JFIF$Photoshop 3.08BIM@UNM Researchers Develop Machine Learning Technique to Uncover Hi720260605PSCIENMAGUAuthorwUNM Researchers Develop Machine Learning Technique to Uncover Hidden Self-Harm Histories in Veterans’ Medical Records Science@https://scienmag.com/unm-researchers-develop-machine-learning-te© 2026 Sciencehttps://scienmag.com/In the labyrinthine depths of electronic health records (EHRs), vital information about patients’ mental health silently resides, often obscured and challenging to access. A groundbreaking study conducted by the University of New Mexico School of Medicine has illuminated a significant and troubling void: clinical documentation of self-harm history frequently eludes conventional medical coding systems. By […]ScienceMedMedicineMedicineclinical coding limitations"electronic health records analysis%improving mental health data accuracymachine learning in healthcare&mental health documentation challenges'natural language processing in medicineself-harm detection in veteranssuicide risk prediction methods'translational informatics in healthcareunderreporting of self-injuryveteran mental health research#Veterans Health Administration dataC    !'"#%%%),($+!$%$C   $$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$"C!1AQa"2q#BRr$34S5c%CDT4!1AQ"2aqR#$3Bb ?}6?kiOd T +i3IVQhd8l4xa絴Xe>Ð2i;Fg<)9 VOQI ]4UĖ<9 GD͍Js`E6Mk0.?ď%Jg~F;!uh9H>FS\;,pj":/Ma]'; fבGD1֋%ysl<0z+ ) k'֜Uc 0B)-P =jD"Ȧ,-#"O4Siخ**NCl1K D M*4fh"ˊIoY6Vm a":Av!N873̂X[Z~nt=ڔ=-ͻM^G3GVd;G1cM#}qkoh&^3HEPUX'oVZ..GjaW϶FqRtES+[uyetuW.}0{п ͞9G1q DR&F*T;巃I '4l¶}2wy×?em\@p`)6vAg/ (טռXlWk(8R Nn􋟸On2P;5K*Pj)ww)yvK ֛HuU;U3 &iKGd#_OS E)& w߭._١E萠]ϷIuhóFae-X̫?KBWm\0Ty>rQ:NhZΥ56E &UwNn*FHO5G)*Jn0f1>f4s1ODX]HSmpMⴑr^5'` S=j8w2KFf%ҢŽ>0E&% a 7Ֆ3x?頸7he -<vі6Zps {xcQ?F"\̚61M\f #% HkmZtW|{\H>k+\յ k??(F۽ :\ ~C}dSx2A}^Ioca{Tz.$@Hd*v ts&L[2i#|pe\S&- d~_G: Exem0p1`D_k3X[`{N}vߑhQ-``^wgF;fʇ93`?Xz]/എYY.KNFt?:q^uH#˥-}D=O5hNRR,IJ(8=hg (h}٣IT *if.V\+eYwhV2 'I=ɱ3Z_ȣC$E{b9RQo~Ά;G0U0 ~<m*Ȋcv>di7s؇4qFQsoLq4Ul[]%}.堐XXy*G<[#=S\^ѬJR0Kd3H8-/Zq'<ڝ:a""<:&}HUpdJfܕy@ 8ֳ R}'+N[Z~Wi"1F3C RBslulbxNA>Л]V;Oo#5?184=[WuqcT%xB0A8j3SI )&aXTUm/4OFYT"ù%$3|UsK,vo#8vf8̮< &įKkhDEJZ8;epY%5=2^$HN7$F88#g Y&٘<[2x;gAYh1,ֶ` )I4wHjgQv,W }+R<]Z{.H{kYo$Bш`S()&)bH$|iy!ilgjd$*@9!Xg0jpo奔H%_muMWZMZ\%)yB@I+ Yr6V ZqjizN1'|9֝h}s@ & #cykR EI=r{z:wsx)^֪k$O6o_ZhD]ӯ`yVEo^VkL2Gj}]b- gl3{U^w-A 2qƱ`eSWZZ_\ziXpH2_NӭPjΫtW9UFtU E0\ zϫio-S&?3ffl-2)czFT)$Bl`+q$}XZ#KQE<"L9A~s RA+Y{[J/XUVpzTX" g\&;yUa;sC3޳Zntg[787+y9xP B1)Ua1Uuqф^DP7lXT< VY9^`pI+?{kv,FS&:S9q$B"֎Lfa$S:l!L%UAs3RYb.$դH{'uymq*ji%Ih\2rT}*0vp8 #H1])3Nf#iu%ޙi \ٞ3N 9yD.{H77QZO ]G2ޯArzvqZ(>aiZs^KNy,;|cii܍+}sg*/їq̹ i*GYYgđ}J~a]|HŽ%w]o\ q 4/3X6\5dG]~2Z9Lap2yԮ#GLV뙢'wj1߅R;T[K2VӋ<;*5vC$JkNd 'ZKmary ?*\l6&uU9qҳ6]iւTe.~5۟W`ʸޘ3' Y92Ib>EJ9of딩Rv*JtYǁEy>*((( ʕ*X󣂯8=iRWu~4T*Ty{RN4U!DJdze*UYa9J*