HDF  ` 0TREE!HEAPX datadata_descr8 0name lymphography (mldata0 commentCitation Request: This lymphography domain was obtained from the University Medical Centre, Institute of Oncology, Ljubljana, Yugoslavia. Thanks go to M. Zwitter and M. Soklic for providing the data. Please include this citation if you plan to use this database. 1. Title: Lymphography Domain 2. Sources: (a) See Above. (b) Donors: Igor Kononenko, University E.Kardelj Faculty for electrical engineering Trzaska 25 61000 Ljubljana (tel.: (38)(+61) 265-161 Bojan Cestnik Jozef Stefan Institute Jamova 39 61000 Ljubljana Yugoslavia (tel.: (38)(+61) 214-399 ext.287) (c) Date: November 1988 3. Past Usage: (sveral) 1. Cestnik,G., Konenenko,I, & Bratko,I. (1987). Assistant-86: A Knowledge-Elicitation Tool for Sophisticated Users. In I.Bratko & N.Lavrac (Eds.) Progress in Machine Learning, 31-45, Sigma Press. -- Assistant-86: 76% accuracy 2. Clark,P. & Niblett,T. (1987). Induction in Noisy Domains. In I.Bratko & N.Lavrac (Eds.) Progress in Machine Learning, 11-30, Sigma Press. -- Simple Bayes: 83% accuracy -- CN2 (99% threshold): 82% 3. Michalski,R., Mozetic,I. Hong,J., & Lavrac,N. (1986). The Multi-Purpose Incremental Learning System AQ15 and its Testing Applications to Three Medical Domains. In Proceedings of the Fifth National Conference on Artificial Intelligence, 1041-1045. Philadelphia, PA: Morgan Kaufmann. -- Experts: 85% accuracy (estimate) -- AQ15: 80-82% 4. Relevant Information: This is one of three domains provided by the Oncology Institute that has repeatedly appeared in the machine learning literature. (See also breast-cancer and primary-tumor.) 5. Number of Instances: 148 6. Number of Attributes: 19 including the class attribute 7. Attribute information: --- NOTE: All attribute values in the database have been entered as numeric values corresponding to their index in the list of attribute values for that attribute domain as given below. 1. class: normal find, metastases, malign lymph, fibrosis 2. lymphatics: normal, arched, deformed, displaced 3. block of affere: no, yes 4. bl. of lymph. c: no, yes 5. bl. of lymph. s: no, yes 6. by pass: no, yes 7. extravasates: no, yes 8. regeneration of: no, yes 9. early uptake in: no, yes 10. lym.nodes dimin: 0-3 11. lym.nodes enlar: 1-4 12. changes in lym.: bean, oval, round 13. defect in node: no, lacunar, lac. marginal, lac. central 14. changes in node: no, lacunar, lac. margin, lac. central 15. changes in stru: no, grainy, drop-like, coarse, diluted, reticular, stripped, faint, 16. special forms: no, chalices, vesicles 17. dislocation of: no, yes 18. exclusion of no: no, yes 19. no. of nodes in: 0-9, 10-19, 20-29, 30-39, 40-49, 50-59, 60-69, >=70 8. Missing Attribute Values: None 9. Class Distribution: Class: Number of Instances: normal find: 2 metastases: 81 malign lymph: 61 fibrosis: 4 Relabeled values in attribute 'lymphatics' From: '1' To: normal From: '2' To: arched From: '3' To: deformed From: '4' To: displaced Relabeled values in attribute 'block_of_affere' From: '1' To: no From: '2' To: yes Relabeled values in attribute 'bl_of_lymph_c' From: '1' To: no From: '2' To: yes Relabeled values in attribute 'bl_of_lymph_s' From: '1' To: no From: '2' To: yes Relabeled values in attribute 'by_pass' From: '1' To: no From: '2' To: yes Relabeled values in attribute 'extravasates' From: '1' To: no From: '2' To: yes Relabeled values in attribute 'regeneration_of' From: '1' To: no From: '2' To: yes Relabeled values in attribute 'early_uptake_in' From: '1' To: no From: '2' To: yes Relabeled values in attribute 'changes_in_lym' From: '1' To: bean From: '2' To: oval From: '3' To: round Relabeled values in attribute 'defect_in_node' From: '1' To: no From: '2' To: lacunar From: '3' To: lac_margin From: '4' To: lac_central Relabeled values in attribute 'changes_in_node' From: '1' To: no From: '2' To: lacunar From: '3' To: lac_margin From: '4' To: lac_central Relabeled values in attribute 'changes_in_stru' From: '1' To: no From: '2' To: grainy From: '3' To: drop_like From: '4' To: coarse From: '5' To: diluted From: '6' To: reticular From: '7' To: stripped From: '8' To: faint Relabeled values in attribute 'special_forms' From: '1' To: no From: '2' To: chalices From: '3' To: vesicles Relabeled values in attribute 'dislocation_of' From: '1' To: no From: '2' To: yes Relabeled values in attribute 'exclusion_of_no' From: '1' To: no From: '2' To: yes Relabeled values in attribute 'class' From: '1' To: normal From: '2' To: metastases From: '3' To: malign_lymph From: '4' To: fibrosis x TREEh#?H8HEAP`@SSNODP $@ LSNODMX=--- - --- -- - -- - - - - --- -p -q-r -s -t-u -v-w-x -y -z-{ -| -} -~ ----K -L -M-N-O -P-Q -R -S -T -U -V -W-X-Y -Z-[ -\ -] -^ -_-`-a -b -c -d -e-f -g -h -i -j -k -l-m-n-o - - - - - - -- - - - - - - --- -- - -- - - -- - - -- -- -! -"-#-$-% -& -' -( -) -* -+ -, -- -.-/-0 -1 -2 -3 -4 -5 -6-7 -8-9 -:-;-< -= -> -? -@ -A -B -C -D -E-F-G -H -I -JGCOL  lac_margin lac_margin lac_central lac_margin lac_central lac_central lac_centrallacunar lac_margin lac_margin lac_margin lac_central lac_margin lac_central lac_centrallacunarlacunar lac_marginlacunar lac_central lac_marginlacunar lac_margin lac_central lac_centrallacunar lac_central lac_central lac_marginno lac_margin lacunar! lac_margin" lac_margin#no$lacunar%lacunar& lac_margin' lac_margin( lac_central) lac_margin* lac_central+ lac_margin, lac_margin- lac_margin. lac_margin/lacunar0no1 lac_margin2 lac_margin3 lac_margin4 lac_margin5 lac_margin6 lac_margin7lacunar8 lac_margin9lacunar: lac_margin;lacunar<lacunar= lac_margin> lac_margin? lac_margin@ lac_centralA lac_marginB lac_marginC lac_marginD lac_marginE lac_marginFlacunarGlacunarH lac_marginI lac_centralJ lac_marginKlacunarL lac_marginM lac_marginNnoOnoP lac_marginQlacunarR lac_marginS lac_marginT lac_marginU lac_marginV lac_marginW lac_centralXlacunarYlacunarZ lac_margin[lacunar\ lac_margin] lac_margin^ lac_margin_ lac_margin`lacunaralacunarb lac_marginc lac_margind lac_centrale lac_marginflacunarg lac_marginh lac_margini lac_marginj lac_margink lac_marginl lac_marginmlacunarnlacunarolacunarp lac_marginq lac_centralrlacunars lac_margint lac_marginulacunarv lac_marginwlacunarxlacunary lac_marginz lac_central{lacunar| lac_central} lac_margin~ lac_margin lac_marginlacunarlacunar lac_marginlacunar lac_central lac_margin lac_margin lac_margin lac_centrallacunarlacunarlacunarlacunar lac_centrallacunar lac_central lac_margin lac_marginnolacunarlacunarnoyesnonoyesnononoyesnononononononoyesnonononononononononoyesnoyesnonoyesnononononoyesnonoyesnononoyesnononononononononononononononononoyesnonoyesnoyesnonononononoyesnononononoyesyesnoyesyesnononoyesnononononononononoyesyesnononononononononoyesnonononono no no no no nonononoyesnoyesyesnononononoyesnonononono no!no"no#no$no%no&no'no(no)yes*yes+no,yes-yes.no/yes0yes1no2no3noU@ L0_@ Lpx@ L@ L@ LHEAPX(`Snamesorderingtypes00@ L-(-'-&-$-%-- -!-"-#--------------- - - - - -----------------------------------------------------------------------------------------------------------------------phphphphphphphphphphphwphxphyphzph{ph|ph}ph~phphephfphgphhphiphjphkphlphmphnphophpphqphrphsphtphuphvph@phAphBphCphDphEphFphGphHphIphJphKphLphMphNphOphPphQphRphSphTphUphVphWphXphYphZph[ph\ph]ph^ph_ph`phaphbphcphd-)-*-+-,---.-/-0-1-2-3phphphphphphphphph ph ph ph ph phphphphphphphphphphphphphphphphphphph ph!ph"ph#ph$ph%ph&ph'ph(ph)ph*ph+ph,ph-ph.ph/ph0ph1ph2ph3ph4ph5ph6ph7ph8ph9ph:ph;ph<ph=ph>ph?GCOLnoyesyesyesyesyesyesno no no yes no yesyesyesyesyesyesyesyesnononoyesyesyesnoyesnonoyes no!no"no#yes$no%no&no'no(yes)no*yes+no,no-no.no/no0no1yes2no3no4yes5yes6yes7yes8no9no:yes;no<yes=yes>no?no@yesAyesByesCnoDnoEyesFyesGyesHyesIyesJyesKyesLnoMnoNnoOyesPyesQnoRnoSyesTnoUnoVyesWyesXyesYyesZyes[no\yes]no^no_no`yesayesbnocnodyeseyesfnognohyesinojyeskyeslnomnonnooyespyesqyesryessnotyesuyesvyeswnoxnoyyeszno{yes|no}no~nononononononoyesnoyesyesnovesiclesvesicleschaliceschalicesvesiclesvesiclesvesicleschaliceschaliceschaliceschaliceschalicesnovesiclesvesicleschalicesvesiclesvesicleschalicesvesiclesvesiclesvesiclesvesiclesvesiclesvesiclesnonovesiclesvesiclesnochalicesvesicleschalicessrqopjklmnabcdefghiOPQRSTUVWXYZ[\]^_`*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNphphphphphphphphphphphphphphphphphphphphphphphphphphphphphphphphph      !"#$%&'()GCOLnonovesiclesvesicleschalicesvesiclesvesicleschalices chalices chalices vesicles vesicles chalicesvesiclesnonochalicesvesicleschalicesvesicleschalicesnovesiclesnovesiclesnovesiclesnovesicleschalicesvesicles vesicles!vesicles"vesicles#vesicles$vesicles%chalices&vesicles'chalices(vesicles)chalices*vesicles+chalices,vesicles-no.no/vesicles0vesicles1chalices2vesicles3chalices4vesicles5chalices6no7no8vesicles9chalices:vesicles;chalices<no=chalices>vesicles?no@vesiclesAvesiclesBchalicesCvesiclesDnoEnoFchalicesGchalicesHvesiclesIvesiclesJvesiclesKchalicesLchalicesMnoNnoOnoPvesiclesQchalicesRchalicesSvesiclesTvesiclesUvesiclesVnoWvesiclesXchalicesYvesiclesZno[vesicles\no]chalices^chalices_vesicles`vesiclesachalicesbnocvesiclesdnoevesiclesfchalicesgvesicleshvesiclesivesiclesjvesicleskchaliceslvesiclesmvesiclesnvesiclesovesiclespvesiclesqvesiclesrvesiclessvesiclestyesunovnownoxyesyyeszyes{no|yes}no~yesyesyesyesnonoyesyesyesyesyesyesnoyesyesnoyesyesyesyesyesyesyesnonoyesyesnoyesyesnoyesyesnonoyesyesnonoyesyesyesyesyesno]\[YZTUVWXKLMNOPQRS9:;<=>?@ABCDEFGHIJ !"#$%&'()*+,-./012345678tuvwxyz{|}~     GCOLnonononoyesyesnono yes yes yes no yesnoyesyesyesyesyesyesnonoyesyesyesyesnoyesyesyesyes no!no"no#yes$no%no&yes'yes(no)yes*no+yes,no-yes.yes/yes0no1yes2yes3no4yes5yes6no7yes8yes9yes:yes;no<yes=yes>no?yes@yesAnoByesCyesDnoEyesFyesGyesHnoIyesJyesKnoLyesMnoNyesOyesPyesQyesRyesSyesTyesUyesVyesWyesXyesYnoZno[no\yes]yes^yes_yes`yesanobyescnodyeseyesfyesgyeshyesinojyeskyeslyesmnonyesoyespyesqyesryessyestnouyesvyeswnoxyesyyeszyes{yes|yes}yes~yesnonoyesyesyesyesyesyesnoyesnoyesyesyesnononoyesnoyesnoyesyesnoyesnoyesyesyesyesyesyesyesyesyesyesyesyesyesyesyesyesnono0G0F0E0C0D0>0?0@0A0B05060708090:0;0<0=0#0$0%0&0'0(0)0*0+0,0-0.0/0001020304000000000 0 0 0 0 0000000000000000000 0!0"^_`abcdefghijklmnopqrstuvwxyz{|}~GCOLyesyesyesyesyesyesyesyes yes yes no yes yesyesyesyesyesyesnonoyesyesyesyesnoyesnoyesnoyesyes no!yes"yes#yes$yes%yes&yes'no(yes)yes*yes+yes,yes-yes.no/yes0yes1yes2yes3yes4yes5no6yes7yes8yes9yes:yes;yes<yes=yes>yes?yes@yesAyesByesCyesDnoEnoFyesGyesHroundIovalJovalKroundLroundMovalNovalOovalPovalQovalRroundSovalTovalUroundVovalWroundXovalYroundZoval[round\oval]oval^oval_round`ovalaroundbovalcrounddroundeovalfovalgovalhovaliovaljovalkroundlovalmovalnroundoovalproundqroundrovalsovaltrounduovalvovalwbeanxovalyroundzround{round|round}round~ovalovalovalroundovalroundovalroundovalroundroundroundovalroundroundroundroundovalovalovalroundroundroundbeanovalroundroundroundovalroundroundroundovalovalovalroundbeanroundovalovalroundroundovalroundovalp1p0p/p-p.p(p)p*p+p,pp p!p"p#p$p%p&p'p ppppppppppppppppp0000000000000000000000000ppppppppp p p p 0H0I0J0K0L0M0N0O0P0Q0R0S0T0U0V0W0X0Y0Z0[0\0]0^0_0`0a0b0c0d0e0f0g0h0i0j0k0l0m0n0o0p0q0r0s0t0u0v0w0x0y0z0{0|0}0~0000000000000000000GCOLroundovalovalovalroundovalroundoval round oval oval bean ovalovalroundroundovalovalroundbeanovalovalovalovalroundovalroundovalovalroundround round!round"oval#round$round%oval&oval'oval(oval)oval*round+oval,oval-oval.round/bean0round1round2yes3no4yes5no6yes7yes8yes9yes:yes;no<no=yes>no?yes@yesAyesByesCnoDyesEyesFyesGyesHyesIyesJyesKnoLyesMyesNnoOyesPyesQyesRyesSnoTyesUyesVnoWnoXyesYyesZyes[yes\no]no^yes_no`yesanobnocyesdyesenofyesgnohnoiyesjyesknolnomyesnnoonopnoqyesryessyestyesuyesvyeswyesxyesyyeszyes{no|yes}no~nonoyesyesyesnoyesyesyesyesyesyesyesnonoyesyesyesyesnoyesyesyesyesyesyesnoyesyesyesnoyesyesyesyesnoyesyesyesyesyesyesnoyesyesp@ L@ LSNODxpX0R(OXCHHB<8P@ Lchanges_in_nodebl_of_lymph_cextravasatesspecial_formsdislocation_ofexclusion_of_nochanges_in_lymearly_uptake_indefect_in_nodebl_of_lymph_sint1block_of_affereregeneration_ofby_passchanges_in_struclasslymphaticsint0X 01PL3@ L     ppppppppppp|p}p~ppppppppppppppppppppppppppppppppppp2p3p4p5p6p7p8p9p:p;p<p=p>p?p@pApBpCpDpEpFpGpHpIpJpKpLpMpNpOpPpQpRpSpTpUpVpWpXpYpZp[p\p]p^p_p`papbpcpdpepfpgphpipjpkplpmpnpopppqprpsptpupvpwpxpypzp{GCOLyesnoyesyesyesnonoyes yes no yes no yesyesyesyesyesyesnoyesyesyesyesnonoyesyes lac_margin lac_margin lac_centrallacunar lac_central! lac_central" lac_central#lacunar$ lac_central%lacunar& lac_margin'lacunar( lac_central) lac_central*lacunar+lacunar,lacunar- lac_margin.lacunar/ lac_central0 lac_margin1lacunar2 lac_margin3 lac_margin4lacunar5 lac_central6lacunar7 lac_central8 lac_central9lacunar: lac_central; lac_central<lacunar= lac_margin>no? lac_central@ lac_centralA lac_centralB lac_marginC lac_marginD lac_marginE lac_marginF lac_marginG lac_marginH lac_marginI lac_centralJlacunarKnoLlacunarM lac_marginN lac_centralO lac_marginP lac_centralQlacunarRlacunarSlacunarTlacunarU lac_marginVlacunarW lac_centralXlacunarY lac_marginZlacunar[ lac_central\lacunar] lac_margin^ lac_margin_lacunar` lac_marginalacunarb lac_centralc lac_centraldlacunare lac_centralflacunarglacunarh lac_centralinojlacunark lac_marginl lac_centralm lac_marginn lac_marginolacunarp lac_centralq lac_centralrlacunarslacunartlacunaru lac_centralv lac_centralw lac_marginxlacunary lac_centralz lac_margin{lacunar|lacunar} lac_margin~ lac_margin lac_marginlacunarlacunar lac_margin lac_margin lac_margin lac_margin lac_margin lac_centrallacunar lac_centrallacunar lac_central lac_central lac_central lac_margin lac_marginlacunar lac_margin                         fg hij k l m no p qrst u v wx y z{| } ~       ! "# $% &' ( )*+, -. / 01 2 34 56 7 89 : ;< => ? @ A B C D E F G H IJKL M N O PQRST UV WX YZ [\ ] ^_ `a b cd eGCOLlacunarlacunarlacunar lac_centrallacunar lac_margin lac_central lac_margin lac_margin lac_central lac_central lacunar lac_central lac_central lac_central lac_margin lac_marginlacunarlacunar lac_central lac_central lac_central lac_margin lac_central lac_central lac_margin lac_marginlacunar lac_central lac_centralno no!no"no#no$no%no&no'no(no)no*no+no,no-no.no/no0no1no2no3no4no5no6no7no8no9no:yes;no<no=no>no?no@noAnoBnoCnoDnoEnoFnoGnoHnoInoJnoKnoLyesMnoNnoOnoPnoQnoRnoSnoTnoUnoVnoWnoXnoYnoZno[no\no]no^yes_no`noanobnocnodnoenofnognohnoinojnoknolnomnonnoonopnoqnornosnotnounovnownoxnoynozno{no|no}no~nonononoyesnonononononononononoyesnonononononononononononononononoyesnononono0!0!0!0! 0! 0!0!0! 0! 0! 0!0!0!0!0!0!ijklmnopqrstuvwxyz{|}~ !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghGCOLnoyesnononononono no no no no nonononoyesyesnoyesyesnoyesnoyesnoyesnoyesyesyes yes!yes"yes#no$no%no&no'no(yes)no*yes+no,yes-yes.yes/no0no1yes2yes3no4yes5yes6no7yes8no9yes:yes;yes<yes=yes>yes?no@noAyesByesCyesDyesEnoFnoGnoHyesIyesJnoKnoLnoMnoNyesOyesPyesQyesRyesSyesTnoUyesVnoWnoXyesYyesZno[no\yes]yes^no_no`yesanobyescyesdyeseyesfyesgyeshnoinojyesknolyesmnonyesonopnoqyesryessyestyesuyesvnowyesxyesyyeszno{no|yes}yes~noyesyesnoyesyesnonoyesnoyesyesnononoyesyesyesyesnoyesnononoyesyesnononononononononononoyesyesnonononoyesno0!0!0!0!0!0!0!0!0!0!0!0!0!0!0!0!0!0!0!0!0!0!0!0!0!0!0!0!0!0!0!0!0!0!0!0!0!0![0!\0!]0!^0!_0!`0!a0!b0!c0!d0!e0!f0!g0!h0!i0!j0!k0!l0!m0!n0!o0!p0!q0!r0!s0!t0!u0!v0!w0!x0!y0!z0!{0!|0!}0!~0!0!0!0!0!0!0!0!0!0!0!0!0!0!0!0!0! 0!!0!"0!#0!$0!%0!&0!'0!(0!)0!*0!+0!,0!-0!.0!/0!00!10!20!30!40!50!60!70!80!90!:0!;0!<0!=0!>0!?0!@0!A0!B0!C0!D0!E0!F0!G0!H0!I0!J0!K0!L0!M0!N0!O0!P0!Q0!R0!S0!T0!U0!V0!W0!X0!Y0!ZD@ L^@ L@w@ LSNODhSX">8AH Q@ L@ L LNNNNNNNNNNN|N}N~NNNNNNNjNkNlNmNnNoNpNqNrNsNtNuNvNwNxNyNzN{NENFNGNHNINJNKNLNMNNNONPNQNRNSNTNUNVNWNXNYNZN[N\N]N^N_N`NaNbNcNdNeNfNgNhNi0!0!0!0!0!0!NNNNNNNNN N N N N NNNNNNNNNNNNNNNNNNN N!N"N#N$N%N&N'N(N)N*N+N,N-N.N/N0N1N2N3N4N5N6N7N8N9N:N;N<N=N>N?N@NANBNCNDGCOLnononononononono no no yes no nononononononononoyesnonononononononono yes!no"yes#no$no%no&no'no(no)no*no+no,no-no.no/no0no1no2no3no4no5no6no7no8no9no:no;no<no=no>no?no@noAnoBnoCnoDnoEnoFnoGnoHnoInoJnoKnoLnoMnoNnoOnoPnoQnoRnoSnoTnoUyesVnoWnoXnoYnoZno[no\no]no^yes_no`noanobnocnodnoenofnognohnoiyesjnoknolnomnonnoonopnoqnornosnotnounovnownoxnoynozyes{no|no}no~nonononononononononononononoyesnonononononoyesnononononononoyesnononoyesyesnononononononononoyes@gx@gw@gv@gt@gu@go@gp@gq@gr@gs@gf@gg@gh@gi@gj@gk@gl@gm@gn@gT@gU@gV@gW@gX@gY@gZ@g[@g\@g]@g^@g_@g`@ga@gb@gc@gd@ge@g/@g0@g1@g2@g3@g4@g5@g6@g7@g8@g9@g:@g;@g<@g=@g>@g?@g@@gA@gB@gC@gD@gE@gF@gG@gH@gI@gJ@gK@gL@gM@gN@gO@gP@gQ@gR@gSNNNNNNNNNNNNNNNNNNNNNNNNNNNN@g@g@g@g@g@g@g@g@g @g @g @g @g @g@g@g@g@g@g@g@g@g@g@g@g@g@g@g@g@g@g@g @g!@g"@g#@g$@g%@g&@g'@g(@g)@g*@g+@g,@g-@g.GCOLnoyesnononononono yes no yes yes noyesnononoyesnonononoyesnononononononono no!no"no#no$yes%yes&no'yes(no)yes*no+no,yes-no.no/no0no1yes2no3no4no5no6no7no8yes9yes:yes;no<no=no>yes?yes@noAnoBnoCnoDnoEnoFnoGnoHyesIyesJnoKnoLnoMnoNyesOnoPyesQnoRnoSyesTnoUnoVnoWnoXnoYnoZno[no\no]no^no_no`yesayesbnocyesdyesenofnognohnoinojyeskyeslnomnonnoonopnoqnornosnotnounovyeswyesxnoystrippedzcoarse{faint|grainy}diluted~grainydilutedfaintfaintfaintgrainy drop_likegrainyfaintfaintcoarsecoarse drop_likefaintdilutedfaintcoarsedilutedfaintstrippedcoarsefaintstrippedfaint drop_likefaintcoarse drop_likedilutedgrainyfaintfaintdilutedfaintdiluteddilutedgrainydiluted drop_likedilutedfaintfaintnodcb `a[\]^_RSTUVWX YZ@ABC DEF GH IJ KLMNOPQ   !"#$%&'()*+ ,-. /0123456789:;< =>?@gy@gz@g{@g|@g}@g~@g@g@g@g@g @g@g@g@g@g@g @g@g@g@g@g@g@g@g@g@g@g@g @g@g@g @g@g@g@g@g@g@g@g@g@g@g @g@g@g@g@g        GCOL drop_likedilutedcoarsecoarse drop_like drop_likedilutedfaint diluted coarse faint faint drop_like drop_likedilutedstrippedgrainycoarsefaintcoarsefaintcoarsecoarsedilutedfaintfaintcoarse drop_likecoarse drop_likestripped diluted!diluted"diluted#faint$coarse%coarse&faint'faint(faint)faint*coarse+diluted, drop_like-grainy.coarse/ reticular0faint1no2diluted3coarse4faint5coarse6coarse7diluted8grainy9grainy:diluted;faint<coarse= drop_like>grainy?faint@coarseAcoarseBfaintCgrainyD drop_likeEcoarseFfaintG drop_likeHfaintI drop_likeJgrainyK drop_likeLdilutedMdilutedNfaintOcoarsePcoarseQcoarseRfaintSfaintTcoarseUdilutedVcoarseWgrainyXstrippedY reticularZfaint[faint\faint]diluted^faint_faint` drop_likeafaintbdilutedcdiluteddstrippede malign_lymphf metastasesg malign_lymphh metastasesi malign_lymphj malign_lymphk metastasesl malign_lymphm metastasesn metastaseso metastasesp malign_lymphq metastasesr malign_lymphs malign_lympht metastasesu malign_lymphv metastasesw malign_lymphx malign_lymphy malign_lymphz malign_lymph{ malign_lymph| malign_lymph} malign_lymph~ metastases malign_lymph malign_lymph metastases malign_lymph malign_lymph malign_lymph metastases metastasesnormal malign_lymph metastases metastases metastases malign_lymph metastases metastases metastases metastases metastases metastases malign_lymphnormal metastases c ba _ ` Z [ \ ] ^ Q R S T U V W X Y ? @ A B C D E F G H I J K L M NO P        ! " # $ % & ' ( )* + , - . / 0 1 2 3 4 5 6 7 8 9 : ; < => e f g h i j k l m n o p q r s t u v w x y z { | } ~                                              GCOL metastases metastases metastases malign_lymph malign_lymph malign_lymph metastases metastases metastases metastases malign_lymph metastases metastases metastases malign_lymph metastases metastases metastases malign_lymph metastases metastases malign_lymph malign_lymph malign_lymph metastases malign_lymph metastases metastases metastases malign_lymph metastases malign_lymph! metastases" metastases# metastases$ metastases% metastases& malign_lymph' metastases( malign_lymph) metastases*fibrosis+ metastases, metastases- metastases. metastases/ metastases0 metastases1 metastases2 metastases3 malign_lymph4 metastases5 metastases6 metastases7 metastases8 metastases9 metastases: malign_lymph; metastases< metastases= metastases>fibrosis? metastases@ malign_lymphA metastasesB metastasesC malign_lymphD malign_lymphE malign_lymphF metastasesG malign_lymphH metastasesI malign_lymphJ malign_lymphK malign_lymphL metastasesM metastasesN metastasesOfibrosisP malign_lymphQ metastasesR metastasesS malign_lymphT metastasesU metastasesV metastasesW malign_lymphX malign_lymphY malign_lymphZ malign_lymph[ malign_lymph\ malign_lymph] malign_lymph^ malign_lymph_ malign_lymph` metastasesafibrosisb malign_lymphc malign_lymphd displacededeformedfarchedg displacedharchedideformedjarchedkarchedlarchedmarchednarchedo displacedpdeformedqarchedrdeformedsarchedtarchedu displacedvarchedwarchedxarchedydeformedzarched{arched| displaced}deformed~arched displaced displaced displaceddeformeddeformed displaceddeformednormalarchedp onlmghij k^ _`ab c de fLMNO PQRST UVW XYZ[\ ]'()*+, -. /01 2 3456789:;<=>?@AB CDEFG H IJK def ghijklmn opqrst uvwxyz{ |}~                ! "#$%&GCOLarcheddeformedarched displacedarcheddeformedarcheddeformed arched arched arched normal archeddeformed displaced displaced displacedarcheddeformedarcheddeformeddeformedarchedarchedarchedarchedarched displaced displaceddeformeddeformed arched!arched" displaced#deformed$deformed%deformed&arched'arched(arched)arched*arched+arched,arched- displaced.deformed/ displaced0deformed1arched2 displaced3 displaced4deformed5deformed6deformed7deformed8arched9deformed:deformed;arched<arched=deformed>arched?arched@deformedAdeformedBarchedC displacedDarchedEarchedFdeformedGdeformedH displacedI displacedJarchedKdeformedLdeformedMarchedNarchedOdeformedP displacedQarchedRarchedSarchedTarchedU displacedVdeformedWarchedX displacedYarchedZdeformed[arched\deformed] displaced^arched_ displaced`deformedadeformedbdeformedc displacedd displacedearchedf displacedgarchedhdeformedideformedjarchedk displacedlarchedmarchedndeformedo displacedparchedqchanges_in_lymrdefect_in_nodeschanges_in_nodetchanges_in_struu special_formsvdislocation_ofwexclusion_of_noxno_of_nodes_inyclassz extravasates{regeneration_of|early_uptake_in}lym_nodes_dimin~lym_nodes_enlar bl_of_lymph_sby_pass bl_of_lymph_cblock_of_affere lymphaticschanges_in_lymdefect_in_nodechanges_in_nodechanges_in_stru special_formsdislocation_ofexclusion_of_noint1class extravasatesregeneration_ofearly_uptake_inint0 bl_of_lymph_sby_pass bl_of_lymph_cblock_of_affere lymphaticsnominal:bean,oval,round    z{|}~qrst uvwxy     TREE0 ?H80LSNOD x  L0L(     ))C/GCOL)nominal:no,lacunar,lac_margin,lac_central)nominal:no,lacunar,lac_margin,lac_centralCnominal:no,grainy,drop_like,coarse,diluted,reticular,stripped,faintnominal:no,chalices,vesiclesnominal:no,yesnominal:no,yesnumeric/nominal:normal,metastases,malign_lymph,fibrosis nominal:no,yes nominal:no,yes nominal:no,yes numeric numericnominal:no,yesnominal:no,yesnominal:no,yesnominal:no,yes(nominal:normal,arched,deformed,displaced