 \ud575\uc2ec \ubaa9\ud45c\ub97c \ub4b7\ubc1b\uce68\ud558\uba70, \uc758\ub8cc \uc601\uc0c1\uc758 \uc6d0\uaca9 \ubd84\uc11d \uc218\uc694\uac00 \ucee4\uc9c0\uace0 \uc788\ub294 \uc6d0\uaca9 \uc758\ub8cc \ud658\uacbd\uc5d0\uc11c\ub3c4 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. SwiftMedSAM\uc740 PET, CT \ubc0f MRI \uc601\uc0c1\uc758 \ubd84\ud560 \uc815\ud655\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\uba70, \ud2b9\ud788 PET\uc5d0\uc11c \uac00\uc7a5 \ud070 \uac1c\uc120\uc744 \ubcf4\uc600\uc2b5\ub2c8\ub2e4. \ub2e4\uc774\uc2a4 \uc720\uc0ac\ub3c4 \uacc4\uc218(Dice Similarity Coefficient, DSC)\ub294 AI\uac00 \uc608\uce21\ud55c \ubd84\ud560 \uacb0\uacfc\uc640 \uc804\ubb38\uac00\uac00 \ub77c\ubca8\ub9c1\ud55c \ubd84\ud560 \uacb0\uacfc\uac00 \uc5bc\ub9c8\ub098 \uacb9\uce58\ub294\uc9c0\ub97c \uce21\uc815\ud558\ub294 \uc9c0\ud45c\ub85c, 0\uc740 \ubd88\uc77c\uce58, 1\uc740 \uc644\uc804 \uc77c\uce58\ub97c \uc758\ubbf8\ud569\ub2c8\ub2e4. PET\uc758 DSC\ub294 55.10%\uc5d0\uc11c 68.87%\ub85c \uc0c1\uc2b9\ud574 PET \ubd84\ud560 \uc815\ud655\ub3c4\uac00 \ud06c\uac8c \ud5a5\uc0c1\ub41c \uac83\uc73c\ub85c \ub098\ud0c0\ub0ac\uc2b5\ub2c8\ub2e4. \uba40\ud2f0 \ubaa8\ub2ec\ub9ac\ud2f0(Multi-Modality) \uc758\ub8cc \uc601\uc0c1 \uc9c0\uc6d0: SwiftMedSAM\uc740 CT, MRI, PET, X-ray, \ucd08\uc74c\ud30c, \uc720\ubc29\ucd2c\uc601\uc220, OCT, \ub0b4\uc2dc\uacbd, \uc548\uc800(fundus), \ud53c\ubd80\ud655\ub300\uacbd(dermoscopy), \ud604\ubbf8\uacbd \uc774\ubbf8\uc9c0\uae4c\uc9c0 \ucd1d 11\uac00\uc9c0 \uc758\ub8cc \uc601\uc0c1 \ubaa8\ub2ec\ub9ac\ud2f0\uc5d0\uc11c \ubd84\ud560 \uc791\uc5c5\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc544\ub798 \uc774\ubbf8\uc9c0\ub294 \ucd08\uc74c\ud30c \uc601\uc0c1\uc758 \uc2e0\uc7a5 \ubd84\ud560(a), CT\uc5d0\uc11c\uc758 \ud3d0 \uc885\uc591 \uc601\uc5ed \ubd84\ud560(b), \uadf8\ub9ac\uace0 \ub300\ube44\uac00 \ub0ae\uace0 \uacbd\uacc4\uac00 \ubd88\uba85\ud655\ud55c \uae4c\ub2e4\ub85c\uc6b4 X-ray \uc601\uc0c1(c, d) \ub4f1 \ub2e4\uc591\ud55c \uc601\uc0c1 \ubaa8\ub2ec\ub9ac\ud2f0\uc5d0\uc11c\uc758 \ubd84\ud560 \uc131\ub2a5\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc2e4\uc81c \uc784\uc0c1 \uc801\uc6a9 \uc11c\uc6b8\ub300\ud559\uad50\ubcd1\uc6d0\uc5d0\uc11c\ub294 SwiftMedSAM\uc744 \uc774\ubbf8 \uc218\uc220 \uc804, \uc218\uc220 \uc911, \uc218\uc220 \ud6c4 \uc804 \uacfc\uc815\uc5d0 \uac78\uccd0 \ud65c\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2e4\uc81c \uc784\uc0c1 \ud65c\uc6a9 \uc0ac\ub840\ub294 \ubaa8\ub378\uc758 \ud3ed\ub113\uc740 \ubc94\uc6a9\uc131\uacfc \ud658\uc790 \uad00\ub9ac\uc758 \ubaa8\ub4e0 \ub2e8\uacc4\uc5d0\uc11c \uc758\ub8cc\uc9c4\uc744 \uc9c0\uc6d0\ud560 \uc218 \uc788\ub294 \uc5ed\ub7c9\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uacb0\uc815\uc801\uc73c\ub85c, SwiftMedSAM\uc758 \uac1c\ubc1c\uacfc \uc11c\uc6b8\ub300\ud559\uad50\ubcd1\uc6d0 \ub0b4 \ub3c4\uc785\uc740 \uc774\uaddc\uc5b8 \uad50\uc218\uc640\uc758 \uc784\uc0c1 \ud30c\ud2b8\ub108\uc2ed\uc744 \ud1b5\ud574 \ub354\uc6b1 \uac15\ud654\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uaddc\uc5b8 \uad50\uc218\ub294 <SwiftMedSAM: An Ultra-lightweight Prompt-Based Universal Medical Image Segmentation Model for Highly Constrained Environments>\uc758 \uacf5\ub3d9 \uc800\uc790\ub85c\ub3c4 \ucc38\uc5ec\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud611\uc5c5\uc740 \ubaa8\ub378\uc774 \uc2e4\uc81c \uc784\uc0c1 \ud604\uc7a5\uc758 \uc694\uad6c\uc640 \uc0c1\ud669\uc5d0 \uae34\ubc00\ud788 \ubd80\ud569\ud558\ub3c4\ub85d \ud574\uc8fc\uba70, \uae30\uc220\uc801 \ud601\uc2e0\uacfc \ud658\uc790 \uc9c4\ub8cc \uc0ac\uc774\uc758 \uac04\uadf9\uc744 \uc904\uc774\ub294 \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubbf8\ub798 \uc804\ub9dd: \uc758\ub8cc\uc601\uc0c1 \ubd84\uc57c\uc5d0\uc11c\uc758 AI \ud601\uc2e0 \uc11c\uc6b8\ub300\ubcd1\uc6d0\uc5d0\uc11c SwiftMedSAM\uc774 \ubcf4\uc5ec\uc900 \uc131\uacfc\ub294 \uc2dc\uc791\uc810\uc5d0 \ubd88\uacfc\ud569\ub2c8\ub2e4. Meta\uc758 Segment Anything\uacfc \uac19\uc740 \uc624\ud508\uc18c\uc2a4 AI \ubaa8\ub378\uc774 \uc9c0\uc18d\uc801\uc73c\ub85c \ubc1c\uc804\ud568\uc5d0 \ub530\ub77c, \uc758\ub8cc\uc601\uc0c1 \ubd84\uc57c\uc5d0\uc11c\ub294 \ub354 \ud070 \uc9c4\uc804\uc774 \uc774\uc5b4\uc9c8 \uac83\uc73c\ub85c \uae30\ub300\ub429\ub2c8\ub2e4. \uba40\ud2f0\ubaa8\ub2ec \ub370\uc774\ud130 \ud1b5\ud569: \ud5a5\ud6c4 \ubaa8\ub378\ub4e4\uc740 \uc758\ub8cc\uc601\uc0c1\ubfd0 \uc544\ub2c8\ub77c \uc804\uc790\uc758\ubb34\uae30\ub85d, \uc720\uc804\uccb4 \uc815\ubcf4 \ub4f1 \ub2e4\uc591\ud55c \ub370\uc774\ud130\ub97c \ud568\uaed8 \ubd84\uc11d\ud574, \ud658\uc790\ub97c \ubcf4\ub2e4 \uc885\ud569\uc801\uc73c\ub85c \uc774\ud574\ud560 \uc218 \uc788\ub294 \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud558\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc628\ub514\ubc14\uc774\uc2a4 \ubd84\uc11d: \ud6a8\uc728\uc131\uc774 \ub354\uc6b1 \uac1c\uc120\ub41c\ub2e4\uba74 \ud734\ub300\uc6a9 \uae30\uae30\uc5d0\uc11c\ub3c4 \uc2e4\uc2dc\uac04 \ubd84\uc11d\uc774 \uac00\ub2a5\ud574\uc838, \uace0\ub3c4\ud654\ub41c \uc9c4\ub2e8 \uae30\uc220\uc744 \ud658\uc790 \uc9c4\ub8cc \ud604\uc7a5\uc5d0\uc11c \ubc14\ub85c \uc81c\uacf5\ud560 \uc218 \uc788\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4. \uae00\ub85c\ubc8c \uacf5\ub3d9 \uc5f0\uad6c: \uc624\ud508\uc18c\uc2a4 \ubaa8\ub378\uc740 \uc804 \uc138\uacc4 \uc5f0\uad6c\uc790\ub4e4\uc758 \uc9c4\uc785 \uc7a5\ubcbd\uc744 \ub0ae\ucdb0 \ud601\uc2e0 \uc18d\ub3c4\ub97c \ub192\uc774\uace0, AI \ubc1c\uc804\uc758 \ud61c\ud0dd\uc774 \ud48d\ubd80\ud55c \uc790\uc6d0\uc744 \uac00\uc9c4 \uc18c\uc218\ub9cc \uc544\ub2c8\ub77c \ubaa8\ub4e0 \ucee4\ubba4\ub2c8\ud2f0\uc5d0 \uace0\ub974\uac8c \ub3cc\uc544\uac00\ub3c4\ub85d \ud569\ub2c8\ub2e4. SwiftMedSAM\uc740 \uc758\ub8cc \ubd84\uc57c\uc5d0\uc11c \uac1c\ubc29\uc801\uc774\uace0 \uc801\uc751 \uac00\ub2a5\ud55c AI \ubaa8\ub378\uc774 \uc9c0\ub2cc \ubcc0\ud601\uc801 \uc7a0\uc7ac\ub825\uc744 \uc798 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. 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