How AI can support doctors in diagnosing patients
kAmpCE:7:4:2= :?E6==:86?46 :D EC2?D7@C>:?8 E96 H2J A6@A=6 2AAC@249 >65:4:?6[ 7C@> 5:28?@D:D E@ EC62E>6?E A=2??:?8] %96 4@>A2C:D@? 36EH66? px 2?5 9F>2? 5@4E@CD C2:D6D 6DD6?E:2= BF6DE:@?D 23@FE 244FC24J[ DA665[ 6>A2E9J[ 2?5 D276EJ] x? E9:D 2CE:4=6[ k2 9C67lQ9EEADi^^HHH]5@4EC@?:4]2:^Qms@4EC@?:4k^2m 6IA=@C6D E96 6G:56?46[ E96 EC256\@77D[ 2?5 9@H 6>6C8:?8 D6CG:46D 7:E :?E@ E96 6G@=G:?8 =2?5D42A6 @7 5:C64E\E@\A2E:6?E 42C6]k^Am
k9bm$6EE:?8 E96 $E286i (92E ‘p44FC24J’ |62?D :? s:28?@D:Dk^9bm
kAmk2 9C67lQ9EEADi^^HHH]?6HD\>65:42=]?6E^?6HD^a_ac``_e^px\@FEA6C7@C>D\5@4E@CD\:?\5:28?@DE:4D\3FE\72==D\D9@CE\2D\2\4=:?:42=\2DD:DE2?E]2DAIQmp44FC24J :? 5:28?@D:Dk^2m :D ?@E 2 D:?8=6 >6EC:4] xE 42? :?G@=G6 E96 4@CC64E :56?E:7:42E:@? @7 2 5:D62D6[ E96 AC:@C:E:K2E:@? @7 A@E6?E:2= 42FD6D[ @C E96 86?6C2E:@? @7 2? 2AAC@AC:2E6 EC62E>6?E A=2?] r=:?:42= 4@?E6IE :D 4CF4:2=[ 6?4@>A2DD:?8 A2E:6?E 9:DE@CJ[ A9JD:42= 6I2>:?2E:@? 7:?5:?8D[ =23@C2E@CJ E6DED[ 2?5 :>28:?8 C6DF=ED] x? C62=\H@C=5 AC24E:46[ E96 5:28?@DE:4 ;@FC?6J F?7@=5D @G6C E:>6[ H:E9 :E6C2E:G6 E6DE:?8 2?5 7@==@H\FA]k^Am
kAm|:D5:28?@D:D 42? E2<6 >2?J 7@C>D[ 7C@> 72=D6 ?682E:G6D H96C6 2 4@?5:E:@? :D >:DD65 E@ 72=D6 A@D:E:G6D H96C6 2 962=E9J A6CD@? :D EC62E65 F??646DD2C:=J] %96C6 2C6 2=D@ 568C66D @7 244FC24J[ DF49 2D 36:?8 3C@25=J 4@CC64E 23@FE 2 42E68@CJ @7 :==?6DD G6CDFD AC64:D6=J ?2>:?8 2? F?4@>>@? 5:D62D6] (96? 4@>A2C:?8 px 2?5 5@4E@CD[ :E :D 4CF4:2= E@ 567:?6 H9:49 @7 E96D6 @FE4@>6D :D 36:?8 >62DFC65]k^Am
k9bmw@H px s:28?@D6Di $EC6?8E9D 2?5 {:>:E2E:@?Dk^9bm
kAm|@56C? 5:28?@DE:4 px DJDE6>D C6=J @? =2C86 52E2D6ED[ A2EE6C? C64@8?:E:@?[ 2?5 DE2E:DE:42= >@56=:?8] %96J 42? DJ?E96D:K6 :?7@C>2E:@? 7C@> A66C\C6G:6H65 C6D62C49[ 4=:?:42= 8F:56=:?6D[ 2?5 >2DD:G6 2>@F?ED @7 C62=\H@C=5 52E2] q642FD6 px 42? AC@46DD 72C >@C6 :?7@C>2E:@? :? D64@?5D E92? 2 D:?8=6 4=:?:4:2? 42?[ :E 42? DFC7246 C2C6 5:28?@D6D[ 9:89=:89E @G6C=@@<65 2DD@4:2E:@?D[ 2?5 DF886DE 6G:56?46\32D65 EC62E>6?E @AE:@?D BF:4<=J]k^Am
kAm|249:?6 =62C?:?8 >@56=D 6I46= 2E E2D<D H:E9 4=62C :?AFED 2?5 @FEAFED[ DF49 2D :?E6CAC6E:?8 :>28:?8 D42?D[ C625:?8 A2E9@=@8J D=:56D[ @C AC65:4E:?8 E96 AC@323:=:EJ @7 2 5:28?@D:D 8:G6? 2 D6E @7 DJ>AE@>D] x? E96D6 2C62D[ px 92D 56>@?DEC2E65 A6C7@C>2?46 E92E :D 2D 244FC2E6 @C[ :? D@>6 42D6D[ 6I4665D E92E @7 9F>2? 6IA6CED]k^Am
kAmw@H6G6C[ px DJDE6>D 2=D@ 92G6 =:>:E2E:@?D] %96J 56A6?5 @? E96 BF2=:EJ 2?5 C6AC6D6?E2E:G6?6DD @7 E96:C EC2:?:?8 52E2] q:2D6D :? E96 52E2 42? AC@5F46 3:2D65 @FEAFED] px DJDE6>D 42? DECF88=6 H:E9 G6CJ ?@G6= @C 2EJA:42= AC6D6?E2E:@?D E92E 72== @FED:56 E96 A2EE6C?D E96J H6C6 EC2:?65 @?] p55:E:@?2==J[ >2?J >@56=D 2C6 AC@323:=:DE:4 C2E96C E92? 567:?:E:G6] %96J AC@G:56 =:<6=:9@@5D 2?5 DF886DE:@?D[ ?@E E96 7:?2= 2FE9@C:E2E:G6 ;F58>6?E 2 4=:?:4:2? >2J 8:G6 27E6C DJ?E96D:K:?8 :?E2?8:3=6 2DA64ED @7 42C6]k^Am
kAmkDEC@?8m$A665 2?5 r@?D:DE6?4Jk^DEC@?8mk^Am
kAm~?6 4=62C 25G2?E286 @7 px :D DA665[ H:E9 >2?J DJDE6>D 56=:G6C:?8 4@>AC696?D:G6 5:28?@DE:4 DF886DE:@?D :? D64@?5D] r@?D:DE6?4J :D 2?@E96C[ 2D px 5@6D ?@E DF776C 7C@> 72E:8F6 @C G2C:2?46 36EH66? D9:7ED] %9:D >2<6D px A2CE:4F=2C=J FD67F= 7@C :?:E:2= EC:286 2?5 7@C AC@G:5:?8 2 D64@?5 @A:?:@? E92E 5C2HD @? E96 3C625E9 @7 4@?E6>A@C2CJ >65:42= =:E6C2EFC6]k^Am
kAmkDEC@?8mr@?E6IEF2= &?56CDE2?5:?8 2?5 }F2?46k^DEC@?8mk^Am
kAmwF>2? 4=:?:4:2?D 3C:?8 4@?E6IEF2= <?@H=6586 2?5 4=:?:42= :?EF:E:@? E92E 42? 36 5:77:4F=E E@ 6?4@56] p A9JD:4:2? 42? :?E68C2E6 DF3E=6 4F6D 7C@> 2 A9JD:42= 6I2>[ ?@?G6C32= 4@>>F?:42E:@?[ 2?5 E96 ADJ49@D@4:2= 4@?E6IE @7 2 A2E:6?E] %96D6 6=6>6?ED @7E6? :?7=F6?46 AC6E6DE AC@323:=:EJ 2?5 >2?286>6?E 564:D:@?D :? H2JD px >2J ?@E 7F==J 42AEFC6 2E AC6D6?E]k^Am
k9bmw@H s@4E@CD s:28?@D6i tIA6C:6?46[ #62D@?:?8[ 2?5 wF>2? yF58>6?Ek^9bm
kAms@4E@CD 2CC:G6 2E 5:28?@D6D 3J 4@>3:?:?8 >65:42= <?@H=6586[ 4=:?:42= C62D@?:?8[ A2EE6C? C64@8?:E:@?[ 2?5 6IA6C:6?46] %96J E2<6 9:DE@C:6D[ A6C7@C> A9JD:42= 6I2>D[ @C56C 2?5 :?E6CAC6E E6DED[ 2?5 H6:89 E96 C:D<D 2?5 36?67:ED @7 5:776C6?E 5:28?@DE:4 2?5 E96C2A6FE:4 A2E9D] %96 36DE 4=:?:4:2?D 2=D@ :?4@CA@C2E6 A2E:6?E G2=F6D 2?5 AC676C6?46D :?E@ 564:D:@?\>2<:?8]k^Am
kAmr=:?:42= ;F58>6?E 42? 92?5=6 2>3:8F:EJ 2?5 F?46CE2:?EJ H:E9 ?F2?46 2?5 AC64:D:@?] (96? 72465 H:E9 ?@?DA64:7:4 DJ>AE@>D[ 2 4=:?:4:2? >2J 49@@D6 2 4@?D6CG2E:G6 2AAC@249[ @3D6CG6 E96 A2E:6?E[ @C AFCDF6 E2C86E65 E6DE:?8] wF>2? 5@4E@CD 2C6 2=D@ EC2:?65 E@ 2D< 7@==@H\FA BF6DE:@?D[ AC@36 7@C C65 7=28D[ 2?5 6D42=2E6 42C6 H96? ?646DD2CJ]k^Am
kAmkDEC@?8mtIA6C:6?46 2?5 x?EF:E:@?k^DEC@?8mk^Am
kAm*62CD @7 AC24E:46 3F:=5 >6?E2= >@56=D 2?5 96FC:DE:4D E92E 96=A A9JD:4:2?D C64@8?:K6 A2EE6C?D BF:4<=J] x?EF:E:@?[ @7E6? 56D4C:365 2D 4=:?:42= 86DE2=E[ 42? 36 C6>2C<23=J 244FC2E6 7@C 46CE2:? 4@?5:E:@?D[ 6DA64:2==J H96? 2 4=:?:4:2? 92D 6?4@F?E6C65 D:>:=2C AC6D6?E2E:@?D >F=E:A=6 E:>6D] (96? 4@>3:?65 H:E9 6G:56?46\32D65 AC@E@4@=D[ E9:D :?EF:E:@? 6?92?46D 5:28?@DE:4 244FC24J :? >2?J D6EE:?8D]k^Am
kAmkDEC@?8m{:>:E2E:@?D @7 wF>2? !C24E:46k^DEC@?8mk^Am
kAmwF>2? 4=:?:4:2?D 2C6 DF3;64E E@ 4@8?:E:G6 3:2D6D[ 72E:8F6[ E:>6 AC6DDFC6[ 2?5 G2C:23:=:EJ :? EC2:?:?8 2?5 =@42= AC24E:46 A2EE6C?D] %96D6 9F>2? 724E@CD 42? 4@?EC:3FE6 E@ 5:28?@DE:4 6CC@CD] p446DD E@ FA\E@\52E6 =:E6C2EFC6 G2C:6D[ 2?5 ?@ :?5:G:5F2= 42? C625 6G6CJ ?6H DEF5J E92E :D AF3=:D965] %92E 82A :D H96C6 px DJDE6>D 42? 255 G2=F6 3J 4@?E:?F@FD=J DJ?E96D:K:?8 E96 =2E6DE A66C\C6G:6H65 :?7@C>2E:@?]k^Am
k9bmw625\E@\w625i tG:56?46 7C@> $EF5:6Dk^9bm
kAmk2 9C67lQ9EEADi^^HHH]962=E9]92CG2C5]65F^3=@8^42?\2:\2?DH6C\>65:42=\BF6DE:@?D\36EE6C\E92?\J@FC\5@4E@C\a_ac_bafb_agQmr@>A2C2E:G6 DEF5:6Dk^2m 92G6 J:6=565 >:I65 C6DF=ED[ H:E9 px A6C7@C>:?8 2E @C 23@G6 E96 4=:?:4:2? =6G6= :? DA64:7:4 E2D<D[ DF49 2D :>286 :?E6CAC6E2E:@? 2?5 46CE2:? AC65:4E:G6 >@56=D] w@H6G6C[ 3C@256C 5:28?@DE:4 C62D@?:?8 24C@DD 2 H:56 C2?86 @7 A2E:6?E AC6D6?E2E:@?D DE:== 72G@CD 9F>2? 4=:?:4:2?D @C 9J3C:5 2AAC@2496D] u@C 6I2>A=6[ px 7@C C25:@=@8J 2?5 56C>2E@=@8J :>286 2?2=JD:D 92D 249:6G65 A6C7@C>2?46 4@>A2C23=6 E@ E92E @7 DA64:2=:DED :? 4@?EC@==65 DEF5:6D]k^Am
kAmx? >@C6 4@>A=6I D46?2C:@D E92E C6BF:C6 :?E68C2E:?8 =@?8:EF5:?2= 9:DE@CJ[ G2C:23=6 DJ>AE@>D[ 2?5 D@4:2= 4@?E6IE[ 9F>2? 4=:?:4:2?D EJA:42==J @FEA6C7@C> AFC6=J 2=8@C:E9>:4 DJDE6>D] x? >2?J D6EE:?8D[ E96 :562= 2AAC@249 :D 4@==23@C2E:G6[ FE:=:K:?8 px E@ 2F8>6?E 9F>2? 564:D:@?\>2<:?8 C2E96C E92? C6A=246 :E]k^Am
k9bmr@>A=6>6?E2CJ #@=6Di (96C6 px t?92?46D r=:?:42= r2C6k^9bm
kAmpx 2?5 9F>2? 4=:?:4:2?D 2C6 :?4C62D:?8=J D66? 2D 4@==23@C2E@CD] px 42? 92?5=6 :?:E:2= EC:286[ :56?E:7J 9:89\C:D< A2E:6?ED[ DF>>2C:K6 E96 =2E6DE C6D62C49[ 2?5 86?6C2E6 2 AC:@C:E:K65 5:776C6?E:2= 5:28?@D:D] xE 42? 2=D@ 56E64E DF3E=6 EC6?5D 24C@DD A@AF=2E:@?D E92E DFAA@CE AF3=:4 962=E9 564:D:@?D 2?5 62C=J H2C?:?8 DJDE6>D 7@C @FE3C62<D]k^Am
kAmx? 5:C64E A2E:6?E 42C6[ px @776CD 5:DE:?4E 25G2?E286D :? E6C>D @7 2446DD 2?5 277@C523:=:EJ] %96D6 D6CG:46D 6IA2?5 2446DD E@ BF:4<[ 6G:56?46\32D65 8F:52?46 2?5 42? 4@??64E A2E:6?ED E@ 9F>2? 42C6 H96? ?66565]k^Am
kAmkDEC@?8m$64@?5 ~A:?:@?D 2?5 s64:D:@? $FAA@CEk^DEC@?8mk^Am
kAmpx :D A2CE:4F=2C=J G2=F23=6 2D 2 D64@?5 @A:?:@? E@@=] p 4=:?:4:2? >2J 4@?DF=E 2? px DJDE6> E@ 4964< 7@C C2C6 5:28?@D6D @C E@ C6G:6H E96 =2E6DE 8F:56=:?6D] %9:D C65F46D E96 492?46 E92E F?4@>>@? 3FE D6C:@FD 4@?5:E:@?D 2C6 >:DD65[ 2?5 :E DFAA@CED D276C[ >@C6 4@?D:DE6?E 42C6 24C@DD 5:G6CD6 AC24E:46 D6EE:?8D]k^Am
kAmkDEC@?8m!2E:6?E p446DD 2?5 r@?G6?:6?46k^DEC@?8mk^Am
kAmpx\5C:G6? A=2E7@C>D 42? D:8?:7:42?E=J 6?92?46 2446DD E@ 32D:4 5:28?@DE:4 2DD6DD>6?ED[ A2CE:4F=2C=J 7@C :?5:G:5F2=D :? C6>@E6 2C62D @C E9@D6 H:E9 =:>:E65 C6D@FC46D]k^Am
k9bm$276EJ[ #68F=2E:@?[ 2?5 %CFDEk^9bm
kAms:28?@DE:4 D276EJ C6BF:C6D @G6CD:89E[ G2=:52E:@?[ 2?5 4@?E:?F@FD >@?:E@C:?8] |65:42= 56G:46D 2?5 4=:?:42= 564:D:@? DFAA@CE E@@=D @7E6? 7246 C68F=2E@CJ D4CFE:?J E@ 6?DFC6 E96J >66E D276EJ 2?5 677:424J DE2?52C5D] %C2?DA2C6?4J 23@FE 9@H px C62496D :ED 4@?4=FD:@?D[ :?4=F5:?8 :ED =:>:E2E:@?D 2?5 4@?7:56?46 =6G6=D[ :D 6DD6?E:2= 7@C 3F:=5:?8 ECFDE 36EH66? 4=:?:4:2?D 2?5 A2E:6?ED]k^Am
kAm#68F=2E@CD 2?5 AC@76DD:@?2= D@4:6E:6D 2C6 H@C<:?8 E@ 4C62E6 7C2>6H@C<D E92E 2==@H :??@G2E:@? H9:=6 AC@E64E:?8 A2E:6?ED] %96 C@=6 @7 6IA=2:?23:=:EJ :? px C64@>>6?52E:@?D C6>2:?D 2 E@A:4 @7 @?8@:?8 5632E6[ D:?46 D@>6 >249:?6 =62C?:?8 >@56=D 2C6 =6DD EC2?DA2C6?E E92? EC25:E:@?2= 4=:?:42= C62D@?:?8]k^Am
k9bm#62= (@C=5 &D6 r2D6D 2?5 ~FE4@>6Dk^9bm
kAm#62=\H@C=5 56A=@J>6?ED @7 px :? 4=:?:42= D6EE:?8D 92G6 D9@H? C65F4E:@?D :? 5:28?@DE:4 E:>6[ :>AC@G65 56E64E:@? @7 DA64:7:4 4@?5:E:@?D[ 2?5 6?92?465 H@C<7=@H 677:4:6?4J] x? AC:>2CJ 42C6 2?5 FC86?E EC:286[ px E@@=D 42? C65F46 H2:E E:>6D 2?5 8F:56 A2E:6?ED E@ E96 2AAC@AC:2E6 =6G6= @7 42C6]k^Am
kAmu@C 2? :?5:G:5F2= A2E:6?E[ E96 49@:46 @7 E@@= D9@F=5 >2E49 E96 4=:?:42= BF6DE:@?] u@C 2 4@>>@? 4@=5[ 2 DJ>AE@> 4964<6C >2J AC@G:56 DF77:4:6?E 8F:52?46] u@C 496DE A2:?[ AC@>AE 5:28?@DE:4 E6DE:?8 :D 6DD6?E:2=[ 2=@?8 H:E9 2 9F>2? 4=:?:4:2?VD 6IA6CE:D6]k^Am
kAmkDEC@?8m!@AF=2E:@? w62=E9 q6?67:EDk^DEC@?8mk^Am
kAmp88C682E65 px 2?2=JD6D 42? :>AC@G6 D4C66?:?8 AC@8C2>D[ :56?E:7J 42C6 82AD[ 2?5 AC@G:56 AC65:4E:G6 :?D:89ED E92E 8F:56 AC6G6?E:G6 42C6] w62=E9 DJDE6>D E92E =6G6C286 px 92G6 C6A@CE65 :>AC@G6>6?ED :? 62C=J 56E64E:@? @7 49C@?:4 4@?5:E:@?D 2?5 DEC62>=:?65 42C6 4@@C5:?2E:@?]k^Am
kAmkDEC@?8m{:>:E2E:@?D :? s6A=@J>6?Ek^DEC@?8mk^Am
kAmx>A=6>6?E2E:@? 492==6?86D :?4=F56 :?E68C2E:?8 px E@@=D :?E@ 4=:?:42= H@C<7=@HD[ 6?DFC:?8 52E2 AC:G24J[ 2?5 255C6DD:?8 52E2 5:DA2C:E:6D E92E 42? :>A24E A6C7@C>2?46 24C@DD 5:G6CD6 A@AF=2E:@?D] r@?E:?F@FD G2=:52E:@? :? C62=\H@C=5 D6EE:?8D :D ?646DD2CJ E@ >2:?E2:? 244FC24J 2?5 6BF:EJ]k^Am
k9bm!2E:6?E tIA6C:6?46i t>A2E9J[ |6>@CJ[ 2?5 r@?E:?F:EJk^9bm
kAms:28?@D:D :D ?@E @?=J 2 E649?:42= E2D<[ :E :D 2=D@ 2 9F>2? 6IA6C:6?46] !2E:6?ED G2=F6 6>A2E9J[ C62DDFC2?46[ 2?5 E96 766=:?8 E92E 2 4=:?:4:2? F?56CDE2?5D E96:C 9:DE@CJ] w6C6[ px 42? @776C F?:BF6 36?67:ED[ DF49 2D C6>6>36C:?8 AC:@C G:D:ED :? A6C764E 56E2:= 2?5 DJ?E96D:K:?8 =@?8\E6C> C64@C5D H:E9@FE 4@8?:E:G6 @G6C=@25]k^Am
k9bm(96? E@ &D6 px p=@?6[ 2?5 (96? E@ $66 2 s@4E@Ck^9bm
kAmpx :D DF:E23=6 7@C 255C6DD:?8 >2?J ?@?FC86?E 4@?46C?D[ :?:E:2= EC:286[ 2?5 82E96C:?8 :?7@C>2E:@? AC:@C E@ 2 4=:?:42= G:D:E] xE 6I46=D 2E AC@G:5:?8 BF:4<[ 6G:56?46\32D65 2?DH6CD 2?5 42? 8F:56 E96 ?6IE DE6AD] w@H6G6C[ :E D9@F=5 ?@E C6A=246 :?\A6CD@? 6G2=F2E:@? 7@C 24FE6 >65:42= 6>6C86?4:6D[ 7@C 4@>A=6I 5:28?@DE:4 5:=6>>2D E92E C6BF:C6 92?5D\@? 6I2>:?2E:@? @C 25G2?465 E6DE:?8[ @C 7@C AC@465FC6D E92E >2?52E6 2 =:46?D65 4=:?:4:2?]k^Am
k9bmuFEFC6 s:C64E:@?Di wJ3C:5 |@56=D 2?5 r@?E:?F@FD {62C?:?8k^9bm
kAm%96 7FEFC6 :D @?6 @7 :?E68C2E:@?[ H96C6 px 2F8>6?ED 4=:?:4:2?D 2?5 A2E:6?E\724:?8 E@@=D =:?< D62>=6DD=J E@ 9F>2? 42C6] r@?E:?F@FD =62C?:?8 DJDE6>D H:== C67:?6 >@56=D 2D ?6H 52E2 244F>F=2E6D[ 2?5 4=:?:4:2?D H:== :?4C62D:?8=J C6=J @? px 7@C FA\E@\52E6 C64@>>6?52E:@?D] #68F=2E:@?[ 6E9:4D[ 2?5 C@3FDE 6G2=F2E:@? H:== 36 G:E2= E@ 6?DFC6 D276EJ 2?5 6BF:EJ]k^Am
kAmpD px 4@?E:?F6D E@ :>AC@G6[ E96 32=2?46 @7 DEC6?8E9D H:== D9:7E] wF>2? @G6CD:89E H:== C6>2:? 6DD6?E:2=[ 3FE >2?J C@FE:?6 E2D<D H:== 36 2FE@>2E65[ 7C66:?8 4=:?:4:2?D E@ 7@4FD @? 4@>A=6I ;F58>6?E[ :?E6CA6CD@?2= 42C6[ 2?5 AC@465FC6D] %96 C6DF=E D9@F=5 36 72DE6C[ H:D6C[ 2?5 >@C6 A6CD@?2= 42C6 7@C A2E:6?ED]k^Am
k9bm(9J px 2?5 s@4E@CD (@C< q6DE 2D !2CE?6CDk^9bm
kAmpx 2?5 5@4E@CD 2C6 ?@E 25G6CD2C:6Dj E96J 2C6 A2CE?6CD] x? 4@?EC@==65 E2D<D[ px 42? 36 >@C6 244FC2E6 E92? :?5:G:5F2= 4=:?:4:2?D[ H9:=6 9F>2?D 3C:?8 4@?E6IEF2= ;F58>6?E[ 92?5D\@? 2DD6DD>6?E[ 2?5 6>A2E96E:4 42C6] %96 DJ?6C8J @7 px\DFAA@CE65 4=:?:4:2?D AC@5F46D 36EE6C @FE4@>6D E92? 6:E96C 2=@?6]k^Am
kAm&=E:>2E6=J[ E96 BF6DE:@? :D ?@E H9@ :D >@C6 244FC2E6 24C@DD 6G6CJ D46?2C:@[ px @C 5@4E@CDj :E :D 9@H E@ FD6 6249 C6D@FC46 H96C6 :E A6C7@C>D 36DE] (96? :?E68C2E65 E9@F89E7F==J[ px 2?5 9F>2? 4=:?:4:2?D 42? H@C< E@86E96C E@ C65F46 5:28?@DE:4 6CC@CD[ 6IA2?5 2446DD[ 2?5 4C62E6 2 >@C6 C6DA@?D:G6 962=E942C6 DJDE6> 7@C 6G6CJ@?6]k^Am
kAmk2 9C67lQ9EEADi^^HHH]5@4EC@?:4]2:^3=@8^2:\GD\5@4E@CD\H9@\>2<6D\E96\>@C6\244FC2E6\5:28?@D:D^Qmk6>m%9:D DE@CJk^6>mk^2m k6>mH2D AC@5F465 3Jk^6>m k2 9C67lQ9EEADi^^HHH]5@4EC@?:4]2:^Qmk6>ms@4EC@?:4k^6>mk^2m k6>m2?5 C6G:6H65 2?5 5:DEC:3FE65 3Jk^6>m k2 9C67lQ9EEADi^^9F3D]=2^"_b<=8$#_Q C6=lQ?@7@==@HQmk6>m$E24<6Ck^6>mk^2m]k^Am
(0) comments
Welcome to the discussion.
Log In
Keep it Clean. Please avoid obscene, vulgar, lewd, racist or sexually-oriented language.
PLEASE TURN OFF YOUR CAPS LOCK.
Don't Threaten. Threats of harming another person will not be tolerated.
Be Truthful. Don't knowingly lie about anyone or anything.
Be Nice. No racism, sexism or any sort of -ism that is degrading to another person.
Be Proactive. Use the 'Report' link on each comment to let us know of abusive posts.
Share with Us. We'd love to hear eyewitness accounts, the history behind an article.