AI mumashusho yubuvuzi
AI mu mashusho yubuvuzi ikoresha icyerekezo cya mudasobwa kugirango isome X-imirasire, CT scan, MRIs, ultrasound, na mammograms, kubona ibintu bidasanzwe no gushyira imbere ibibazo byihutirwa.
Incamake
It augments radiologists by catching subtle findings, speeding triage, and reducing missed diagnoses.
Kwibira cyane
Ubuvuzi bwerekana ubuvuzi butanga amashusho menshi abahanga ba radiologue bagomba gusobanura. Uburyo bwimbitse bwo kwiga, cyane cyane imiyoboro yimitsi ihindagurika kandi igenda ihindura icyerekezo, bahuguwe kuri datasets nini zanditse kugirango bamenye ibyagaragaye nka node y'ibihaha, kuva amaraso mu bwonko, kuvunika, retinopathie diabete, na kanseri y'ibere. FDA yemereye amajana n'amajana ibikoresho bifata amashusho; kurugero, Viz.ai isesengura CT scan kugirango ibendera ikekwa kuba yaratewe nubwato bunini kandi ikabimenyesha itsinda ryita ku barwayi mu minota mike, ikogosha igihe cyiza cyo kwivuza. Kurenga gutahura, AI yubaka byihuse, scan-dose yo hasi, ibice byingingo nibibyimba mugutegura kubaga, kandi igapima impinduka mugihe. Ibikoresho byinshi byateguwe nkabafasha 'abasomyi ba kabiri' aho kwisuzumisha byigenga, kugumana umuganga mu cyuho.
Ubushishozi
Izi sisitemu zifata ishusho nkurusobe rwimbaraga za pigiseli kandi ikiga ibiranga urwego: ibice byambere byerekana impande nimiterere, ibice byimbitse byerekana imiterere idasanzwe ifitanye isano nindwara. Kuri scan ya 3D nka CT na MRI, moderi itunganya amakuru ya volumetric ibice ukoresheje ibice cyangwa muri 3D bice. Imiyoboro ya Segmentation nka U-Net isohora mask kuri buri pigiseli yerekana ikibyimba cyangwa urugingo. Imikorere ishingiye ku makuru atandukanye y'amahugurwa; icyitegererezo kirashobora kunanirwa mugihe ubwoko bwa scaneri, umubare wabarwayi, cyangwa amashusho yerekana amashusho atandukanye namahugurwa.
Ingaruka z'Ingamba
Umuvuduko n'igipimo
AI igaragara irashobora gukora igenzura, gutahura, no gutondekanya imirimo kurwego.
Build choices
Amakipe arema arashobora prototype ibitekerezo byihuse hamwe nintoki nkeya.
Itsinda hamwe nakazi
Ibikorwa birashobora gukoresha amashusho nibimenyetso bya videwo byari bigoye gutunganya.
Kazoza ka AI mumashusho yubuvuzi
Umwanya ugenda werekeza kuri moderi nyinshi zerekana amashusho hamwe nubuvuzi bwa clinique hamwe nibisubizo bya laboratoire kugirango bisuzumwe neza, kandi bigana ku cyitegererezo fatizo cyateganijwe kuri miriyoni ya scan ihuza n'imirimo myinshi. Tegereza amashusho yihuse, yerekana imishwarara yo hasi ukoresheje kwiyubaka kwa AI, gutanga raporo yerekana ibyakozwe na radiologue, hamwe no kwipimisha kwigenga, nk'ibizamini by'amaso ya diyabete, mubuvuzi bw'ibanze. Abagenzuzi n’abaganga bazibanda cyane kuri rusange, kubogama, no gukurikirana buri gihe kugirango ibikoresho bigumane umutekano mubantu batandukanye.
Gushyira mu bikorwa Isi
Viz.
Ibikoresho bya AI mammografiya ibendera bikomeretsa amabere, bikora nkumusomyi wa kabiri kugabanya kanseri zabuze.
Sisitemu yakuweho na FDA (IDx-DR) yigenga yerekana amafoto ya retina ya diabete ya retinopathie mumavuriro yubuvuzi bwibanze.
Igice cya U-Net cyerekana ibibyimba ningingo kuri CT / MRI kugirango bategure kuvura imirasire no kubaga.
Ingaruka & Kurinda
Uburenganzira bwishusho hamwe no kwemererwa birashobora guhinduka ibyago byemewe n'amategeko niba ibimenyetso bidasobanutse.
Imikorere yicyitegererezo irashobora gutandukana kumurika, demografiya, nibidukikije.
Ibyiza byibinyoma birashobora kutamenyekana keretse niba ibyiringiro byateganijwe bikurikiranwa.
Igishushanyo mbonera
Sobanura ibipimo byo kwemererwa kugiciro, kwibutsa, nibiciro byamakosa.
Gerageza hamwe namakuru ajyanye nuburyo nyabwo bwo gukora.
Ongeraho isubiramo ryabantu kubwizere buke cyangwa guhanura cyane.
Kurikirana icyitegererezo cya drift hanyuma uhindurwe nyuma ya kamera cyangwa dataset ihinduka.
Komeza Ubushakashatsi
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 Medical Imaging 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
Ubuyobozi bukurikira
Muse Masked Amashusho Yibyara
Ibibazo bikunze kubazwa
What is AI in Medical Imaging?
AI mu mashusho yubuvuzi ikoresha icyerekezo cya mudasobwa kugirango isome X-imirasire, CT scan, MRIs, ultrasound, na mammograms, kubona ibintu bidasanzwe no gushyira imbere ibibazo byihutirwa. Iyongera abahanga mu bya radiologue mu gufata ibyagaragaye neza, kwihuta cyane, no kugabanya indwara zabuze.
Ni ubuhe bwoko bw'urusobe rw'imitsi rwashingiweho mu gusesengura amashusho y'ubuvuzi?
CNNs, hamwe niyindi ihindura iyerekwa, wige ibintu bigaragara muri pigiseli kandi watwaye amashusho menshi yubuvuzi.
Sisitemu ya Viz.ai ikora iki?
Viz.ai itahura ibimenyetso byubwonko bunini-bwifata kuri CT kandi buramenyesha byihuse abaganga, bikiza igihe cyo kuvura.
Ni ubuhe bwubatsi U-Net bukunze gukoreshwa mu gufata amashusho?
U-Net itanga mask ya per-pigiseli, ikagira igikoresho gisanzwe cyo gutandukanya ibice nkibibyimba ningingo.