ࡱ> Root EntryzZwn#.FileHeaderlDocInfoaBodyText 0Xwn0Xwn!" $%&'()*+,-./01234567:;Root Entry0)p @.FileHeaderlDocInfoaBodyText PpPp 89< !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXZ[\]^_`bcdefghijkmnoqruvwxyz{|~HwpSummaryInformation.YPrvImage *PrvTextDocOptions 0)p0)pSection0}Scripts 0)p0)pJScriptVersion sDefaultJScriptp_LinkDoct I. <ȐX40]<\0X p0 \ 0ͨx ٳ͜ ) Automated Extraction Method for Basic Model of Problem-Oriented Clinical Pathway from EMR Hyochan Jeon MS.*, Heejoon Park Ph.D.*, Kijung Ju Ph.D.*, Kyungil Youn Ph.D.*, Jinsang Kim MS , Yoonnyun Kim M.D., Ph.D.* * Dept. of Medical Informatics, School of Medicine, Keimyung University, Daegu 700-712, chanys1@naver.com Dept. of Computer Engineering, School of Information and Communication, Keimyung University, Daegu 700-712 Abstract: In order to develop a problem-oriented clinical pathway using the clinical data from the progress of medical examination and treatment in university hospital, an automated extraction method for basic pathway model and was presented in this paper. The sample group for diagnosis and clinical order data was extracted from the EMR system, and the necessary items for experiments were picked out on the basis of length of stay and operation day in a specified diagnosis. From the analysis of special order, medication, injection, diagnostic>GIF89aɻxxxkkk]]]PPPCCC555((( d`LH00`Hذ̘`H0|pdXL@`0H `H0`dHL`H0xp`XH@0d LȰ``HH00dLؘȀ`H0xp`XH@d0L `H0d`LH`H0|pdXL@0`$H`dHL00`HذȘdL0xp`XH@0` HdH0ȳ``HHdL0xp`XH@`0H Ը̰ĠऀؘpȈXxHp@h@d8`8X0xT0pH dxddxd`d`p`|``x`p``x`!, H*\ȰÇ#JHŋ3jȱǏ CIɓ(S\ɲ˗0cʜI͛8sɳϟ@ JѣH*]ʴӧ<@UjUSb:խXv+ثZ+ZaUn\_{.ߪlo_…u+[ ݪ/b1{8r`PCMӨeUꂯ&lcƜf[:x/eVlٴ͙M>xɞ6G>9un>Ωӫ_ZwٳL.ލ1y(hqC RԠMaFkmRrygZT܆=v]^b—tQԉxHw،>&a`(H`\f9lum؉i_V^ dߊ^*lp~aw¡92NX`wc8Je-2N)隃Ma IZ]wx!gy9؄|~觊9諮ڨ7w'- q+N+*aWm6l&|,Be"(z#:(rbhG[ۅٯ *-vkʚ:L.`2|I)mv- fiBE,~('߷frً%hig-.s7'*K2X3[[0,ntߪDuoBMvzm7sw;&k3.0k ejy -c.k'7_gő41ƼӺGnξ26wKiow+^V>Ji &PؤլT! BӋU"L2W[bvhZGiAO2IedЌ4I :̦6Ԛ'Pt`2NeDB DD .7.9ziXR-n C@^ܦ@3nKADOos03Kf`!aY((N~ p45_h8c,Pb~H.tU%+47jY(z*tR?Jk{sTyKU%[P/TiqL9ʪ>um8#Z?RIƩVq}gE)1N J'J5UbX_98xL`{ 61KFAUq4,~@VaKZ* }]mGNi6rd#*(+?%r~p_+ZM\G{U]uyz-3]z hjM .Zhv9U·.dZ7k * ^&ӧ*ۛALDԐfZ!m֨ݡa /4mnENotQӜ"ϒ=LHL6%=j-bcT 5uHܦȤs- Fz%rZYRo[[-1*[HsKŒVaV/P'y:7HBo'=gV ers h) 2gb ybHUR5v;PԽ֚ɹ_L{/xbf.(_ no>-_t Sn?][[ =Xnmn aZ+`WnF}i S5 bFʺ.K~n>UL'>܆[>a?s+80?/aHNI-aA "9ǝ;#-9}(Ę b˪'n?użN8S?grvlߜ ?u`\eVRй$ o&5w=W(>'E%-*Imy1ϲv)ev-LhݓkM=cJ} Ymm7U=۳*r/[ mvOOV~ef=}}T2$+7dDgѯ/PF!.w?zrZ%Jv|?&?DVQC4R$LswC4wgpJv=7;>1$}yn.e&1b89u"tG/oqKY[K(h'aU#ByDCr5[OdWd3sʔ0:pUNQhWf3XWj6?dXTLA{>wŀ;wG*JK(sCwB (W1vo8l4PwSF$m xDFk:q6gViX!54zVru:e@ZQ:EHbmm4PЇgm`*4TTEevT戫P~Q%SI?wft}HrL256_Bh5gy=9O*nR6?]%Kd6qKawxbFkvsM'j/f:vmqҥmw6d3?8bUqyȉuc(*,ْ.0294Y6y8:ْ;;;;;x`a``a`0x 4 \ h t Y ] 2002D 6 20| | $ 8:08:09  hjpark6, 0, 0, 597 6@xMn@Pp@U™Yֺ߻\9;YfOΎL#@i- f)hV=hQݝۈ3C*VW6 b!! oAB"i$Bl,l (HbY^)BT8gvfL2|N}P,HEk/m:=L˦x-D-7cpN-,Ec5& \pnyH~ 64‘ Poܸo]s t)<$S윘/D[, CX3z') 2ݨ<kйC_A:yj}EC/ju[|xP<'x]zpPoew *ÓWx|~q$ӊ?U_$#֑$޿5힆Túa?Vy0Z55eM7%۔pg[f }7ZJ=ɵ'̚jJ7}rpv`1o  zV0NAS%$@+e&%ہ{xt~F'ڳpLI ˖ ;k3< зHIgnOߝ㎇V|E7%GtKXoG D 1XՔ D HWP Document FileuPDO pKmXXXIkGBQ2\Qd&M*Z:3G1>$(Ygz]2V!3N lٹӹ'BkR2D49j̸hX 0D ̹0 t \ D ͜cd`߈ Ĭh| ĬX t| t  Ѽsis and clinical order data was extracted from the EMR system, and the necessary items for experiments were picked out on the basis of length of stay and operation day in a specified diagnosis. From the analysis of special order, medication, injection, diagnoFz.]0`*}58dp)2eb iSNVӸ)WLqkjіonFٖ. LPٜz6tEǯb%%vVl6kvQHܑ&l&ۺmtI|H (Rr|xO,0㗽 ߽m NJCVѼ'jPܐ!sb:@N%9<g8xϳ=)~&ߩF>ӝa_.j(w-64>8|jrJE>ϜX]:Xo ΩWsl>\}T_́|Ѡ=6+[Q{]}_P~u0 ||=:٫ @kXq{u=/cW#uX(zRHrÅPt$i™v3S_Hr$92k 'O3;A߱ɓǏ1u ȷ ^\8e"leȦ-_^IԣmR!]xHmh5f҄1vT'0 FislM`'oϭgaܡ^ܮ$iV'q%Wk!{#XPLtzeQS~VWB6H-Ge-F+1(1xzj|w>~ۡnKw30nQZTrFVN1 Jʽ(c+t0ZNRSp(K+P0:jVկVՏY|mޝ3>wgL }eѻ$'-.+avsY^?VA7uS;nv*owVS -oҐ]_x(, }I m Xƚ czk0qbfka:!]ZkHY~la,Q:]qؤ;sO?UKKuJv(`Kʗ%m[Xv+/T,HJckπ:] u܈7u(ȺkW0Ц&Wfl`CʯtMdr^g:,k߈:%#>-a+ɱ%3IJ2e(0TDuB fZ\3n}\ӗ*4WqL}r@75A8`aꁣe$5ɿ?CM;LSVuk}R{DZ-g.t._jWE Da,+l3,31&SJ氶;Y3rZy-[[{LU)Oݐ^c>Az1\io:HyޘclS۽1#vyc֢h =9w1 Ee2w6DK9V0X+jD N葺N]6v=3cߐlw24dt|b 1Y; MR(7Hr8E ==yѐxd֐;Yv!Cf-[>t"( HC=5VO6oK9n61x._y?M\ywv7;A_ͬ>}'>]O Gf?uǑS#Ϙ?˪,7\ɩw(1F׻{uX ĔgSٞ8=>Gޘǁ97ƼHO1osޘ`\fޘ`"ޘ/0ycJlW-66_WjS o9wLQT 5X NwSGj?v|]ƊȌgsu'`C纰EGW&F/ )HxZȫ3nydk EG}5Zڋ/& G󸊬5c 9{$\}lt4Ǻ.HapĐ>2PÉnd"mqzcd=ڡxn^)0ہ%S_b䂒aj.3E9!rkPG|S:(nBےe:sjޫ͵~Q3x^ٶ>[frG^Dಷ`^7 `>L10zc_1l12񬣋 !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXZ[\]^_`bcdefghijkmnoqruvwxyz{|~HwpSummaryInformation.YPrvImage .PrvTextDocOptions zZwnzZwnSection0}Scripts zZwnzZwnJScriptVersion sDefaultJScriptp_LinkDoct I. <ȐX40]<\0X p0 \ 0ͨx ٳ͜ ) Automated Extraction Method for Basic Model of Problem-Oriented Clinical Pathway from EMR Hyochan Jeon MS.*, Heejoon Park Ph.D.*, Kijung Ju Ph.D.*, Kyungil Yoon Ph.D.*, Jinsang Kim MS , Yoonnyun Kim M.D., Ph.D.* * Dept. of Medical Informatics, School of Medicine, Keimyung University, Daegu 700-712, chanys1@naver.com Dept. of Computer Engineering, School of Information and Communication, Keimyung University, Daegu 700-712 Abstract: In order to develop a problem-oriented clinical pathway using the clinical data from the progress of medical examination and treatment in university hospital, an automated extraction method for basic pathway model and was presented in this paper. The sample group for diagnosis and clinical order data was extracted from the EMR system, and the necessary items for experiments were picked out on the basis of length of stay and operation day in a specified diagnosis. From the analysis of special order, medication, injection, diagnostic>GIF89aɻxxxkkk]]]PPPCCC555((( d`LH00`Hذ̘`H0|pdXL@`0H `H0`dHL`H0xp`XH@0d LȰ``HH00dLؘȀ`H0xp`XH@d0L `H0d`LH`H0|pdXL@0`$H`dHL00`HذȘdL0xp`XH@0` HdH0ȳ``HHdL0xp`XH@`0H Ը̰ĠऀؘpȈXxHp@h@d8`8X0xT0pH dxddxd`d`p`|``x`p``x`!, H*\ȰÇ#JHŋ3jȱǏ CIɓ(S\ɲ˗0cʜI͛8sɳϟ@ JѣH*]ʴӧ<@UjUSb:խXv+ثZ+ZaUn\_{.ߪlo_…u+[ ݪ/b1{8r`PCMӨeUꂯ&lcƜf[:x/eVlٴ͙M>xɞ6G>9un>Ωӫ_ZwٳL.ލ1y(huC RԠMaFkmRGsgf!v@a_xr]؊hbwE'xv!hЃ!I`G蜈9l$yui_V"d]Yolpc^bɟie|d&ݨbړnJmbHiCVݐS7! h)6}Ni2嬴]F 6Ha+1ybJ{Bf&-~V{|Beɨ~h(yxz0؍9K,] mӲvdSk>*.+6h誐)=lZ,qJ1g~'mfm6 Qf nf /w(:@)se"@*.l D9_C] `dCH4]6_Mdz[q_ol[M0z(3Kم ;Kmr$]2CnU/tfVM靗N5>_jJ-f{3ӻv7h'Zw87_,w#M~?~0 Kk;7ڞhR|}+-I6yk”n&y|fqi1WMmVr,9,m{Fʝ,U#΁hl?{:(A Nbw[JDr 4wP|aE)_,ab'+"YڲĠk !G}pmiR%%DZT7>LEv F= fTV! 0]Hd$9날&XNz"XSheݴF9H95~mbwҒu3"~;Gbp1}c91S$4Ij̦6&FAS*=aRc %[)U/;d8UW?3ZZp @ C@4#rCm9NxQ#ɾ&Np8'.`ے2Z:Z(ϜN5:bf!/yuBT~*Zz2mI-ԤSJs9L{a8\!߾Mw!rTh fNlQCgkfDjkH*]>3WUnOo NF+%ٷTSyғ,H-Ɖ 3+띒ɞd%I[X>DB*Lve8dl36d'aH v hk6w'4 /qLa+#)$J.9+[Ӷ) .L_:]\(y{7h:k+R>sEkա4ZE~ ZP:A(:b\-Wf*^Zl)* ^2U|n0Èc]%|Ǻ=1dd )6`ͨ^|]MJ~5(l}foa{'on2&wll. xQor8-&^rVhAOeHwp~f[CgQQPo&t:չ P6o[cEWE1J0*oגr#'}bEˡoH('f;zM-_ni,NٯwkDF4X9YU*}RjkN`0c 3VwҖ?f`4DyUxiUF]&\kZFU"ptR2u\~3b".qe'U~s}Rg07g gfmJBɶ:Wu~wZd^C6"3:SwQ\EdVەW|Vcq=iMA YAXWց#}]v'bYs}RCwS)hL#.o$aU4VN&}JqsMD0"Ww0AWHA%)޿'>U-nwMW犿S {ćG,ޟRo`y-ŧ)h44pG[ Ѫ){ %mҘ /ٿ'ܦ;Z7Vn2L}ep&a֤.WcNW2+SPw U˴Yv *!R^t/[5i.!_£<:ў ,eJJXl^QЎgEԦ^Mp8sK|r\w$(Ygz]2V!3N lٹӹ'BkR2D49j̸hX 0D ̹0 t \ D ͜cd`߈ Ĭh| ĬX t| t  Ѽsis and clinical order data was extracted from the EMR system, and the necessary items for experiments were picked out on the basis of length of stay and operation day in a specified diagnosis. From the analysis of special order, medication, injection, diagnoFz.]0`*}58dp)2eb iSNVӸ)WLqkjіonFٖ.T6 ]@Dkpvɥq]?1ڤ]t9\@  8Pak Yf2KF}>>חv]y<"+$7LJgDJ9~[СZ+1dXM{"ft VHY j) $r#GvV"+>sfKc%y6A?e/Di%|%w K{ЮG -?9vv/ww*\x>VڃxgK%#+-[/k%v+-?~me0?zCZOzwyO-gK0 OVOuNSQY2t#W*gs ~4h&-r+{eW_0Og_3{Zh-{#rE~ljdSE~ۡ6n׾Yu(v(Y?OdX%5{^r喚CZ2qݧU/~o~iHg ~I;dbm%9iqYQܯ j1huc%t]=CfZxg5ߠp[RƖRUD0GdNh OJߵh!paY'%أ11F`&3 qr58 Cda&R]aYuTNkS;06gObh]/53Sdо[ckn奂%XQiz0^AvŐYR=AzmJtt֬_ĚmyH}iLݫVLe ZK ثc!>3٢i[24$[ kMKETt`F5eU<}qIsWW+w/d⽩ xS-K&5Ne0YJl'3-z/sb{DZ3]:/΢N"0~tzaŴ ܀ꛓ㴎8iz@-5@oN3q:aQsܞGhiDcd$ʱX7)d<~Hmi<6Xw2TGe9*[dqwޗkyNk2dd4okj1lq5E|]'-|Sg[LtM+NLicKkMҚ Ӻ}amw >fõ<[xY#-ٌZUz6|)+cvcU3#XdU2vAGjz|O3Cިei>k˖[ҳ,ޚ~bٵۿ(,ֿcSWs*3#:g{F ߊӫέEIvt1U5Zȏ^ԧ0ק55Cn&NNP_ZFbGo^i.Fb=l/X2oAg˱Xrrd]3 aG[^E]"QA'dI97q`S{c^gޘ7 oL?0zc3+o<0o@1뀩lWm6UD5Ȉ);f(T a5 O0ߩC#;>.cEzwdƶ3NL߹:C:EGWƒ'ck$?UiïNy^92WhJ^|1^0Ud gOl>}q>6QƼտycvcd䣥YG6=-Lφgѽ3{DGs}iMPǎ|C}&+;#23ƙqYv.R]*鹎/L8gL*J>N/3OLǹ+y!Ř{vU0c˅# `S7&ٞ\2.~GL UzA~32悓 0FꢮeVv`O{ZfN-G>gJ|LzmD*KW1[Vr%z#;.'3k&V* 펝u>Z5.?7-?c$OӜ0d{m]eOew}%XIyc:ޘ a|no0ozc怹3o̿5/a6YPS>c}E6f7Ol6˵LVe[0NLRLQ~qƣ+ R56ڜIN[se4aĚ)#2Ȕ*{WPso̓'Řܘާ+VXYm)3K/Ld{˼T{+*Q޸!_\Fն yz\5YRڮ8""b Oj|'C k(Vqu9_Pom.-xj}jů{6cd;Z}-wdZ{2ЉJ~޸A [(-%o]Qk!jY[imXz5jݖjnQ=-JޯRYϏKH֣ ߝ5hيQH}`FX蟽0A[ޘ79wo0G{W'۞ ) {ҋ=j8 qԐ 5n9Üulkзm8=>UcMyڏVHEѯp2w?--bDoo|v0'0n o9%z:{7YKoEf2>&Tl>XLFdf30L.R*鹎/L8UNTi;=J̈>1^ |1kz&*cf1aBl |i㩁lO/Œ.~GL U|Abs}7{s,B{1`M~1Ru-75<{$ޓl<}nI>S¦3`:%EkZ>VY 0痌Y]9@f8 eLWϬ__0L;v֩Fzil ܔT\0NFbfƄ>^YgEXUx|6V|a|:]_[xKpƝڏ <7UӻU:͒RvuQ%ըgefxW;QXmٻFzm6iS DS{c~س #rh> њJC)yz.oYveaZiT#߇[~1e2nU8b%Ո}[bE%В7+ xQKWgmux~\BmA˖tO"Gr#?3z`FⅹƼxcF9/o ߻:x*Dǧ4P{7I/jf61Z0tQKXsֱ;-G_oi/Xqz}Vi\LڏHEѯ#p2w?]'O[Ŏ\>yk܇A˽1|O(q(