Iterambere rya Ai mu murwa mukuru - Ibisubizo byumwaka wambere wubushakashatsi

Ubushakashatsi bwa Moscou bwo kwipimisha udushya bushya bufungura inzira igana ikoranabuhanga riteye imbere.

Tekinoroji ya Ai iratera imbere cyane kandi itanga ibisubizo kubice byinshi byubukungu nubuzima bwimibereho. Bikenewe cyane cyane abayifite na digitale byagaragaye mugihe icyorezo cya coronabus mu nganda z'ubuvuzi. Abaterankunga benshi bayobora imbaraga zabo zo gukora imishinga yo gukoresha amavuriro mubikorwa bifatika. Ariko uko bivuye mu nyigisho, ibitekerezo bishya kuri "kubahimbira hasi", ni ukuvuga ko imikoreshereze ifatika, abaganga bahoraga bafite intera nini y'agateganyo. Kugirango iterambere ryubuvuzi bwa digitale, byari ngombwa kugabanya iki gihe, kugirango utezimbere amahirwe meza yo kugerageza ibyifuzo byabo hamwe nabakora nabi, hashingiwe ku makuru nyayo ku barwayi, imbere yikigo cyihariye.

Ubupayiniya mu gutanga amahirwe nk'aya yo kumenyekanisha ikoranabuhanga rishya mumyitozo yo kuvumisha bwari Moscou.

Sisitemu yubuzima bwa Moscou itanga igeragezwa kumikoreshereze ya mudasobwa Vision Technologiya muri radiona. Abatangiza n'abateguye igeragezwa ni bo bigoye iterambere ry'imibereho y'imari, Ishami n'ishami ry'ubuzima. Serivisi zibishinzwe zishingiye ku bwenge bw'ubuhanga (II) cyafashije radioguste mu isesengura ry'amashusho no kwisuzumisha.

AI algorithms yinjijwe mumakuru imwe yubuvuzi na sisitemu yisesengura (Emias). Basesenguye ubushakashatsi bukurikira:

• X-ray diagnostique;
• Tomography ya mudasobwa;
• Fluorography
• Mammography.

Imashini yakemuye ishusho vuba cyane, mubyukuri muminota mike natanze umwanzuro kandi nshyiramo gusuzuma mbere. Yorohereza cyane umurimo wabaganga kandi abashushyikirize umurimo wa gahunda. Mugihe cyigihe cyigitsina cya Covise-19, ingano ya radiologiste yakuze inshuro nyinshi. Kandi ubufasha bwa II byaje kumera nkinzira.

Sergey Morozov, Umuyobozi w'ikigo cyo gupima na televidicine, avuga ko ubushakashatsi bwari bunini. Amasosiyete arenga 20 yabigizemo uruhare. Muri rusange, amashusho arenga miliyoni y'amashusho n'amashusho byatunganijwe kandi byasesenguwe. Miliyoni 1.5 ubushakashatsi. Mugihe cyubushakashatsi, inzira yo gutunganya amakuru yikora yarakozwe.

Kubushakashatsi bwakozwe na Metropolitan, abashinzwe iterambere baremye serivisi 38 bashingiye kuri Ai kugirango basesengura amoko 10 yubushakashatsi. Serivisi zamakuru ya mudasobwa yatanze igitekerezo Caretor AI (Carentoiai LLC). Iterambere ryimikorere ibiri rimaze gukoreshwa mubikorwa byakazi k'ibitaro bya Moscou.

1. RadioScreen yihuta yingingo zingingo zituma bishoboka gusuzuma umusonga, kanseri, igituntu. Izi nindwara zimibereho itezimbere cyane zingenzi kugirango urebe mubyiciro byambere kugirango ubone uburyo buke. Serivisi isesengura amashusho yabonetse muri X-ray aptatus ya clinic. Noneho shyira umugambi wa pato wingingo, byerekana ahantu nyaburanga hamwe nubunini bwa patologiya. Ibisubizo bisubizwa kuri sisitemu imwe yamakuru. Gutunganya bibaho mumasegonda 8 gusa. Imodoka ibona niyo zangiza nto mumubiri, ijisho ryabantu ridashoboye gukosorwa. Itandukanya amanota menshi yijimye. Imashini ikora mask yamabara ku ishusho, ni inama kuri radiologue. Inzobere abona urubuga rwa patologiya kandi rukora ibindi bisobanuro.
2. Serivisi "Ct Covid-19" ifasha kubona ibimenyetso byambere byanduye mumashusho ya CT. Bigena aho biherereye, ubunini bwa patologiya n'ijanisha ryangiza ibihaha, harimo no gukurikiza CT-0 CT-4 byemejwe na Minisiteri y'ubuzima bw'Uburusiya. Isosiyete itezimbere yahawe igihembo cya Moscore Pari Ergor "KWAVATOR MOSCOW" mu bwenge bwa Nomine Serivisi muminota 2-3 isesengura kandi igatanga ibisubizo byibishusho. Ishiraho kandi masike yamashusho kuri buri gice. Umuganga yiga inama zimodoka kandi ifata icyemezo cya nyuma kubijyanye no gusuzuma.

Ilya Plisci, Umuyobozi mukuru wa Carentoreiai LLC, yibutsa ko Ai atari umusimbura wa muganga. Ahinduka inzobere umufasha, yibanda ku muntu uri mu murima wangiza patologiya ku mubiri. Icyemezo cya nyuma ku kwisuzumisha no guhitamo uburyo bwo kuvura buguma inyuma ya muganga. Iyo ukorera kuri serivisi, isosiyete yakoresheje inama zagutse n'impuguke z'ikigo cy'ubushakashatsi cya Moscou na St. Petersburg. Kugira ngo wirinde amakosa mu kumenya pathologiya, Marteri ya buri nyigisho yo mu gitabo cy'amahugurwa akurikiranwa byibuze inzobere 3 zinararibonye zifite imyaka irenga icumi mu ivuriro n'ibitaro.

Usibye iterambere rya Karentozoiai, serivisi ya Covid-Mulvivox yateye imbere n'inzobere mu museke-yoroshye yagize uruhare mu igeragezwa rya Moscou. Abifashijwemo na bayo, abaterarimbo za Moscou kuri CT amashusho basesengura patologiya i Covid-19.

Iri koranabuhanga riragufasha kumenya umugabane wibihaha bifite ubuzima bwiza. Ntabwo itanga ubunini gusa, aho impinduka zikunda pathologi zurwego. Imashini irashobora kugereranya urwego rwibintu byangiritse, byerekana amanota akurikira: imyenda ya fibrous, yuzuye ikirahure cya Matte, ikirahure cya Matte. Ibisobanuro nkibi biragufasha guha agaciro neza kuri buri kibazo kugiti cye.

Abashinzwe GAPHAMED-software bangana na gahunda ya serivisi ku bufatanye n'abaganga b'ibitaro by'amavuriro y'umujyi nimero 52, abahanga mu bya siyansi bavuzwe na kirimbuzi bitiriwe D.V. Skobeelsna. Akazi kabaye mu gihe gito, kandi abaganga aho kwidagadura bagiriwe inama abaterankunga mu biruhuko hagati y'akazi kabo muri zone itukura.

Ubwa mbere, ishingiro ryubushakashatsi bwa CT. Hashingiwe kuri yo, umuyoboro wa 1 ufite Hahuguwe ku bushobozi kandi utandukanijwe kugirango umenye ingano y'indwara y'ibihaha. Ingaruka zo gutunganya imashini zari imbonerahamwe yubatswe. Bagaragaza abaganga imbaraga zimpinduka zubuzima bwumurwayi. Ukurikije aya makuru, inzobere yakosoye cyangwa ihindura uburyo bwateganijwe.

AI Ubwenge itanga umuganga ufite amakuru akurikira:

1. Ingano isigaye yigitambaro cyiza
2. Ijanisha ryumubiri Pathology
3. Urwego rwo gutsindwa kuri buri gice cya patologiya cyibihaha
4. Imbaraga zimpinduka mubunini bwibice byiza kandi byangiritse byurwego
5. Imikorere yubuhanga bwo kuvura

Byongeye kandi, imashini itanga ibyifuzo kuri umuganga kubyerekeye niba ari ngombwa guhindura umurwayi kwifata cyane niba asabwa kubihuza na IVL PIPARATUS.

Ibipimo bya serivisi bifite ukuri. Umubumbe wuzuye w'igice cyiza kandi cyagize ingaruka cyerekanwe muri santimetero. Ingano ugereranije ya patologiya ipimwa nkijanisha rijyanye nubunini bwose bwibihaha. Kuba yarabonye ibipimo nyabyo, uburemere bwindwara burangizwa.

Imyanzuro ya nyuma ivuga kuri iyo ndwara, gahunda ishingiye kuri CT-0 CT-4. Imashini itanga raporo ifite ibisobanuro byindangagaciro zidasanzwe nibitekerezo bigufi. Amakuru yose abitswe muri base base, ashimangira gukomeza kwivuza.

Ikizamini cya serivisi cyabereye kuri N.V. Ambulance SKLIFOSONSKY no mu buvuzi na Crovicy mu burezi bwa kaminuza ya Leta ya Moscou yitiriwe M.V. Lomonosov, hamwe nandi mavuriro yumurwa mukuru. Imodoka yasesenguye ibihumbi birenga ibihumbi 120. Ibisubizo by'ibizamini byagaragaje ko serivisi ishobora gukoreshwa muri gahunda ya Leta ya Inteko ya Telemedicone.

Andrei Gavrilov, umuyobozi w'iterambere rya LLC Gammamed-yoroshye, ashimangirwa cyane n'imikorere ya serivisi. Igihe gisanzwe cyo gutunganya Snapshot ni iminota 10. AI isesengura ishusho kandi itanga raporo kuri muganga inshuro 2 byihuse - kuminota 5-6.5. Aho kugira ubushakashatsi bubiri kumasaha abifashijwemo na serivisi, ubushakashatsi 6 burashobora gukorwa. Ibi bitanga inkunga yihuse kandi yizewe kubaganga, biremerewe nubunini bunini bwakazi mugihe cya coronasic nicyorezo cyizindi zandura kandi zigihe. Mugihe cy'imyitozo ya Moscou, abanditsi ba Porogaramu bashoboye kuyitezimbere, bagakora umuganga wingirakamaro kumurimo ufatika. Guverinoma ya Moscou yatanze inkunga y'amafaranga kubashinzwe iterambere nkishimira kubicuruzwa byabo byiza.

Ubushakashatsi bwo gukoresha tekinolojii ni igenamigambi ryo gukora utundi turere tw'igihugu. Kurugero, hashingiwe ku kigo cya mbere cy'Uburusiya cy'ubutasi bw'ubuhanga muri kaminuza "Innolis" muri Repubulika ya Tatarstan, ikizamini cya serivisi ya Amirartan cyatangiye.

Iyi gahunda isesengura radiografiya yinzego zisukari, izi kandi ipima ibipimo nuburebure bwangiza ibihaha. Imashini itanga umuganga raporo igizwe na dosiye ebyiri:

1. Imiterere ya raporo yubushakashatsi isobanura amahirwe yo guhindura pathologi mumubiri.
2. Primaire X-Ray hamwe na Ikarita Yubushyuhe Kuriyo, yerekana ahantu hahinduka kwa patologiya yurwego.

Imashini ikora snapshots mumasegonda 30 gusa. Kandi muri raporo itanga amashusho asobanutse.

Umuyobozi w'Ikigo cya kaminuza ya Innopilis ya kaminuza ya Innopilis, ashimangira kubabarurishamibare nini, byerekana urwego rw'umutwaro wa radiologiste. Mu Burusiya, mu gihe cy'umwaka, hafi miliyoni mirongo inani y'ubushakashatsi bwa radiyo bukoreshwa, buri munsi amashusho arenga 220 akozwe mu gihugu cyacu. Izijwi ryose rigomba kuvurwa abaganga. Niba ikoranabuhanga rizakoreshwa mubikorwa byabo, ibisubizo byibisubizo bizabera byihuse kandi ni ukuri. Kubohorana kwa muganga kuva kumurimo wa gahunda bizafasha gukora ubushakashatsi bwimbitse bwimanza zigoye, ishyirwa mubikorwa ryihutirwa.

Ramil Kulel Kuleyev yashimye insanganyamatsiko ya Moscoure Ubuzima nkumwe mubyiza mu Burayi. Numuyobozi mu Burusiya kandi igufasha gukora serivisi nshya, gahunda nikoranabuhanga ryo kumenyekanisha nyuma mubikorwa byakazi ka metropolitan nakarere. Kubwibyo hariho amabwiriza akenewe nubuhanga. Byateguwe n'ikigo cyo gupima na telemedicine n'amakuru n'amakuru n'ibisesengura mu buzima bwa Moscou. Noneho abategura serivisi nshya barashobora kugerageza imishinga yabo ku nyungu zifatika.

Kwitabira ubushakashatsi bwa Moscou, ubwinjiriro bwugururiwe serivisi zose zubuzima zishingiye kuri technologie ya mudasobwa. Ibisabwa byayo byo kugira uruhare runini ibigo birashobora gushyikirizwa hagati yo gusuzuma na televicico. Urubuga rwarwo rwakira urutonde rwibisabwa na serivisi nurutonde rwinyandiko zifasha.

Iterambere ryujuje ibisabwa byavuzwe rizagira uruhare mubigeragezo nibizamini kubintu byimikorere nukuri kwa algorithm. Muri uru rubanza, buri serivisi igomba kuba ihujwe na Eris. Serivise nziza zatsinze serivisi zipimisha zihabwa inkunga na guverinoma ya Moscou. ITERAMBERE RYAKORESHEJE GUKURIKIRA BISHYIRA MU MURIMBERE. Baboneka ku bahanga mu by'ubuvuzi.

Inna Frost, Umuyobozi w'iterambere rya Karentozoiai, akamaro k'ibizamini by'isosiyete biri mu igeragezwa rya Moscou rirasuzumwa cyane. Ikizamini cyafashaga gusuzuma gukura kwa tekiniki, imikorere nubushobozi bufatika bwiterambere. Ibipimo byinshi byahawe pulse yo gushakisha gushya no kunoza ibicuruzwa byateye imbere.

Inkomoko Mos.ru.