Up nextGis bi ci topp
AI Dental X-Ray bëñ bu bëñ
IA buy wane
GUIDE IA visuel
AI gis nodule poumon
Gis-gis nodule ci poumon yi ci IA dafay jëfandikoo ay modelu gis-gis ci ordinatër, li ci gëna bari ay reso neuronal yu xóot, ngir gis, natt ak xool ay barab yu ndaw ci biir poumon yi ci scanner CT, ak xayma ni barab bu nekk mëna nekk cancer.
Ci xët wii4 simili jàng
Résumé
Dafa am solo ndax depistaasu CT ci dose yu néew dafay wàññi li ñuy ñàkk ci cancer u poumon. Waaye scanner bu nekk amna téemeeri daggitu yu sew yuñ wara jàng, te nodule yu bari duñu lore. Jumtukaay yiy gis nodule yi ci anam wu wóor, ba noppi di jàppale ñu tàqale ñi am risk ak ñi amul loraange, dañuy indi jafe-jafe ci cancer yi ñu ñàkk ak ci toppatoo yi amul njariñ.
Plongeur bu xóot
Nodule pulmonaire barab bu rond la ci biir pulmon bi, yaatuwaayam yegg ba 3 cm. Lépp lu gëna mag ñu koy faral di woowe maas. Nodule yi dañu bari lool, li ci gëna bari ay légetasioŋ yu yàgg lañu, infeksioŋ wala màgg yu baax. Ci CT dañu leen wax ni ay solide, ay parti-solid wala ay weer yu am suuf, te xeetu CT bu nekk amna risk bu wuute. Screening mooy barab bi IA gëna xëcc xel. Jàngat bu mag biñ amal ci Etats Unis ci atum 2011, dafa wane ni CT ci dose yu ndaw wàññi na 20 pursaa ci limu nit ñi di def ci cancer u poumon suñu ko méngale ak rayon X ci dënn bi. Ginaaw loolu àtteb NELSON bu Europe dafa firndeel njariñ li. Ci atum 2021, kuréel gi yor wàllu fàggu ci Etats Unis dafa digal ñu saytu at mu nekk mag ñi am 50 ba 80 at, yu am 20 at ci tóx, te ba leegi ñu ngi tóx wala ñu bàyyi ci 15 at yi weesu. Sistemu Lung-RADS bu Daara bu kawe bu Radiologie ci Amerique dafay yamale ni ñuy rapooree ak toppatoo scanner yi. Nodule yiñ gis ci scanner yi ñu def ci yeneen sabab, dañu leen di faral di topp tegtali Fleischner Society. IA defna ñatti liggéey yu wuute. Gis-gis bi dafay gis ay nodule yuñ mëna tànn. Natt segment nodule bu nekk ngir xam dayoom ak volume bi. Màndargaal dafay xayma risku cancer. Benn jàngat bu 2019 Google ci Pajum Nature tàggat na xeetu jàng bu xóot ci skane NLST. Ci test yi ñu def ci ginaaw te kenn deful benn scanner ngir méngale, dafa méngoo wala raw radiologist yi ci wax luy waaja am ci cancer. Sybil, ñu defaree ko ci MIT ak ci Hopitaal bu mag bu Massachusetts, dafay xayma risku am cancer u poumon ci at yii ci topp su amee benn CT bu ndaw, doonte amul benn nodule buñ ñaaw njortu ci moom. Njuumteg positif mooy kompromis bi gëna mag. Ci NLST, lu tollu ci ñeent ci paccu ekraŋ yi dañu baax, te li ëppu ci ñoom amul cancer. Detektër bu gëna am yëg-yëg dafay màndargaal barab yu bari, loolu dafay yokk diiru jàng, topp scanner, jaaxle ak yenn saa yi ay doxalin yuy sonal. Li ñu bari gëm mooy IA dafay saytu cancer u poumon. Dafay màndargaal ak xayma risk yi, te jël misaalu tisu kese mooy firndeel ni cancer la.
njeextalu pexe
Gaawaay ak yaatuwaay
Visual IA mën na otomatise saytu, gis ak etiketu liggéey ci eskaal.
Tabax tànneef
Ekipu kreatif yi mën nañu defar konsept yu gëna gaaw te duñu def lu bari ci loxo.
Ekip ak def liggéey
Liggéeyukaay yi mën nañu jëfandikoo siñaal nataal wala wideo yu jafewoon lool ci liggéey.
Ëlëgu IA ngir gis ay nodule ci poumon yi
Gëstukat yi ñu ngi natt ni xeetu risk yu melni Sybil mëna personaaliseer diggante depistaasoŋ yi, ak ndax IA mën na jàppale prograami depistaasoŋ yi ñu yaatu te du yokk ci liggéeyu radiologist bi. Depistaasu CT yi dañuy wane itam calcium coronaire ak emphysem, kon jumtukaay yiy xamle li ñu gis mën nañu yokk solo. Yenn prograam yi dañuy saytu kuréel yu nekk ci biti kritër yi lalu ci tóx, lu ci melni nit ñi am jaar-jaar ci seen njaboot. Laaj yi gëna am solo ñooy naka jumtukaay yii di doxee ci askan yu bari ak scanner, ak ndax ñu ngi wàññi njuumte-positif yi te duñu ñàkka am cancer. Ba leegi firnde yooyu ñu ngi gëna bari.
Doxal ci àdduna dëgg
Prograamu depistaas dafay doxal losisel biy gis ci CT bu dose bu ndaw bu nekk. Dafay màndargaal benn nodule bu 5 mm ci lobe bi gëna kawe ci ndeyjoor, mu toog ci wetu vesoo deret, fu yomb ñu ñàkk, radiologist bi daf ko firnde.
Losisiel biy natt volume bi dafay méngale benn nodule bu dëgër bu 7 mm ak scanner malaad bi at ci ginaaw ba noppi xayma coppite bi ci volume bi. Loolu dafay jàppale radiologist bi mu tànn kategori Lung-RADS ak diir bi ñuy toppatoo.
Klinik buy saytu nodule pulmonaire dafay jëfandikoo poñ risk malignite ci nodule bu 12 mm bu feeñ ci CT urgent. Njort yi dañu lay jàppale nga mëna tànn diggante PET-CT, biopsie wala baamtu nataal.
Sistemu wérgi-yaram dafay seet CTs yi ñu sant ci yeneen sabab, lu melni trauma wala scanner xol, ba noppi di màndargaal nodule yu bari yu musul am recommandation topp.
Risk yi ak balustrade yi
Yelleefi nataal ak nangu mën na nekk risku yoon sudee fi ñu bawoo leerul.
Performance model bi mën na wuute ci leeraay bi, demographie bi ak environmaa bi.
Njuumteg positive yi mën nañu dem te kenn duko seetlu fileek xool wuñu buntu wóolu sa bopp.
Roadmap ngir samp gi
Mandargal kritërium nangug njub, woowaat ak njëgu njuumte.
Saytu ak done yu méngoo ak anam yi ñuy liggéeyee dëgg.
Yokk jàngat nit ngir xam fu wóorul dara wala am njeexital yu rëy.
Toppal model drift bi nga baaxal ko ginaaw bi kamera bi wala done yi soppeekoo.
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 Lung Nodule Detection 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
Laaj yi ñuy faral di laaj
Luy IA gis nodule pulmonaire?
Gis-gis nodule ci poumon yi ci IA dafay jëfandikoo ay modelu gis-gis ci ordinatër, li ci gëna bari ay reso neuronal yu xóot, ngir gis, natt ak xool ay barab yu ndaw ci biir poumon yi ci scanner CT, ak xayma ni barab bu nekk mëna nekk cancer. Dafa am solo ndax depistaasu CT ci dose yu néew dafay wàññi li ñuy ñàkk ci cancer u poumon. Waaye scanner bu nekk amna téemeeri daggitu yu sew yuñ wara jàng, te nodule yu bari duñu lore. Jumtukaay yiy gis nodule yi ci anam wu wóor, ba noppi di jàppale ñu tàqale ñi am risk ak ñi amul loraange, dañuy indi jafe-jafe ci cancer yi ñu ñàkk ak ci toppatoo yi amul njariñ.
Ci test national biy saytu poumon yi, ban dose bu ndaw lañu méngale ak CT?
NLST dafa méngale CT ak rayon X ci dënn bi, gis ni lu tollu ci 20 pursaa ci cancer u poumon bi dafay wàññeeku ci CT.
Ban at la USPSTF 2021 digle ngir saytu cancer u poumon at mu nekk?
Liñu la xelal ci atum 2021 dafay wax ci mag ñi am 50 ba 80 at, yu am 20 at yu ñu tóx lu mu neew, ñuy tóx leegi wala ñu bàyyi ko ci 15 at yi weesu.
Benn nodule bu 9 mm dafa feeñ ci CT biñ defal metit wi ci biir. Buñu sukkandikoo ci tegtal bi, ban tegtal mooy faral di doxal toppatoo bi?
Lung-RADS mooy saytu examen yi. Nodule yiñ gis ci scanner yiñ def ci yeneen sabab, dañu leen di faral di topp tegtali Fleischner Society.
Lan moo wuutale Sybil, bu bawoo MIT ak lopitaal bu mag bu Massachusetts, ak detektëru nodule buñ miin?
Sybil dafay wax luy waaja am ci at yi ci topp ci benn scanner, du yam ci màrki nodule yi fi nekk.
Lan moo waral ñuy faral di jàngat detektëru nodule yi ci courbe FROC?
Càmbaru FROC dafay wane njariñ li am ci digganté gis ay nodule ak defar ay màrk yu baaxul ci scanner bu nekk.
Weyal di jàng
Gid yu jëm ci loolu
Tann nañu yeneen njiit ngir topic bii