AI muri Pathology
AI muri patologiya ikoresha iyerekwa rya mudasobwa kumashusho yerekana imibare, ifasha abapologiste kumenya kanseri, kubara selile, nindwara zo murwego byihuse kandi bihoraho.
Incamake
It turns the century-old microscope workflow into a data-rich, measurable, and scalable process.
Kwibira cyane
Indwara ya Pathologiya isanzwe isobanura umuganga usuzuma ingirangingo zanditseho ibirahuri munsi ya microscope. Digital pathology isikana ayo mashusho muri gigapixel amashusho yose (akenshi miriyari ya pigiseli imwe), kandi moderi ya AI irabisesengura. Icyerekezo cyerekana icyerekezo hamwe na transformateur cyerekanwe kumashusho yanditseho ibendera ryibibyimba, kumenya imibare ya mitoto, gupima biomarkers nka Ki-67 cyangwa HER2, no gutanga amanota ya kanseri nka amanota ya Gleason kuri prostate. Kuberako amashusho ari manini, moderi ikora mubice bito kandi bidoda ibisubizo mubushyuhe. FDA yahanaguye sisitemu nka Paige Prostate kugirango ifashe gutahura kanseri ya prostate, kandi laboratoire ikoresha AI muburyo bwa triage, kugenzura ubuziranenge, no kugereranya byaba birambiranye cyangwa bidashoboka mumaso.
Ubushishozi
Ishusho-shusho yose ni nini cyane kuburyo itagaburira icyarimwe icyarimwe, bityo igabanijwemo ibihumbi bito. Buri tile inyura mu iyerekwa rya kodegisi, kandi tekinike yitwa ingero nyinshi yo kwiga ituma icyitegererezo cyiga igipimo cyo kwisuzumisha nubwo mugihe ikirango rusange (kanseri na sibyo) kizwi, ntabwo ari ahantu nyaburanga. Ubushyuhe noneho bugaragaza ahantu hakekwa. Icyitegererezo cyibanze kuri miriyoni zidafite amabati ubu zitanga ibimenyetso byongeye gukoreshwa neza neza kuri kanseri idasanzwe.
Ingaruka z'Ingamba
Context and rules
Inganda zerekana niba ibitekerezo bya AI bikomeza guhura nukuri.
Kugenzura ubuziranenge
Imbogamizi za domeni zigira ingaruka zemewe namakosa yo kugenzura.
Build choices
Ibikorwa bigenda neza bihuza ubushobozi bwa tekiniki hamwe nakazi kambere.
Kazoza ka AI muri Pathology
Icyitegererezo cya Pathology cyamenyerejwe kuri archive nini ya archive izahuriza hamwe muburyo bwimyenda hamwe nimirimo hamwe na label yinyongera. Tegereza guhuza cyane na genomics hamwe nubuvuzi bwa clinique yo kwisuzumisha multimodal, AI iteganya uburyo bwo kuvura no kubaho biturutse kumurongo, hamwe no gukoresha AI nkumusomyi wa kabiri kugirango ugabanye amakosa. Mugihe scaneri zihendutse, digitale na AI ifashwa na patologiya izaguka muri laboratoire ntoya no mukarere katagabanijwe, bizagabanya ubukene bwisi yose yabapologiste.
Gushyira mu bikorwa Isi
Paige Prostate, igikoresho cyahanaguwe na FDA, gishyira ahabona ahantu hakekwa kanseri ya prostate kumurongo wa biopsy kugirango ifashe abapologiste.
AI ihita ibara Ki-67-nziza yibibyimba kugirango tumenye uburyo kanseri yihuta.
Algorithms itahura kanseri ikwirakwizwa (metastase) muri lymph node slide, ifata uduce duto byoroshye kubura amaso.
AI igenera cyangwa ibanziriza-amanota prostate Gleason amanota kugirango atezimbere ubudahwema hagati yindwara zitandukanye.
Ingaruka & Kurinda
Ibisabwa kugenzurwa birashobora gutesha agaciro ubundi prototypes ikomeye.
Amakuru yamateka arashobora gushiramo kubogama byangiza abaturage.
Sisitemu yumurage irashobora gushiraho uburyo bwo kwishyira hamwe nibiciro byihishe.
Igishushanyo mbonera
Shyiramo abahanga ba domaine kuva ibibazo bitegura gusuzuma.
Shushanya inzira y'ubugenzuzi n'inyandiko mbere yo gutangira.
Emeza kubahiriza inshingano z'umutekano hakiri kare.
Kuzenguruka mu byiciro hamwe no guhagarara neza no kugaruka.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
AI muburyo bwo Guteganya
Ibibazo bikunze kubazwa
What is AI in Pathology?
AI muri patologiya ikoresha iyerekwa rya mudasobwa kumashusho yerekana imibare, ifasha abapologiste kumenya kanseri, kubara selile, nindwara zo murwego byihuse kandi bihoraho. Ihindura imikorere ya microscope imaze ibinyejana byinshi mubikorwa bikungahaye cyane, bipimwa, kandi binini.
Niki 'ishusho-yuzuye ishusho' muburyo bwa digitologiya?
Amashusho asikanwa mumashusho manini ya gigapixel, akenshi miriyari ya pigiseli, AI noneho isesengura.
Kuki moderi ya AI itunganya amashusho mumashusho mato cyangwa uduce?
Amashusho yose-yerekana amashusho ni manini cyane kugirango yinjizwemo icyitegererezo, bityo agabanyijemo amatafari ibihumbi n'ibisubizo hamwe.
Ni ubuhe buryo bwa FDA bwakuweho na FDA bufasha kumenya kanseri ya prostate kuri biopsies?
Paige Prostate yakiriye FDA kugirango ifashe abahanga mu bumenyi bw'indwara kumenya uturere dukekwa na kanseri ya prostate.
Ni iki AI Ki-67 ibara mu kibyimba?
Ki-67 ni ikimenyetso cyo gukwirakwiza selile, kandi kubara ingirabuzimafatizo nziza byerekana uburyo ikibyimba gikura.