Ci gaban AI a babban birnin - sakamakon shekarar farko ta gwaji

Gwajin Moscow don gwada sabbin ayyukan likita na yau da kullun yana buɗe hanyar zuwa fasahar ci gaba.

Kasuwancin Ai suna da ci gaba da ba da mafita ga yankuna da yawa na tattalin arziki da rayuwar zamantakewa. Bukatar musamman don mataimakan dijital an bayyana a lokacin Coronavirus Pandemic a cikin masana'antar likita. Yawancin masu haɓakawa suna jagorantar ƙoƙarinsu don ƙirƙirar ayyukan don amfani da asibitoci a cikin aiki. Amma daga nazarin nazarin, sababbin dabaru ga "ɗaure su a ƙasa", wato, likitocin amfani koyaushe suna da babban nesa. Don ci gaba na ci gaba na maganin dijital, ya zama dole don rage wannan lokacin, don haɓaka dama don gwada shawarwarinsu tare da masu koyo akan marasa lafiya, a fuskar takamaiman cibiyar likita.

Tarihi da ke ba da irin wannan damar don gabatar da sabbin fasahohi a aikace na magani shine Moscow.

Tsarin Kiwon lafiya na Lafiya na Moscow yana ba da gwaji akan amfani da fasahar kwamfuta a cikin rediyo. Malamai da masu shirya gwajin sun kasance hadaddun ci gaban rayuwar jama'a na babban birnin kasar, da Ma'aikatar Lafiya. Likita shi sabis dangane da hankali (II) sun taimaka wa masana zaman kansu a cikin bincike game da hotuna da na asali.

An haɗa da Algorithms a cikin bayanai guda ɗaya da tsarin nazarin (Emas). Sun yi nazari kan karatun masu zuwa:

• X-ray ganewar asali;
• Tomography kompra;
• Annumar
• Mammography.

Injin ya hanzarta ɗaukar hoto da sauri, a zahiri a cikin 'yan mintoci kaɗan na ba da tantancewa da kuma sanya gano asali. Ya sauƙaƙe aikin likitoci kuma shigar da su daga aikin yau da kullun. A lokacin lokacin Colvid-19, yawan hasken mahalli ya yi girma sau da yawa. Kuma taimakon II ya zama kamar hanya.

Sergey Morozv, Daraktan Cibiyar gane decesics da TelemedIcine, bayanin kula da gwajin ya kasance manyan sikelin. Fiye da kamfanoni 20 sun shiga ciki. Gabaɗaya, hotuna sama da rabi da hotuna da hotuna aka sarrafa kuma ana yin nazari. Nazari na miliyan 1.5. A yayin gwajin, ana aiwatar da tsarin aikin data na atomatik atomatik aiki.

Don gwajin metropolitan, masu haɓaka sun kirkiro sabis na 38 dangane da Ai don bincike na nau'in bincike 10. Ayyukan duba kwamfuta sun ba da shawarar mai kula da kulawa Ai (Carntutai LLC). An riga an yi amfani da abubuwan biyu a aikace na aikin asibitocin Moscow.

1. Radioscreening na cututtukan ƙwayoyin kirji yasa zai iya yiwuwa a gano ciwon huhu, cutar kansa, tarin fuka. Waɗannan sune yawancin cututtukan zamantakewa masu haɗari waɗanda ke da mahimmanci su gani a farkon matakai don masu aiki mai kyau. Nazarin sabis ɗin da aka samu daga na'urar X-ray na asibitin. Sannan kaurace makircin kwayar cuta, yana nuna ainihin wurin da girman ƙwayoyin cuta. Ana mayar da waɗannan sakamakon zuwa tsarin bayanan guda ɗaya. Gudanarwa yana faruwa a cikin dakika 8 kawai. Motar tana ganin koda ƙananan canje-canje a cikin jiki, wanda ido ba shi da ikon gyara. Ya bambanta maki da yawa na launin toka. Injin yana yin abin rufe fuska a hoton, wanda balle ne ga mai ilimin kwakwalwa. Kwararre yana ganin shafin yanar gizo da gudanar da bincike.
2. Sabis "CT Covid-19" yana taimakawa ganin alamun farkon kamuwa da cuta a cikin hotunan CT. Yana ƙayyade wurin, girman ƙwayoyin cuta da kuma adadin huhu lalacewa, ciki har da rarrabuwa ta CT-CT-0 CT-4 wanda aka amince da sanarwar ta Rasha. An ba kamfanin kamfanin mai haɓakawa mai ban sha'awa na Mushal "Novator Moscow" a cikin naba "hankali da hankali". Sabis na mintuna 2-3 na nazari kuma yana ba da sakamakon aikin hoton. Hakanan yana sanya masks masu launi akan hotuna a kowane yanki. Horonan yana yin nazarin tukwicin motar kuma yana ɗaukar shawarar ƙarshe akan cutarwar.

ILYYA PLICI, Babban darektan Darakta na CarnTTutai LLC, tunatar da cewa Ai ba zai maye gurbin likita ba. Ya zama mataimaki masanin kwararre, yana mai da hankali kula da mutum a filin lalacewar hikimar cutar ta hanyar jiki. Yanke shawara na ƙarshe akan ganewar asali kuma zaɓi na dabarun magani ya kasance a bayan likita. Lokacin aiki akan sabis, kamfanin ya gudanar da shawarwari tare da masana na Cibiyar Bincike Moscow da St. Petersburg. Don kauce wa kurakurai a gano hanyoyin, an aiwatar da aikin kowane nazarin don horar da keɓaɓɓen horo na farko waɗanda ke da ƙwarewa sama da shekaru goma a asibiti da asibiti.

Baya ga ciguna da kumar maharbi, sabis na CoviD-Multivox ya kirkiro da kwararru daga Gammamed-taushi ya shiga cikin gwajin Moscow. Tare da taimakonta, masana Radio na Moscow a kan hotunan CT na duba ilimin cututtukan daji a Covid-19.

Wannan fasaha tana ba ku damar ƙayyade rabo na ƙoshin huhu. Yana ba kawai ya fadi ne kawai, wurin canje-canje na cututtukan cuta. The inji iya kimanta matakin nama lalacewa, nuna rubutu da wadannan amintaccen ingancin: fibrous masana'anta, m Matte gilashi, Matte gilashi. Waɗannan shawarce ba su damar sanya ingantaccen magani ga kowane shari'ar.

Masu haɓakawa na Gamammamed-Software sun kai ga shirin sabis tare da haɗin gwiwar Likitocin asibitin City 52, masanan kimiyyar zinare da aka ambata bayan D.V. Skoboelsyna. Aikin ya faru ne a karancin lokaci, da likitoci maimakon nishaɗi da aka ba da shawarar masu haɓaka a cikin aikinsu a cikin ja na ofishin da aka rufe.

Da farko, an ƙirƙiri tushen binciken CT. A kan shi, an horar da hanyar sadarwa ta auracewa ta hanyar ƙira da rarrabe don ƙayyade girman cutar ƙwayar ƙwayar cuta. Sakamakon sarrafa inji shi ne aka gina mata. Suna nuna likitoci na canje-canje a cikin lafiyar mai haƙuri. Dangane da wannan bayanan, ƙwarewar da aka gyara ko canza magani da aka wajabta.

Ai Integlectes na samar da likita tare da wadannan bayanai:

1. Sauran girma mai lafiya na lutung
2. Kashi na ƙwayar cuta
3. Matsayin shan kashi na kowane sashe na huhu
4. Dryamics na canje-canje a cikin yawan lafiya da lalacewar wuraren lalata
5. Ingancin dabarun kula

Bugu da kari, injin yana bada shawarwari ga likita game da ko ya zama dole a fassara haƙuri mai zurfi ko ana buƙatar shi ya haɗa shi zuwa na'urar IVL.

Ma'aunan sabis suna da babban daidaito. Zaɓin ƙimar lafiya da ƙwayoyin cuta da aka shafa ana nuna shi a cikin santimita cubic. An auna girman dangi na cututtukan da aka auna a matsayin kashi dangane da duk girma na huhu. Bayan an sami takamaiman alamun, tsananin cutar da aka cim ma.

Karshe na karshe game da cutar, shirin ya dogara ne da rarrabuwa CT-0 CT-4. Mashin yana samar da rahoto tare da bayanin ƙimar adadi da taƙaitaccen bayani. Duk bayanan an adana su ne a cikin bayanan, tabbatar da cigaba da cigaban magani.

Gwajin sabis ya faru a N.V. motar asibiti Sklifosovsky kuma a cikin likitancin ilimin kimiyya da kuma cibiyar karatun jami'ar Moscow ta sanya wa M.V. Lomonosov, kazalika da sauran asibitocin babban birnin. Motar ta bincika fiye da na dubu 120 dubu CT bincike. Sakamakon gwajin gwaji ya nuna cewa za a iya amfani da sabis a cikin tsarin tarayya na Telemedmini.

Andrei Gavrilo, mai duba ci gaban ci gaban LLC gammamed-taushi, ana jaddada musamman ta hanyar aikin. Lokaci na daidaitaccen lokacin sarrafa hoto shine minti 10. Ai nazarin hoton kuma yana ba da rahoto ga likita sau 2 cikin sauri - don minti 5-6.5. Madadin bincike na biyu a cikin awa ɗaya tare da taimakon sabis ɗin, ana iya gudanar da karatu 6. Wannan yana ba da tabbaci da ingantaccen goyon baya ga likitocin, manyan kundin aiki na aiki yayin aikin pandemic da annoba na wasu haɗari da cututtukan yanayi. A lokacin gwaje-gwajen Moscow, marubutan shirin sun sami damar inganta shi, yin ƙarin likita mai amfani ga aiki mai amfani. Gwamnatin Moscow ta samar da tallafin kuɗi ga masu haɓaka a matsayin godiya don samfurinsu.

Gwaje-gwajen da amfani da fasahar II na shirin aiwatar da sauran yankuna na kasar. Misali, kan Cibiyar Sirrin Wucin gadi na Rasha a Jami'ar Tatarstan, a Jamhuriyar Tatar Fattan, suna gwada sabis na Aira.

Wannan shirin nazarin tsarin rediyo na kirji, gane kuma yana auna girman da zurfin lalacewar huhu. Injin yana ba da likita rahoton da ya kunshi fayiloli biyu:

1. Tsarin rahoton bincike ya ba da labarin yiwuwar canje-canje na cututtukan cuta a cikin jiki.
2. Primine X-ray tare da sanya taswirar thermal a kai, yana nuna wuraren canje-canje na cututtukan cuta na jikin.

Hanyoyin na'ura masu amfani da hoto a cikin 30 seconds. Kuma a cikin rahoton ya ba da bayyanannun hotuna.

Ramil Kullev, Daraktan Cibiyar Nazarin Innopolis, yana jaddada kasancewar babban ƙididdiga, yana nuna matakin nauyin hasken rana. A cikin Rasha, a kan hanya na shekara, kusan miliyoyin karatun radicological na ƙwaƙwalwar ƙwaƙwalwar suna gudana a cikin kasarmu. Dukkanin wannan girma ya kamata a bi likitoci. Idan za a yi amfani da fasaha a cikin aikinsu, sakamakon sakamakon zai faru da sauri kuma mafi daidai. 'Yancin likita daga aikin yau da kullun zai ba da damar gudanar da binciken binciken da ke cikin rikitarwa, aiwatar da binciken gaggawa.

Ramil Kuleyev godiya Moscow Lafiya Moscow a matsayin daya mafi kyau a Turai. Jagora ne a Rasha kuma yana ba ka damar fitar da sabbin ayyuka, shirye-shirye da fasahar da suka biyo baya a cikin cibiyoyin aikin likita da kuma cibiyoyin likitanci na yanki. Don wannan akwai duk ka'idodin da ake buƙata da dabaru. An kirkiro su ta hanyar gano abubuwan bincike da telefedicine da bayanai da kuma cibiyar nazarin a lafiyar Moscow. Yanzu masu haɓaka sabbin sabis na iya gwada ayyukansu a kan cancantar da aka gina shi abubuwan more rayuwa.

Don shiga cikin gwajin Moscow, wanda ke buɗe ƙofar zuwa duk ayyukan kiwon lafiya dangane da fasahar da aka hango kwamfuta. Aikace-aikacenta don halartar shi da kamfanonin da za a gabatar dasu zuwa tsakiyar gano cutar da Telemedicine. Shafin sa ya karbi jerin buƙatun sabis da jerin abubuwan tallafi masu mahimmanci.

Wadancan cigaba da suka hadu da bukatun da aka ba da aka fada zai shiga cikin gwaji da gwaje-gwaje kan sifofin aikin da daidaito na algorithms. A wannan yanayin, dole ne a haɗa kowane sabis ɗin tare da Eris. An yi nasarar da aka samu nasarar aiwatar da ayyukan gwaji daga Gwamnatin Moscow. Abubuwan da suka ci gaba da suka yi nasarar zargin gwajin da aka yi amfani da su a cikin yankin masana'antu. Suna samun damar da kwararrun likitoci.

Inna Frost, Daraktan ci gaban cigida, da amfani ga gwajin kamfanin a cikin gwajin Moscow an kiyasta sosai. Gwaji ya taimaka a tantance balagar fasaha, aikin aiki da amfani take amfani da ci gaba. An ba da babban tsawan bugun bugun jini don sabon bincike da inganta samfuran da aka ci gaba.

Tushen sun.ru.