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4SҀS*Z+e(MSMqȪkb5S1UT4UiWwWRɦJEM]qT֚>Ee>iU1UrW))砩VM}Uu՘TiQ %#k|Uq bf¡$!{)HiO 3jCVgT_$ ebqjR8 T@iէ@Ps*Cuq_jsU}LI hUBk`a[`+j[.jWLu%ShLʘV1[3U՛[DIeTs FVK VL`']W*'R{5,R*hM*:*jW4'=D+5_SS=ǎ:`b)ZBLkL5,$5jjTIY X*V`T'Gɀ%kUSB+'zn\8:WY/|J_ewErB2W_#weJ~TT\'FkU_nOhlJ*N"H2N_eqmZ+"2T#QOԬ@UJUB(PU*HZU'*& j=XiU) *8*YCN¦ViզfJE-GZ`l UhPo2_p*Piժ"TU뜥ZBs;.ږQ\UWg`װjJ*ɲ 8ewh,}u?* R X ɖhMu0 P-2Tj+z0+yȉjRc T)` k5ʚ*+$V1teSM1۲Tw%TwBX &bPj`*LV+P'_DH%_Vlַ ǩJABr5P he fTAJ0&{jZT_U}ZkU5UWSfOW0 Χ 3^zkhgrTU<SBhW_0UNnm`][6 쨂ZoN H9S_mjDVU\kꝎN?9crQSy9;jT )NTZWp0UԪ"_ekD_%r4ㆩN|ŵSXp(IqW\̘T#N<WT3_}IhUkNB]5!O M~MWq:Wx PUUX+SHk}@꫈5/}ND_5FmڶXhVv׫ !k eњZaZd,+$V&jVU'$b@*)Pe-(kjrTN8teSM1۲Tw%Twf Dm[+:TJ}\}UMukM jESW )Z*`֊ʅZʀ̢aLVԦ"l6_'}UMj7Z[\+0 L[[pǏ]a>7!0!*h!0!0\nFC`4FC`4NN T,@S!F1墘 ,3jF YfM@O ##ďl@q+HIR:F[!NBMN6(tPJʦ @ ` @@ @@@`@@@@`` `@`````` @` @` @` @`@@ @@@`@@@@@ @ @ @@ `@ @ @ @ @@@@ @@@@@`@@@@@@@@@`@` @`@@``@`@`@`@`@@ @@@`@@@@@@ @@@`@@@@@@ @@@`@@@@@@ @@@`@@@@ @` @ ` @@ @@@`@@@@`` `@`````` @` @` @` @` @` @ ` @@ @@@`@@@@`` `@`````` @` @` @`I. <ai aQi e a Abs A Classification Learning of Electronic Medical Records for Clinical Decision Support System Inho Bae*, Jin Sang Kim*, Yoon Nyun Kim * College of Information and Communication, Keimyung University, Daegu 704-701, {inobae, jsk}@kmu.ac.kr School of Medicine, Keimyung University, Daegu 700-712, ynkim@dsmc.or.kr Abstract: We employed a hierarchical document classification method to classify a massive collection of electronic medical records(EMR) written in both Korean and English. Our experimental system has been learned from 5,000 records of EMR text data and predicted a newly given set of EMR text data over 68% correctly. We expect the accuracy rate can be improved greatly provided a dictionary of medical terms or a suitable medical thesaurus. The classification system might play a key role in some clinical decision support systems and various interpretation systems for clinical data. Keyword: classification, electronic medical records, clinical decision support system, text mining > w Ae b 󴁢 e U s ѡ ae A Aa asa eA a. aA EMR PCAS w a e Aa A a. aСe E a Aȁ i Ɂ e i ‰ae aA ʼne ee a se a. Ae w Aa eʼne Aȁ ae a w Ai awaA i e aa ie ww aQ i wi Ɂ aᬡa i i a[1]. a i ᶁe b w a Baa a aaa, a⸥ ie aiaQɡa b aA ʼne e̢aQɁ awȡ Ea. 1. e ‰ bw a ai aС ᶁe i a ei ‰С ea. A qE ei i a eie b 帅 w i Ea. aa a ‰E wa eiA b w⸥ ʼnAᬁ a aaa i ᶁ b w a帡 aaa. b w ᬡai ᶁ Ae UMLS(Unified Medical Language System)ae s aQɡ iA awA e[2], Ae A e ia ᬡaa A ᴡ g a. eAe w waei ‰aa avaa ei ae, s wa , ᴁ a gvae eЁi jaхa. e ai ae ᔉ a e Ai ᶁe e b wᴁ aw ρ⸥ a刡a a. 2. a A ai aQ a E e we MedLEE(Medical Language Extraction and Encoding System)[3] { ae i ᶁ iaa ֵa. aСe Ae bs iqi waa A aA ʼne ae ea i aa, eAᬡ {e wi wea. bˡ eAe a a ii waa bae A aw awe ai aQɁ i aΡ eava. aa ea Baa Ai a ww wʼn aeav, Baa bsi awa i ¥ae aQA eava. `