JFIFPhotoshop 3.08BIMh@Machine learning predicts functional outcomes after vestibular s720260905PBlake DavidsonUAuthorvMachine learning predicts functional outcomes after vestibular schwannoma surgery: systematic review and meta-analysis Science@https://scienmag.com/machine-learning-predicts-functional-outcom© 2026 Sciencehttps://scienmag.com/|Vestibular schwannomas, benign tumours arising from the vestibular division of the eighth cranial nerve, sit in one of the most anatomically treacherous corners of the human skull. Nestled in the cerebellopontine angle and intimately wrapped around the facial and cochlear nerves, these tumours have long posed a painful clinical dilemma: how aggressively to treat them […]ScienceCanCancerCancer$AI prediction of functional outcomes-artificial intelligence in skull base surgery=clinical decision support in vestibular schwannoma management*diagnostic test accuracy in neuro-oncology*hearing preservation after tumor resection"machine learning in neuro-oncology+meta-analysis of neuro-oncology diagnostics2neural network models for tumor outcome prediction$predicting facial nerve preservation6retrospective cohort studies on vestibular schwannomas4systematic review of vestibular schwannoma treatment'vestibular schwannoma surgical outcomesC    !'"#%%%),($+!$%$C   $$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$" R !1AQa"7qu26V#BRt$Sbf%CFTr340!1AQqa"2#BR ?vx`ٮIuHTi .P8<*Wt.kEsRO;j;~Em}ȍλ:5-l (.ՎmW+͇@(DF'P|粷ao/7-ww 6:w-*F2KEm7q[ei_Xf֤~BR!;z%(w']m6Dj"pމN'NbIISx3t}J|&z7+3jͩH^Y-*B -OҿDݭypv CnD~*O@2#}j(Z4RHA ཙ߳IW'ECJAAW~}XN5tvn6JNB5x+G~tW߳Jv>wK_v(6*Q&]ež ~KB̟G㱎h-Z}%!]mzW B@ܩǒwD,d6-F/8m:Pסl1iHtr2-;> da1^]!ד|{/mWq n'#W#;"lDy/i%'O*񯰤^l LtZ׉Gh5Yʋ!q i8=>x N;j;~W "Kp"DuKSi$MsiϐXߣ#}juDRn^HrFU EE;SFJ5Ѵ:Wn^HrFU'4#-봵[@#u:/JѺBlJt!fI<F`rbՙ Μ uޔ\=qvKypZvw MueP @QU ܭK|$ kp.:]i.)M#%it4t;^G?I9$(2nCi!:&J{[w<},L2J:YvTg$^ D ?4sYBʐĩ)#AsЄk<]-넙PRoo8PT=tEU1W/ҎF5gO~>JQߨ2xoq|dfsR`.%!jÄcQC`{jsqxI蹫1oDZBz@jX䋘 1heNw=!ncr5钘GDK)'B@QI,m }@}o^ =\F_nb62vY4&[pXNQb-hzËz>14 eVxq撶2Cr[}㥋jS1:iӟ]RcǛH< |KY,'n<)& zP]e)/nٯ ^"ċn%M8}8AC>d.UB;3VK ;ģTƓ.B#%8wU=J&6 Uqpq.oS\(4GKt..Ut[g FF$>s]eM=k RӃ} W7d#1܍*TL@rC5ߢ\S66.+@?9\͹!}Tuщv}iپ)4S\6GʊeّҎ)$u2|Ubh- dyvw&6 't+([m.Z'_J'^WuYqhm[2\\wTFkœkylhUHAimt#C HTks93AN׈- Z;s2q/G -Ou Y?vʏ!10RZOV1zgIeMAWqJӒeȃn%2ϪjV Մ2W/ҎF3w|@/|ۢ |Qe%82UU&ޣf7؊{!+FV7ΣO5<_Kl A`7!{U=t6rm$0RRw]@%BvpMNj'Ma>jK,ޡwVyn'g17q O1]ld7jBJ}H+<{hN l]cC+C;ۤP@jZL C]'SX[,pBCu=(^Ջp`%xi$&Kf%#k'6+̕竑[K3h;c>O']Bzuȳ́ ^,יGf7FO1\e2؈⤆Wth߹G"ڶWL#ɍͲH`6&dDɷ#H %nPbqhoI)wU,oё5BךCJJkۀ >0-5=}vy doMl#\$o)ROT6徍w_.C%K]0(I ďBPWn^HrFW8BQr{ yMiO6 fkJ Ѝ)DI2' ᦞq(k*(ZHS*=]< [q$sjbJ@'^5b7Bw \)v-J!M8orDܶERYu`$ʂղn$QqY FE, CA%jOw3hȽ-΅O+_]qtD"-T˚zҁ'zՊ߳muyv޳@O*V1W/ҎF5R F+G~t[ߩLNP0vc y03,9K#<?~5"0#Y)RۧB6Z\mJBu IЃR4lљ4~Ր0oF8@xnG34n.据K8N)elƧ&Ĵ!qL@hHgNdˈ]th$g*]6 BSߠ?M6)e!9 $W?A<}dLtlIutEWi7hֽ \dњ6FJ[֮@uM%sݹi#TX-;y\8M?bV?[Ɍ\ҼWTn#?ﺣ|H5೥Q=uh*rgZJcBLt 'ϧMtWg FF$2릻<27&(RBmlFDrZyU~.l+>k#. %YJJG-z|83&~B~w̻g_ƚ ln kQ#q{£dSkb7pO$3$,(B5f+!MlM)Ko8IrJaؾu}s;P7Vp϶/}R7杆JAnL/ y[<_P~@FRB.l+>]دQÎ2ov?]OݤB#b-c-tλdO0Y^ ؏#ڎ:!DhH6qo[ܕFp8IHIPVcֻ|6bkd!Ce']x^-l+?l]دQÊ2ov?]Oݡ~p7sϠ*>>qݥkLٕ>CfJww̎~qlsD6BS&~.l+Q'b$'̜ÉP䠕QEbqfLu?v*>.k+(q؇;ii HGÎ2oco+u S:3rCdP5ZRB6ܼލwrWF-kEs! 1Jv>~E[8*zH0l̯pH_>Q3$-,n+u"8jsqcQ=J~E\1 trG;Tyx[6f1HX;JXo]TajI(v;^Ĕ+vVg"fRm7RyŸ~k+;bfB$)QV$2Ha G..Gm(r:8siE}^w¸.BȂ8iQkjĈk[] pkx*HZ>JQߨ2o>s\J;O F:7b#οG22 y8aAc~InvWqԫkU898*$]tg FF$֍d*TB۟ѮC쭢߈̒$& @sKb徍w]moCu@}V5uN` _/1D$0m$ou#Xf"; jSt##Ƕڣ394N2vmM2dΔ27QUWIZyy*N}MyaJlό‘x<ݽv]zM%TGBAӗOncW0MlCNJ1^hnV8RC;7"KV \J;O J{2W/ҎFQh]i Ub4D^=Y]qqڶDB "xBvxo2e.ui()jq[DȘhP%(bz 4βfDpDE]U 4cGd;^ۺ OfZlɺQrYq /ّ% sN)" N1-2N)HK?jCi覜O{<)aԦ#u l*uZ=DI#R#mYo/%r(n6],㘳拃Sǁ~w7L%qϝ]N ͰZ{DɸElo8zŖ- D2YP Vn Y187cZ19%ZQ)=4k7^(}A#_x&L8dKw6L=F$h?MRPx>)yur)y"F$U6ἠ?(%aٱH i 'D4u~b[Ж$#a:OC)Оhy|W[F xD8mj7`;nzO3EHӣnRkzz[s@1tPuqwB#D{Fb7| s>A+`; 4,󣳎ح)6q D zpXqA$No~OMǚLMߊ]Nu xn3JIरʈj7dҧCfl,f Hbd|WT󃸫=-|[淥>grO)RNP m!}\iŲ\mjBB#lYb|w>2ۛ^}\(B#^am%{{6S+r-'IwS]zqQVYh]!F(:vO]I_?σio[ ?$5Hk 7Y56iih+}6t d~6Lj橈GFDꩽJj XSK\im-lSe<\MBbB[N.y Kʕ˝NH#a]^3 BK+?wU_YZ)J:*WJ~w7L%ϝ,lce.*?|IKt=HMOۆ+]=tM4R!Pc%bwn*BӼPFBI#&.n`.!ձe9(e1mN#~+$G<2Z >6׋MD