IA ci Dermatologie
Der mooy cër bi gëna mag ci yaram wi, gëna feeñ, kon dermatologie lu baax la ci IA bu sukkandiko ci nataal.
Résumé
Deep learning can classify skin lesions, including potentially deadly melanoma, from photographs at a level that rivals board-certified dermatologists.
Plongeur bu xóot
Benn jàngat bu am solo bu 2017 bu gëstukat yu Stanford amal, taggatna benn reso neuronal bu lalu ci lu tollu ci 130000 nataalu klinik ba noppi wane ni munna xaaj kañseer yu der, boole ci melanoma ak karsinoom, ci anam wu jaar yoon ni 21 dermatolog yu am sertifikaa. Ginaaw loolu ñu ngi tabax ay model ci aplikaasioŋu telefon yu xarañ yi ak jumtukaayi dermoscopie yuy jàngat nataal yuñ yaatal, yu polarisé yi dermatologist yi di jëfandikoo ngir saytu ay taupe. Dige bi mooy triage: jàppale doktër yi ak malaad yi ñu xam ban barab lañu soxla biopsie ci saasi, rawatina ci barab yi dermatologist yi néew. Waaye dermatologie dafa wane jafe-jafe yoon bu leer. Done yi gëna bari ci tàggat yaram der yu weex ñoo leen ëpp doole, moo tax model yi dañuy gëna bon ci der yu ñuul, fu melanoma di gëna néew waaye di gëna faat nit suñu ko ñàkkee. Tabax ay done yu bari yu melni Fitzpatrick 17k ak nataali Dermatologie yu bari mooy li gëna am solo leegi.
Gis-gis xarala
Sistem yooyu dañuy nuru CNN wala transformatëri gis-gis yuñ tàggat ci nataali klinik ak dermoskopik yuñ etikete, ñu koy faral di saytu ci diagnostic yiñ firnde ci biopsie (standard wurus). Dermoscopy dafay yokk yaatal ak leer gu polarisé buy wane pigment bi ci suufu surface bi ak motif vasculaire yu bët mënul gis. Benn fiir bu ñu xamee: model yi mën nañu jàng ay yoon yu gàtt yu baaxul, lu melni màndargaal ay lësioŋ yuñ foto ci wetu benn màrker der wala règle ni dañu bon, ndax màrker yu mel noonu ñoo gëna feeñ ci nataali cancer yi ci diiru tàggat yaram.
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 Dermatologie
Appli triage yuñ yamale ak assistant dermoscopy dina ñu nekk jumtukaayi ligne bu njëkk bi, di yokk depistaasu niveau spesialist ci pratique général ak barab yu néew doole yi. Tëj bërëb bi am ci diggante melo der ak ay done yu bari mooy jafe-jafe bi gëna mag ci wàllu yamale ak gëstu bu am solo. Nataalu yaram wi yépp ak gis-gis coppite IA dina topp beppu taupe ci diir bu gàtt, te ay xeetu multimodal yu boole ay nataal ak jaar-jaaru malaad bi ba ci risku genetik defa wara ñaw ñi soxla biopsie ci dëgg.
Doxal ci àdduna dëgg
Stanford CNN bu 2017 dafa xaaj cancer u der ci ~130,000 nataal yu méngoo ak 21 dermatologist yu am sertifikaa, muy résultat bu am solo ci wàll wi.
Telefoon yu xarañ yi ak aplikaasioŋu dermoscopy yi dañuy tànn li ñu ñaaw njortu ci moom, di jàppale malaad yi ak doktër yi ñu xam li war ñu gaaw ci saytu spesialist bi.
Sistem yiy jël nataalu yaram wi yépp dañuy jëfandikoo IA ngir méngale nataal yi ci diir bu gàtt, ba noppi ràññee ay gaañ-gaañu yu bees wala yuy soppiku ci malaad yi gëna am risk.
Ay done yu bari yu mel ni Fitzpatrick 17k ak ay nataali Dermatology yu bari ñungi leen di tabax ngir wàññi njubte bu IA ci melo der yu ñuul 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
Free newsletter
Get the daily AI briefing
Three verified AI stories every weekday morning, written in plain English. Free forever, no ads.
One email each weekday. Unsubscribe in one click. We never sell or share your address.
Test yourself
Take the AI in Dermatology quiz
Instant feedback on every answer, and a shareable certificate with a verifiable ID once you pass a course.
Support free AI education. AI Understanding is a 501(c)(3) nonprofit — no ads, no paywall, ever. Make a donation
Gis bi ci topp
IA ci jawwu ji ak satelit yi
Laaj yi ñuy faral di laaj
What is AI in Dermatology?
Der mooy cër bi gëna mag ci yaram wi, gëna feeñ, kon dermatologie lu baax la ci IA bu sukkandiko ci nataal. Jàngat bu xóot bi mën na xaaj ay lësioŋ ci der bi, lu ci melni melanoma bu mëna ray nit, ci nataal yi ci dayo buy xëcc dermatologist yi am sertifikaasioŋ.
Lan la gëstub dermatologie bu Stanford ci 2017 wane?
Stanford CNN miñu tàggate ci luy tollu ci 130000 nataal, mu méngoo ak 21 dermatologist yu am sertifikaa ci xaaj cancer u der, muy firnde bu am solo ci xam-xam boobu.
Lan mooy jafe-jafe yoon bu mag biñ bind ci dermatologie IA?
Done yiñ tàggat ci taarix, der yu gëna woyof ñoo ko ëpp doole, moo tax model yi dañuy faral di ñàkka mëna def ci der yu gëna ñuul, fu melanoma di gëna néew waaye dafay gëna faat nit suñu ko ñàkkee.
Lan la dermoscopy di yokk ci nataalu der buñ miin?
Dermoscopy dafay jëfandikoo magnification ak leer gu polarisé ngir wane pigment yi ak jumtukaayi vasculaire yi ci suufu der bi, te bët bu neen mënu ko gis, loolu dina may IA ay man-man yu gëna riis ngir jàngat.
Ban yoon bu gàtt lañu jàpp ni xeetu dermatologie yi di jàng?
Ndax màrker der yi ak njiit yi dañu gëna feeñ ci nataali cancer yi ñuy waajal biopsie, yenn model yi jàng nañu boole màrker yooyu ak malignite moo gën lesion bi ci boppam.
Lan mooy 'standard wurus' bi ñuy faral di jëfandikoo ngir saytu xeetu mbir yooyu?
Dermatologie IA bu wóor dañu koy firndeel ci diagnostic yiñ firndeel ci biopsie, histopathologie standard wurus, du ci etiketu xool yuñ firndewul kese.