Medical Dataset Management System for Multi-Center Clinical Research

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㧊㿿㎃ڌ_{ڇٻₖ㔏㰚}ڌ_{ڇٻₖ㰖㠎}ڌ_{ڇٻ⏎㔲䡫}ڌ_{ڇٻₖ䌲䤞}ڌڇڎ_{ڇٻ㥺ῢ䞮}ڌڇڍڇڎ_{ڇٻ㩫㺓㤦}ڌڇڎ_ٻ ڌ_{㤦ὧ╖䞯ᾦٻ㦮⬢㦋䞿㡆ῂ㎒䎆ٻ} ڍ_{㤦ὧ╖䞯ᾦٻ㦮ὒ╖䞯ٻ㡗㌗㦮䞯ὒٻ} ڎ_{㤦ὧ╖䞯ᾦ⼧㤦ٻ㓺Ⱎ䔎䡂㓺 ڤگٻ㌂㠛┾}

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e-mail : {cslee99, koch369369, kakasky112, nosij123, tae_hoonkim, khy1646, mediblue}@wku.ac.kr

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Medical Dataset Management System for Multi-Center Clinical

Research

Chung-Sub leeڌ_{, Seung-Jin Kim}ڌ_{, Ji-Eon Kim}ڌ_{, Si-Hyeong No}ڌ_{, Tae-Hoon Kim}ڌڇڎ_,

Kwon-Ha Yoonڌڇڍڇڎ_{, Chang-Won Jeong}ڌڇڎ

ڌ_{Medical Convergence Research Center, Wonkwang University} ڍ_{Dept of Radiology, Wonkwang University School of Medicine and Hospital}

ڎ_{Smart Health IT Center, Wonkwang University Hospital}

ٻ 㣪ٻٻٻٻٻٻٻٻ㟓ٻٻ ⽎ٻ⏒ⶎ㦖ٻῃ㩲䚲㭖䢪㧎ٻڪڣڟڮڤٻڪڨڪګڈڞڟڨ 㦮ٻ䢫㧻㦒⪲ٻ㦮⬢㡗㌗ٻ䚲㭖₆⹮㦮ٻڭںڞڟڨ 㦒⪲ٻ⼖䢮䞮ἶٻ ⁎ٻ◆㧊䎆⯒ٻ₆⹮㦒⪲ٻ┺₆ὖٻ㧚㌗㡆ῂ⯒ٻ㥚䞲ٻὖⰂ㔲㓺䎲㠦ٻ╖䟊ٻ₆㑶䞲┺ډٻ㧊⯒ٻ㥚䟊ٻ₆㫊ٻὋ䐋 ◆㧊䎆⳾◎ὒٻ㡆Ἒ㠦ٻ㭧㩦㦚ٻ⚦㠊ٻڟڤڞڪڨٻ䌲⁎㩫⽊⯒ٻ₆⹮㦒⪲ٻ㦮⬢㡗㌗ٻ䚲㭖ٻ⳾◎㦮ٻ㓺䋺Ⱎ㢖ٻ┺₆ ὖٻ㡆ῂ⯒ٻ 㥚䞲ٻ ڭۀۋۊۍۏٻ 㩫⽊⯒ٻ 䙂䞾䞮㡂ٻ ⳾◎Ⱇ䞮㡖┺ډٻ 㧊⯒ٻ ₆⹮㦒⪲ٻ Ⲏ㔶⩂┳ٻ ₆㑶Ṳ⹲㦚ٻ 㥚䞲ٻ ◆㧊䎆ٻ㎡ٻ㌳㎇ὒٻὖⰂ⯒ٻ㥚䞲ٻ㥏ٻ₆⹮ٻ㔲㓺䎲ٻῂ㫆㢖ٻ₆⓻㠦ٻ╖䟊㍲ٻ₆㑶䞲┺ډٻ⊳㦒⪲ٻῂ䡚♲ٻ㔲㓺䎲㠦㍲ٻ㩲Ὃ䞮⓪ٻ㥏ٻ㍲゚㓺ٻ㑮䟟ٻἆὒ⯒ٻ⽊㧎┺ډٻ ٻ ٻ

1_{This study was supported by the Korea Health Technology R&D Project through the Korea Health Industry Development}

Institute(KHIDI), funded by the Ministry of Health & Welfare(HI18C1216, HI18C2383) and the Technology Innovation Program (or Industrial Strategic Technology Development Program(20001234).

ڌډ ㍲⪶ٻ 㩲 ڏ 㹾ٻ㌆㠛䡗ⳛ㦮ٻ䟋㕂ٻ₆㑶㧎ٻ㌂ⶒ㧎䎆⎍ڇٻ㧎Ὃ 㰖⓻ڇٻ䋊⧒㤆✲ڇٻ゛◆㧊䎆⓪ٻ㦮⬢ٻ㍲゚㓺㦮ٻ䕾⩂┺㧚㦚ٻ ⼖䢪㔲䋺ἶٻ 㧞┺ڶڌڸډٻ 䔏䧞ڇٻ 㧚㌗◆㧊䎆₆⹮㦮ٻ 㧎 Ὃ㰖⓻ڃڜڤڄڇٻ ゛◆㧊䎆ٻ ⿚㍳ٻ ὖ⩾ٻ ₆㠛㧊ٻ  ㎇㧻䞮ἶٻ 㧞┺ڶڍڸډٻ㾲⁒ ڌ 㹾⼧㤦ὒٻڍڇٻڎ 㹾⼧㤦Ṛٻ㰚┾ὒٻ㻮⹿ٻ ❇ٻ 㰚⬢₆⪳㦚ٻ ᾦ⮮䞮⓪ٻ 㔲㓺䎲㦚ٻ ῂ㿫䞮⓪ٻ ㌂㠛㦚ٻ ῃṖ㩗㦒⪲ٻ㿪㰚䞮ἶٻ㧞┺ډٻ㧊⩂䞲ٻ㔲㓺䎲ٻṲ⹲㠦ٻ㧞㠊㍲ٻ Ṗ㧻ٻ 㭧㣪䞲ٻ 㣪㏢⓪ٻ 䚲㭖䢪ٻ 㡆Ἒ⳾✞ٻ ἶ☚䢪⯒ٻ 㥚䟊ٻ ῃ㩲䚲㭖䢪ٻ 㣿㠊ڃڮکڪڨڠڟںڞگڄ⯒ٻ ㌂㣿䞲┺ډٻ 㧊㢖ٻ ὖ⩾䞮㡂ٻ ڪڣڟڮڤڃڪڽێۀۍۑڼۏۄۊۉڼۇٻ ڣۀڼۇۏۃٻ ڟڼۏڼٻ ڮھۄۀۉھۀٻ ڼۉڿٻ ڤۉہۊۍۈڼۏۄھێڄ㠦㍲ٻ 㩲㞞䞮⓪ٻ Ὃ䐋◆㧊䎆⳾◎ ڃڞڟڨڄڶڎڸ㦖ٻ 㧚㌗◆㧊䎆₆⹮ٻ 㡆ῂ⯒ٻ 㥚䞲ٻ 㦮⬢㩫⽊㦮ٻ 䚲㭖䢪㠦ٻ╖䞲ٻ╖䚲㩗㧎ٻ⳾◎㧊┺ډٻ㧊⯒ٻ₆⹮㦒⪲ٻ┺ ₆ὖٻὋ☯㡆ῂٻ䝢⨁䙒㦒⪲ٻ⿚㌆䡫ٻ⹪㧊㡺䡂㓺ٻ゛◆㧊䎆ٻ 䝢⨁䙒ڃڡڠڠڟڠڭڈکڠگڄ㧊ٻ Ṳ⹲♮㠊ٻ ῃ⌊㣎ٻ Ὃ☯㡆ῂ Ṗٻ䢲⹲䞮Ợٻ㰚䟟♮ἶٻ㧞┺ڶڎڸډٻ⁎☯㞞ٻ㤆Ⰲ⓪ٻڪڨڪګڈ ڞڟڨ 㦚ٻ₆⹮㦒⪲ٻ㦮⬢㡗㌗䚲㭖㧎 ڟڤڞڪڨ 㦮ٻ䌲⁎ٻ㩫⽊ ⯒ٻ 㿪㿲䞮㡂ٻ Ⲫ䌖◆㧊䎆㦮ٻ 䚲㭖䢪㢖ٻ 㦮⬢㡗㌗◆㧊䎆㦮ٻ ὖⰂ㠦ٻ 㭧㩦㦚ٻ ⚪ٻ ڭںڞڟڨ 㦚ٻ 㩲㞞䞮㡖┺ډٻ 㤆ⰂṖٻ 㩲㞞䞲 ڭںڞڟڨ 㦖ٻⲎ㔶⩂┳ٻ㡆ῂ⯒ٻ㥚䞲ٻ䚲㭖䢪♲ٻ㦮⬢ 㡗㌗ٻ ◆㧊䎆㎡㦚ٻ Ỗ㌟䞮㡂ٻ ┺㟧䞲ٻ 䡫䌲⪲ٻ ㌳㎇䞶ٻ ㈦ Ⱒٻ 㞚┞⧒ٻ ┺₆ὖٻ Ὃ☯㡆ῂ⯒ٻ 㥚䞲ٻ 䚲㭖䢪♲ٻ 㡗㌗㩫⽊⯒ٻ 㑮㰧䞮ἶڇٻ 㧋ⳛ䢪♲ٻ ◆㧊䎆⯒ٻ Ὃ㥶䞶ٻ 㑮ٻ 㧞┺ډٻ ⁎⩂⋮ٻ㔺㩲ٻ䢲㣿䞮₆ٻ㥚䟊㍲⓪ٻ㑮㰧♲ٻ㦮⬢㡗㌗₆⹮ 㦮ٻ◆㧊䎆㎡ٻ㈦Ⱒٻ㞚┞⧒ٻ㦮⬢㡗㌗㠦ٻ╖䞲ٻ㍺ⳛ㦚ٻⰂ 䙂䔎䞮⓪ٻ ₆⓻㧊ٻ 㣪ῂ♮㠞┺ډٻ ⁎Ⰲἶٻ ┺₆ὖٻ 㡗㌗㩫⽊⯒ٻ ὖⰂ䞮₆ٻ 㥚䞲ٻ 㧊㰞㎇ٻ ⶎ㩲ڃڟڤڞڪڨٻ 䠺▪ٻ 㩫⽊ڇٻ 䕢㧒ٻ䢫㧻㧦ٻ❇ڄ⯒ٻ䟊ἆ䟊㟒ٻ䟞┺ډٻٻ ⽎ٻ⏒ⶎ㠦㍲⓪ٻ 㥏ٻ₆⹮㦒⪲ٻ┺㧦Ṛٻ㧚㌗㡆ῂ⯒ٻ㥚䞲ٻ㦮⬢㡗㌗ٻ◆㧊䎆ٻ㎡ٻὖⰂٻ㔲㓺䎲㠦ٻ╖䟊㍲ٻ₆㑶䞲 ┺ډٻ ٻ ڍډ ὖ⩾ٻ㡆ῂٻ ڪڨڪګڈڞڟڨ 㦖ٻ 㩫䡫䢪♲ٻ 㧚㌗◆㧊䎆⯒ٻ 䚲㭖䢪䞮⓪◆ٻ 㭧㩦㦚ٻ⚦ἶٻ㧞┺ډٻ⁎⩂⋮ٻ㾲⁒ٻ㥶㩚㼊ڇٻ㡗㌗ٻ⁎Ⰲἶٻ ㌳㼊㔶䢎㢖ٻṯ㦖ٻ゚㩫䡫ٻ◆㧊䎆㦮ٻ䚲㭖䢪⪲ٻ䢫㧻䞮ἶٻ 㧞┺ډٻ 䔏䧞ڇٻ 䡚㨂ٻ ṗٻ ⼧㤦㠦㍲⓪ٻ ګڜڞڮ ⯒ٻ ㌂㣿䞮㡂ٻ ڟڤڞڪڨ ῃ㩲ٻ䚲㭖㦚ٻ㭖㑮䞮㡂ٻ㩖㧻䞮ἶٻ㧞㦒⋮ٻ㧊⩂䞲ٻ ⹿╖䞲ٻ 㟧㦮ٻ ◆㧊䎆Ṗٻ 㧞▪⧒☚ٻ 㔺㩲ٻ 㧚㌗㡆ῂ⯒ٻ 㥚䟊㍲⓪ٻṗٻ㰞䢮ٻ⼚⪲ٻ㾲㩗䢪♲ٻ㧚㌗ٻ䝚⪲䏶䆲㠦ٻ㦮䞲ٻ ㍶⼚ڇٻ 䟋㕂㩗㧎ٻ 㦮⬢㡗㌗㠦ٻ 㩖㧻♮⓪ٻ 㦮⬢㩫⽊₢㰖ٻ

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-2020 온라인 춘계학술발표대회 논문집 제27권 제1호 (-2020. 5)

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䚲㭖䢪♮㠊ٻ㩖㧻♮㠊㟒ٻ䞲┺ڶڏڸډٻ㧊㢖ٻὖ⩾䞮㡂ٻ㑮䟟 ♲ٻ㡆ῂ⓪ٻῃ⌊㣎㠦㍲☚ٻ⹎䦷䞮Ⳇٻ▪㤇㧊ٻ㦮⬢₆ὖ⼚ٻ 㦮⬢㡗㌗㦮ٻ 䚲㭖䢪♲ٻ 㩫⽊ٻ 㠜㧊ٻ 㧎Ὃ㰖⓻ٻ 䞯㔋ٻ 㡆ῂ 㠦ٻ 㩗㣿䞮₆㠦⓪ٻ 㠊⩺㤖㧊ٻ 㧞┺ڶڐڸډٻ ⡦䞲ٻ 㧎Ὃ㰖⓻ٻ 䞯㔋㦚ٻ 㥚䟊㍲⓪ٻ ⹿╖䞲ٻ 㟧㦮ٻ 㦮⬢㡗㌗ٻ ◆㧊䎆Ṗٻ 㣪 ῂ♮Ⳇڇٻ 㧎Ὃ㰖⓻ٻ 㞢ἶⰂ㯮㦮ٻ 㾲㩗䢪㠦ٻ 䞚㣪䞲ٻ Ỗ㯳ٻ ⹥ٻ䎢㓺䔎ٻ◆㧊䎆ٻ 㑮㰧☚ٻ ⰺ㤆ٻ㠊⪋┺ډٻ 㧊⩂䞲ٻ ⶎ㩲㩦㦚ٻ 䟊ἆ䞮₆ٻ 㥚䟊ٻ 㦮⬢㡗㌗㠦ٻ ╖䞲ٻ 䚲㭖䢪㦮ٻ 㣪ῂ ㌂䟃㦚ٻ㩫Ⰲ䞮㡖ἶڇٻ₆㫊㦮ٻڪڨڪګڈڞڟڨ ὒٻ㡆Ἒ䞮㡂ٻ䢫㧻ٻ ⳾◎㦚ٻ 㩲㔲䞮㡖┺ڶڑڸډٻ ⡦䞲ٻ ┺₆ὖٻ Ὃ☯㡆ῂ⯒ٻ 㥚䞲ٻ 㡗㌗◆㧊䎆㠦ٻ ╖䞲ٻ Ⰲ䙂䔎ٻ ₆㑶㠦ٻ ╖䞲ٻ 㣪ῂ㌂䟃㠦ٻ ➆⧒ٻ₆㫊ٻ㩲㔲䞲ٻ ڭںڞڟڨٻ ὖⰂٻ㔲㓺䎲㦚ٻṲ㍶䞮 ἶ㧦ٻ䞲┺ډٻ ٻ ڎ ڎډ 㩲㞞ٻ㔲㓺䎲ٻ ⽎ٻ⏒ⶎ㠦㍲ٻ㩲㞞䞮⓪ٻ┺₆ὖٻ㧚㌗㡆ῂ⯒ٻ㥚䞲ٻ㦮 ⬢ٻ◆㧊䎆ٻ㎡ٻὖⰂٻ㔲㓺䎲㦖ٻṗٻ₆ὖ㠦㍲ٻ㑮㰧䞲ٻ◆ 㧊䎆⯒ٻڭںڞڟڨٻ₆⹮㦮ٻ䚲㭖䢪♲ٻ◆㧊䎆⪲ٻ⼖䢮䞮㡂ٻ䞾 ℮ٻ Ὃ㥶䞮ἶٻ 䟊╏ٻ 㡗㌗㠦ٻ ╖䞲ٻ ڭۀۋۊۍۏ ⯒ٻ 㧧㎇䞮㡂ٻ ┺₆ὖٻ Ὃ☯㡆ῂṖٻ Ṗ⓻䞮☚⪳ٻ Ṳ⹲♮㠞┺ډٻ ⽎ٻ 㔲㓺䎲㦮ٻῂ㫆⓪ٻ┺㦢ٻ⁎Ⱂٻڌ ὒٻṯ┺ډٻٻ ٻ ٻ ڃ⁎Ⱂٻڌڄٻ┺₆ὖٻ㦮⬢ٻ◆㧊䎆㎡ٻὖⰂٻ㔲㓺䎲ٻ ٻ ڭۀڼھۏٻڰڤٻ ڧۄڽۍڼۍ۔ٻ₆⹮㦮ٻڡۍۊۉۏڈڠۉڿٻڃڲۀڽٻڞۇۄۀۉۏڄ 㢖ٻ ګ۔ۏۃۊۉٻ ڟۅڼۉۂۊٻ ڭۀێۏٻ ڡۍڼۈۀےۊۍۆٻ ₆⹮㦮ٻ ڝڼھۆڈڠۉڿٻ ڃڭڠڮگٻڜګڤٻڮۀۍۑۀۍڄ⯒ٻ㍺Ἒ䞮㡖┺ډٻ⡦䞲ڇٻṗٻ₆ὖ㠦㍲ٻ ⹲㌳♮⓪ٻ╖⨟㦮ٻ㦮⬢ٻ◆㧊䎆⯒ٻ㑮㰧䞮₆ٻ㥚䟊ٻکۂۄۉۓٻ 㥏ٻ㍲⻚㢖ٻڨۀێێڼۂۀٻڬېۀېۀڇٻگڼێۆٻڲۊۍۆۀۍ 㦚ٻ䐋䟊ٻ゚☯ ₆ٻ⿚㌆ٻ㠛⪲✲ٻ⹿㔳㦚ٻ☚㧛䞮㡖┺ډٻ㦮⬢₆ὖ㦮ٻ◆㧊䎆ٻὖⰂٻ㔲㓺䎲㦖ٻ䢮㧦ٻ㩫⽊⯒ٻ゚㔳⼚䢪ٻ䟊㟒䞮₆ٻ➢ ⶎ㠦ٻ 㧋ⳛ䢪ڃڜۉۊۉ۔ۈۄەۀڄ⯒ٻ 㰖㤦䞮ἶٻ ڞۇۄۀۉۏ 㢖ٻ ڮۀۍۑۀۍٻṚ㦮ٻ䐋㔶䝚⪲䏶䆲㦚ٻ㞪䢎䢪䞮㡂ٻ㩚㏷♲ٻ䢮㧦ٻ 㩫⽊ٻ ⹥ٻ ◆㧊䎆㠦ٻ ╖䞲ٻ ⽊㞞㦚ٻ 㥶㰖䞮☚⪳ٻ ڮڮڧڕ⽊㞞ٻ ㏢䅩ٻἚ䂋ڃڮۀھېۍۀٻڮۊھۆۀۏێٻڧڼ۔ۀۍڄٻ䝚⪲䏶䆲㦚ٻ㰖㤦䞮 ἶٻ㧞┺ډٻٻٻ ٻ ڎڈڌډٻ㦮⬢㡗㌗㩫⽊ٻ䚲㭖䢪⯒ٻ㥚䞲ٻ◆㧊䎆⻶㧊㓺ٻ㍺Ἒٻ ⽎ٻ⏒ⶎ㠦㍲ٻ㩲㞞䞲ٻ┺₆ὖٻ㧚㌗㡆ῂ⯒ٻ㥚䞲ٻ㦮⬢ٻ ◆㧊䎆ٻ㎡ٻὖⰂٻ㔲㓺䎲㦮ٻڟڝٻ㍺Ἒ⓪ٻ┺㦢ٻ⁎Ⱂٻڍ 㢖ٻ ṯ┺ډٻ◆㧊䎆⻶㧊㓺⓪ٻ䋂Ợٻڭڼڿۄۊۇۊۂ۔ٻڞڟڨٻ₆⹮㦮ٻ㦮 ⬢㡗㌗ٻ䚲㭖䢪⯒ٻ㥚䟊ٻڟڤڞڪڨٻ䌲⁎ٻ㩫⽊⪲⿖䎆ٻ㿪㿲♮ ⓪ٻ ◆㧊䎆ٻ ㎡㦮ٻ 㾂㡗ٻ 㩫⽊⯒ٻ 㩖㧻䞮₆ٻ 㥚䞲ٻ ڭڼڿۄۊۇۊۂ۔ٻڪھھېۍۍۀۉھۀٻ䎢㧊なὒٻṗٻ◆㧊䎆ٻ㎡㠦ٻ䙂䞾 ♲ٻ 㧊⹎㰖✺㠦ٻ ╖䞲ٻ 㩫⽊⯒ٻ 㩖㧻䞮⓪ٻ ڭڼڿۄۊۇۊۂ۔ٻ ڤۈڼۂۀٻ䎢㧊な⪲ٻ㍺Ἒ䞮㡖┺ډٻ ٻ ٻ ڃ⁎Ⱂٻڍڄٻڭںڞڟڨ 㦚ٻ㥚䞲ٻ◆㧊䎆⻶㧊㓺ٻ㓺䋺Ⱎٻ ⡦䞲ڇٻ ṗٻ ◆㧊䎆ٻ ㎡㦮ٻ 㩫⽊⯒ٻ 䚲㭖䢪䞮₆ٻ 㥚䟊㍲ٻ ⼧㤦ٻ⼚ٻ㾂㡗ٻ㫆Ị㧊ٻ╊₊ٻڭڼڿۄۊۇۊۂ۔ٻګۍۊۏۊھۊۇڇٻ㠊⟺ٻ 㰞䢮㠦ٻ ╖䞲ٻ 㡗㌗㧎㰖⯒ٻ 䕦┾䞶ٻ 㑮ٻ 㧞⓪ٻ ڭڼڿۄۊۇۊۂ۔ٻ ڞۊۉڿۄۏۄۊۉڇٻ 㠊⟺ٻ 㧦㎎⪲ٻ 㾂㡗♲ٻ 㰖ٻ 䕦┾䞶ٻ 㑮ٻ 㧞⓪ٻ ڭڼڿۄۊۇۊۂ۔ٻ ګۀۍێۊۉٻ ګۊێۄۏۄۊۉڇٻ 㾂㡗♲ٻ ڨۊڿڼۇۄۏ۔ ⯒ٻ 䕦 ┾䞶ٻ 㑮ٻ 㧞⓪ٻ ڭڼڿۄۊۇۊۂ۔ٻ ڨۊڿڼۇۄۏ۔ڇٻ 㦮⬢㡗㌗㦮ٻ ṗ㫛ٻ ┾㥚⯒ٻ䚲㔲䞮⓪ٻڭڼڿۄۊۇۊۂ۔ٻڰۉۄۏێڇٻ㡗㌗㠦ٻ㾂㡗䞲ٻ㧻゚⯒ٻ 䚲㔲䞮⓪ٻ ڭڼڿۄۊۇۊۂ۔ٻ ڟۀۑۄھۀڇٻ 㡗㌗㧊ٻ 㾂㡗♲ٻ ⼧㤦㦚ٻ 䚲㔲䞮⓪ٻ ڭڼڿۄۊۇۊۂ۔ٻ ڣۊێۋۄۏڼۇٻ 㩫⽊ڇٻ 䟊╏ٻ 㡗㌗㦮ٻ㧚㌗㩗ٻ㦮ἂ㦚ٻ ὖⰂ䞮⓪ٻ ڭڼڿۄۊۇۊۂ۔ٻڭۀۋۊۍۏٻ ❇ٻ㧚㌗㡆ῂ㠦ٻ 䞚㣪䞲ٻ 㩫⽊⯒ٻ 㩖㧻䞮₆ٻ 㥚䞲ٻ 䎢㧊な⪲ٻ ㍺ Ἒ䞮㡖┺ٻ ٻ ڎڈڍډٻ┺₆ὖٻ㦮⬢㡗㌗ٻ◆㧊䎆ٻ㑮㰧ٻ ٻ ڃ⁎Ⱂٻڎڄٻڭںڞڟڨٻڲۊۍۆہۇۊےٻ

17

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ٻ 㥏ٻ ₆⹮㦒⪲ٻ ῂ㿫♲ٻ 㔲㓺䎲㦖ٻ ┺ٻ ₆ὖ㦒⪲⿖䎆ٻ 㦮 ⬢㡗㌗ٻ◆㧊䎆⯒ٻ⁎Ⱂٻڎ ὒٻṯ㧊ٻڭںڞڟڨ 㦒⪲ٻ⼖ἓ䞮㡂ٻ ◆㧊䎆⯒ٻ㑮㰧䞶ٻ㑮ٻ㧞┺ډٻڭںڞڟڨ 㦒⪲ٻ䚲㭖䢪䞮㡂ٻ㩖㧻♲ٻ ◆㧊䎆⓪ٻ 䕦☛㦮⪲⿖䎆ٻ 䟊╏ٻ 㡗㌗㦮ٻ ڭۀۋۊۍۏ ⯒ٻ 㧧㎇䞮㡂ٻ㏢ἂ㦚ٻ㧧㎇䞶ٻ㑮ٻ㧞┺ډٻ㧊⩂䞲ٻ㏢ἂ㦚ٻ⹪ 䌫㦒⪲ٻ䔏㩫ٻ㰞䢮ῆ㠦ٻ㎎⿖㩗㧎ٻỖ㌟ٻ㫆Ị㧊ٻ♮㠊ٻ㡆 ῂ㧦✺㠦ٻ㦮䟊㍲ٻ䞚㣪䞲ٻ◆㧊䎆㎡㦚ٻ㌳㎇䞮㡂ٻ㡆ῂ㠦ٻ ㌂㣿♶ٻộ㦒⪲ٻ㩚ⰳ♲┺ٻ 䚲ٻڌ ὒٻṯ㧊ٻڭڼڿۄۊۇۊۂ۔ٻڭۀۋۊۍۏٻ䎢㧊な㦖ٻڭڼڿۄۊۇۊۂ۔ٻ ڪھھېۍۍۀۉھۀٻ گڼڽۇۀ ὒ㦮ٻ 㡆ἆ㎇㦚ٻ ṯ₆ٻ 㥚䟊ٻ ڮۏېڿ۔ٻ ڤۉێۏڼۉھۀٻڰڤڟ ⯒ٻڦۀ۔ ⪲ٻὖⰂ♮ἶٻ㧞ἶٻڭۀۋۊۍۏٻ㌳㎇㧒ڇٻ ڭۀۋۊۍۏٻἆὒ㠦ٻ╖䞲ٻ䅂⩒㦚ٻ䙂䞾䞲┺ډٻ ٻ ڗ䚲ٻڌڙٻڭۀۋۊۍۏ ⯒ٻ㥚䞲ٻ㧚㌗ٻ㩫⽊ٻ

Table Name Column Remarks

Report Table Study Instance UID Occurrence Table Report Table Modality Occurrence Table Report Table Study Date Occurrence Table Report Table Report Create Date Create

Report Table Report Approval Date Create Report Table Report Text Create ٻ ٻڭڼڿۄۊۇۊۂ۔ٻ ڪھھېۍۍۀۉھۀٻ ڧۄێۏ ⓪ٻ ṗٻ ₆ὖ㦒⪲⿖䎆ٻ 㑮㰧♲ٻ◆㧊䎆㦮ٻ㩚㼊⯒ٻ⁎Ⱂٻڏ 㢖ٻṯ㧊ٻ⽊㧎┺ډٻ⡦䞲ٻ ㌂㣿㧦Ṗٻ 㤦䞮⓪ٻ 㫆Ịڃ㰞䢮⼚ڇٻ ❪⹪㧊㓺ڇٻ ⳾╂Ⰲ䕆ٻ ❇ڄ㦒⪲ٻỖ㌟䞶ٻ㑮ٻ㧞┺ډٻ㫖▪ٻ䢫㧻♲ٻỖ㌟ٻ₆⓻㦒⪲ٻ 䔏㩫ٻ 䋺㤢✲㦮ٻ 㧒⿖⿚Ⱒٻ 㧛⩻䟊☚ٻ 䟊╏ٻ ڪھھېۍۍۀۉھۀ ⯒ٻ㺔ἶٻⲖ䕆ٻ䋺㤢✲⯒ٻ㧛⩻䟊☚ٻ䟊╏ٻ䋺㤢✲㠦ٻⰴ⓪ٻ ڪھھېۍۍۀۉھۀ ⯒ٻ Ỗ㌟䞶ٻ 㑮ٻ 㧞⓪ٻ₆⓻㦚ٻ㩲Ὃ䞲┺ډٻ⡦ 䞲ٻ䟊╏ٻ ڭڼڿۄۊۇۊۂ۔ٻ ڪھھېۍۍۀۉھۀٻ ڧۄێۏ 㠦㍲ٻỖ㌟䞲ٻἆ ὒ⯒ٻ◆㧊䎆㎡㦒⪲ٻ㌳㎇䞮㡂ٻ┺㤊⪲✲ٻ⹱㦚ٻ㑮ٻ㧞┺ډٻ ٻ ٻ ڃ⁎Ⱂٻڏڄٻڭڼڿۄۊۇۊۂ۔ٻڪھھېۍۍۀۉھۀٻڧۄێۏٻ ٻ ڎ ڎڈڎډٻ◆㧊䎆ٻ㎡ٻ㌳㎇ٻ⹥ٻ┺㤊⪲✲ٻ 㦮⬢㡗㌗㦚ٻ₆⹮㦒⪲ٻ㧎Ὃ㰖⓻ٻ㡆ῂ⯒ٻ㥚䟊㍲⓪ٻ䟊 ╏ٻ 㡆ῂ⳿㩗㠦ٻ ⰴ⓪ٻ ◆㧊䎆ٻ ㎡㦚ٻ 䢫⽊䞮㡂ٻ ⹮⽋㩗㧎ٻ 䞯㔋㦚ٻ䐋䟊ٻ㞢ἶⰂ㯮㦚ٻṲ⹲䞲┺ډٻ⁎ⰂἶٻṲ⹲♲ٻ㞢 ἶⰂ㯮㠦ٻ ╖䟊㍲ٻ ڤۉۏۀۍۉڼۇڊڠۓۏۀۍۉڼۇ Ỗ㯳㦚ٻ 䐋䟊ٻ Ⱎ ⶊⰂ䞲┺ډٻ 㾲⁒ٻ 㧚㌗㔲䠮㦚ٻ 㥚䞲ٻ ۀڈڞڭڡ 㔲㓺䎲㧊ٻ 㧦 ☯䢪ٻ䕢㧊䝚⧒㧎㦚ٻṖ㰚ٻ㔲㓺䎲㦒⪲ٻ╖㞞㧊ٻ♮㠞㦒⋮ٻ ⰺ⻞ٻ㡆ῂٻ㫛⬢ٻ䞾℮ٻ◆㧊䎆㦮ٻ㨂䢲㣿㧊ٻ⿞Ṗ⓻䞮┺ډٻ ⡦䞲ٻ 㡆ῂ㧦Ṗٻ 㤦䞮⓪ٻ 䡫䌲㦮ٻ ◆㧊䎆ٻ 䙂ⱍ㦒⪲ٻ ㌳㎇䞮₆㠦⓪ٻ 㠊⩺㤖㧊ٻ 㧞┺ډٻ ◆㧊䎆㦮ٻ ′⳾Ṗٻ 㯳Ṗ䞾㠦ٻ ➆⧒㍲ٻ ㌂㣿㧦㦮ٻ 㣪ῂ㠦ٻ ➆⯎ٻ ◆㧊䎆ٻ ㎡㦚ٻ 㧦☯㦒⪲ٻ ㌳㎇䞮⓪ٻ ₆⓻㧊ٻ 䞚㣪䞮┺ډٻ ⁎Ⱂٻ ڐ 㢖ٻ ṯ㧊 ګۃڼێۀڇٻ ګۇڼۉۀٻ䡫䌲㠦ٻ➆⧒ٻ ◆㧊䎆ٻ㎡ٻ┺㤊⪲✲ٻ₆⓻㦚ٻ㍺Ἒ 䞮㡖┺ډٻ ⿚⮮ٻ ₆㭖㦖ٻ 㦮⬢㡗㌗㦮ٻ 䟊⿖䞯㩗ٻ 䙂㰖㎮㠦ٻ ➆⧒㍲ٻ ګۇڼۉۀٻ ڨۊڿۀ ₆⓻㦚ٻ ㍺Ἒ䞮㡖ἶڇٻ 㦮⬢㡗㌗㦮ٻ 㾂㡗ٻ㔲Ṛ㠦ٻ➆⧒㍲ٻګۃڼێۀٻڨۊڿۀ ⯒ٻ㍺Ἒ䞮㡖┺ډٻ◆㧊䎆ٻ㎡ٻ㌳㎇ٻ₆⓻㦚ٻ㩲Ὃ䞾㦒⪲㖾ٻ㧎Ὃ㰖⓻ٻ㡆ῂ⯒ٻ㑮䟟䞮₆ٻ㥚䞲ٻ䞚㣪䞲ٻ◆㧊䎆ٻ㎡㦚ٻ㩲㞞䞲ٻ㔲㓺䎲㦚ٻ䐋䟊㍲ٻ䟊ἆ䞶ٻ㑮ٻ㧞┺ډٻٻ ٻ ٻ ڃ⁎Ⱂٻڐڄٻ䄺㓺䎖ٻ◆㧊䎆ٻ㎡ٻ┺㤊⪲✲ٻ ڎڈڏډٻ┺₆ὖٻ㡆ῂ⯒ٻ㥚䞲ٻڭۀۋۊۍۏٻὖⰂٻ ⏒ⶎ㠦㍲⓪ٻ ┺₆ὖ㠦㍲ٻ 㑮㰧♲ٻ 䚲㭖䢪♲ٻ 㦮⬢㡗㌗㠦ٻ 㧚㌗㩗ٻ 㦮⹎⯒ٻ ⿖㡂䞮₆ٻ 㥚䟊㍲ٻ ⁎Ⱂٻ ڑ ὒٻ ṯ㧊ٻ ڭۀۋۊۍۏٻ㧛⩻㦚ٻ 㩲Ὃ䞮ἶٻ㧞┺ډٻ⡦䞲ٻ 䟊╏ٻ㡗㌗㦚ٻὋ 㥶䞲ٻ 㡆ῂ㧦✺㦖ٻ 䟊╏ٻ 㡗㌗㦮ٻ ڭۀۋۊۍۏ ⯒ٻ 䢫㧎䞶ٻ 㑮ٻ 㧞┺ډٻ ٻ ٻ ڃ⁎Ⱂٻڑڄٻڭۀۋۊۍۏٻ㧛⩻ٻ⹥ٻうٻ┺㧊㠒⪲⁎ٻ ٻ ڏډ ἆ⪶ٻ ⽎ٻ⏒ⶎ㠦㍲⓪ٻ┺₆ὖٻ㡆ῂ⯒ٻ㥚䞲ٻ㦮⬢㡗㌗㩫⽊㦮ٻ 䚲㭖䢪㢖ٻ 㧎Ὃ㰖⓻ٻ ₆⹮㦮ٻ 㧚㌗㡆ῂ⯒ٻ 㥚䞲ٻ ◆㧊䎆ٻ 㑮㰧ٻ⹥ٻ䄺㓺䎖ٻ◆㧊䎆ٻ㎡㦚ٻ㩲Ὃ䞮⓪ٻ㥏ٻ₆⹮㦮ٻὖ Ⰲ㔲㓺䎲㦚ٻ 㩲㞞䞲┺ډٻ ῂ㿫♲ٻ 㥏ٻ ₆⹮ٻ ὖⰂ㔲㓺䎲㦚ٻ

18

(4)

䐋䟊ٻ㧎Ὃ㰖⓻ٻ₆⹮㦮ٻ㧚㌗ٻ㡆ῂ㠦ٻ㩗㣿䞮₆ٻ㥚䞲ٻ䞯㔋ٻ ⡦⓪ٻ Ỗ㯳ٻ ⁎Ⰲἶٻ 䎢㓺䔎ٻ ◆㧊䎆⯒ٻ 㥚䞲ٻ ◆㧊䎆ٻ ㎡㦚ٻ㩲Ὃ䞶ٻ㑮ٻ㧞㦢㦚ٻ⽊㡖┺ډٻ⁎Ⰲἶٻ₆㫊ٻڞڟڨ ὒٻ 㡆Ἒ䞮㡂ٻ┺ٻ₆ὖٻ㧚㌗㡆ῂ⯒ٻ㑮䟟䞶ٻ㑮ٻ㧞⓪ٻڭۀۋۊۍۏٻ 㧛⩻㦚ٻ ⽊㡖┺ډٻ 䟻䤚ٻ 㡆ῂ⌊㣿㦒⪲⓪ٻ 䚲㭖䢪ٻ 㧧㠛㦚ٻ 䐋䟊ٻ⼖䢮♲ٻṗٻ㦮⬢㡗㌗ٻ㧊⹎㰖⯒ٻ┺₆ὖٻ㡆ῂ⯒ٻ㥚䞲ٻ ṗٻ ₆ὖ⼚ٻ 䐋Ἒ⯒ٻ ⽊㡂㭒ἶٻ 㥏ٻ ₆⹮ٻ ὖⰂ㔲㓺䎲ٻ ㌗㠦㍲ٻ ┺㟧䞲ٻ 㩫⨟䢪ٻ ⿚㍳ٻ 䒊✺㦚ٻ 㰖㤦䞮㡂ٻ ┺₆ὖٻ ⿚㍳ٻ㡆ῂ⯒ٻ㥚䞲ٻ㧊⹎㰖ٻう㠊ٻṲ⹲㦚ٻ㰚䟟䞶ٻ㡞㩫㧊 ┺ډٻ⡦䞲ڇٻ㑮㰧♲ٻ◆㧊䎆⯒ٻ䢲㣿䞮㡂ٻ㥏ٻ₆⹮ٻὖⰂ㔲㓺䎲ٻ㌗㠦㍲ٻ┺㟧䞲ٻ㧎Ὃ㰖⓻ٻ䞯㔋ٻ⳾◎㠦ٻ㌳㎇♲ٻ◆ 㧊䎆ٻ ㎡㦚ٻ 䞯㔋㔲䋺ἶٻ 㾲㩗㦮ٻ 㞢ἶⰂ㯮ٻ Ṳ⹲㦚ٻ 㰖㤦䞮⓪ٻ㔺㯳ٻ㡆ῂ⯒ٻ㑮䟟䞶ٻἚ䣣㧊┺ډٻ ٻ 㺎㺎ἶⶎ䠢ٻ [1] 4 㹾㌆㠛䡗ⳛ ╖㩫⿖ ῢἶ㞞, https://www.4th-ir.go.kr/ [2] ⹫㎇㤇, “゛◆㧊䎆 ₆⻫㦚䢲㣿䞲 Data Technology 㦮䋺㤢✲ ⿚㍳”, ₆㑶䡗㔶䞯䣢㰖, 㩲 22 ῢ, 2 䢎 pp. 265~281.

[3] OHDSI Forum, https://forums.ohdsi.org/t/oncology-radiology-imaging-integration-into-cdm/2018/7

[4] W.Dean Bidgood, Jr., MD, MS, Steven C. Horii, MD, Fred W. Prior, PhD, and Donald E. Van Syckle “Understanding and Using DICOM, the Data Interchange Standard for Biomedical Imaging,” Vol. 4, No. 3, pp. 199-212, May-Jun 1997.

[5] Adrian V. Dalca, Katherine L. Bouman, William T. Freeman, Natalia S. Rost, Mert R. Sabuncu, Polina Golland, “Medical Image Imputation From Image Collections,” IEEE transactions on medical imaging, Vol. 38, No. 2, pp. 504-514, Feb 2019.

[6] OHDSI/Radiology-CDM, https://github.com/OHDSI/ Radiology-CDM