IA ci pathologie
IA ci pathologie dafay jëfandikoo gis-gis ordinatër ci diapositive tisu numérique, di jàppale pathologist yi ñu gis cancer, lim selul yi, ak grade feebar bi ci anam wu gëna gaaw te gëna dëppoo.
Résumé
It turns the century-old microscope workflow into a data-rich, measurable, and scalable process.
Plongeur bu xóot
Ci cosaan, pathologie mooy doktër biy saytu tisu bu taaru ci diapositive yu weer ci suufu mikroskoop. Patologie numérique dafay scanner diapozitif yooyu ci nataali diapozitif yu mat gigapixel (bu nekk dafay am ay miliyaar ciy pixel), ba noppi model IA yi dañu leen di jàngat. Xeetu gis-gis bu lalu ci convolution ak transformateur dañu leen di tàggat ci diapozitif yuñ etikete ngir màndargaal gox yi tumër bi nekk, xàmmee lim mitotik yi, natt ay biomarker yu melni Ki-67 wala HER2, ba noppi jox grade cancer yu melni poñ yu Gleason ngir prostate. Ndax nataal yi dañu yaatu, model yi dañuy liggéey ci ay patch yu ndaw ba noppi tombi resultaa yi ci heatmap yi. FDA nanguna sistem yu melni Paige Prostate ngir jàppale ci gis cancer u prostate, ba noppi laboratuwaar yi dañuy jëfandikoo IA ngir tànneef, saytu kalite, ak xayma limu mën nekk lu jafe wala lu mënatul am ci bët.
Gis-gis xarala
Nataalu diaporama lëmm dafa yaatu lool ngir mëna joxe benn model ci benn yoon, moo tax dañu ko xaaj ay junni-junni carreaux yu ndaw. Bépp carreaux dafay jaar ci encodeur vision, ak pexem bu ñuy woowe jàng instance yu bari dafay may model bi mu jàng diagnostic ci niveau diapozitif doonte etiket bi (cancer vs. deet) rek lañu xamee, xamu ñu barabu tumër bi ndànk. Ginaaw loolu kàrtu tàngoor yi dañuy wane barab yiñ ñaaw xel. Modèlu fondation yiñ njëkka tàggat ci ay milioŋ ciy carreaux yuñ etiketewul leegi dañuy joxe ay man-man yuñ mëna jëfandikoowaat yuy gëna rataxal cancer yu bariwul yi.
njeextalu pexe
Kontekst bi ak sàrt yi
Xeetu liggéey bi mooy wane ndax xalaati IA yi dina ñu mëna wéy di jëflante ak dëggantaan.
Xool kalite
Teg domen yi deñuy indi jafe-jafe ci ni njuumte yi di doxee ak ci xeetu saytu yi.
Tabax tànneef
Dugalug liggéey bu baax dafay méngale kàttan xarala yi ak def liggéey bi ci kanam.
Ëlëgu IA ci Pathologie
Royuwaayi fondaasioŋ pathologie yiñ tàggat ci archive diapozitif yu yaatu dina ñu yamale xeetu tisu yi ak liggéey yi ak etiketu yokk bu néew. Xaarandi lëkkaloo bu gëna dëgër ak genomics ak done klinik ngir saytu multimodal, IA biy wax luy waaja am ci tontu pajum ak mucc ci benn diaporama, ak jëfandikoo IA biy faral di nekk ñaareelu jàngkat ngir dagg njuumte yi. Ginaaw scanner yi dañuy gëna xéewale, pathologie digital ak AI-assisted dina gëna yokk ci labo yu gëna ndaw ak gox yu néew doole, loolu dina yombal xiif pathologist yi ci àdduna bi.
Doxal ci àdduna dëgg
Paige Prostate, jumtukaay la bu FDA nangu, dafay màndargaal barab yi ñu yaakaar ni amna cancer u prostate ci diapositive biopsie ngir jàppale pathologist yi.
IA dafay lim ci saasi selul tumor yu Ki-67 ngir xam ni cancer bi di gaawe tasaaroo.
Algorithm yi dañuy gis tasaaroo cancer bi (metastase) ci diapositive node lymphatique yi, jàpp ay mbooloo yu ndaw yu bët mënatul gis.
IA dafay jox wala pre-grade prostate Gleason poñ yi ngir gëna dëppoo ci digganté pathologist yu bari yi.
Risk yi ak balustrade yi
Wareef yiñ tëral mën nañu dindi prototype yu am doole yi.
Done yu am taarix mën nañu tënk luy lore ci yenn askan.
Sistem yu yàgg yi mën nañu indi ay jafe-jafe ci lëkkaloo ak njëg yu nëbbu.
Roadmap ngir samp gi
Boole ay kàngam ci domen bi, dalee ko ci kaadar jafe-jafe yi ba ci jàngat bi.
Nafar ay yoon ngir saytu ak ay këyit balaa ngay tàmbali.
Teela xool ni ñuy sàmmoonte ak seeni wareef ci wàllu kaaraange.
Defar ko ci ay fase yu leer ci taxawal ak dellu ginaaw.
Weyal di banneexu
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Gis bi ci topp
IA ci toppatoo biy waaja am
Laaj yi ñuy faral di laaj
What is AI in Pathology?
IA ci pathologie dafay jëfandikoo gis-gis ordinatër ci diapositive tisu numérique, di jàppale pathologist yi ñu gis cancer, lim selul yi, ak grade feebar bi ci anam wu gëna gaaw te gëna dëppoo. Dafay soppi liggéeyu mikroskoop bu yàgg bi mu nekk liggéey bu bari ay done, ñu mën ko natt, ba noppi mën ko yokk.
Luy 'nataalu diaporama bu mat' ci pathologie numérique?
Diaporama yi dañu leen di skane ñu nekk nataali gigapixel yu rëy, lu ci bari ay miliyaar ciy pixel, IA daal di koy jàngat.
Lan moo waral model IA yi di defar ay diaporama ci ay carreaux wala ay patch yu ndaw?
Nataali diapozitif yépp dañu yaatu lool ngir ñu mëna ko dugal ci benn model, moo tax dañu leen xaaj ay junni-junni mosaïk, ba noppi ñu boole ci resultaa yi.
Ban sistem IA bu FDA nangu mooy jàppale ci gis cancer u prostate ci biopsie yi?
Paige Prostate amna ndigalu FDA ngir jàppale pathologist yi ñu ràññee gox yi ñu yaakaar ni amna cancer u prostate.
Lan la AI Ki-67 di natt ci biir tumër?
Ki-67 dafay màndargaal bariwaayu selil yi, te lim selil yu baax yi dafay wane ni tumër bi di màggee ak doole.