Uvavanyo lweMoscow lokuvavanya iinkonzo zezonyango zivula indlela yokufumana itekhnoloji ephambili.
Itekhnoloji ye-AI iphuhlisa ngokufanelekileyo kwaye ibonelele ngezisombululo kwiindawo ezininzi ze-Economics kunye nobomi bentlalo. Imfuno ekhethekileyo yabancedisi bedijithali babonakaliswa ngexesha le-condemic ka-coronavirus kwishishini lezonyango. Abaphuhlisi abaninzi bakhokela iinzame zabo zokudala iiprojekthi zokusetyenziswa kweekliniki zomsebenzi. Kodwa ukusuka kwizifundo zethiyori, imibono emitsha 'yokubopha kwabo emhlabeni ", oko kukuthi, ukusetyenziswa okusebenzayo, oogqirha bahlala benomgama wethutyana. Ukuphuhliswa ngempumelelo kwamayeza edijithali, kwakuyimfuneko ukunciphisa eli xesha, ukuphuhlisa amathuba amahle okuvavanya izindululo zabo kunye neengcali kwizigulana, ebusweni bezonyango.
Uvulindlela ekunikezeleni amathuba anjalo ukwazisa itekhnoloji entsha ekuziqheliselweni kweyeza yayinguMoscow.
Inkqubo yokhathalelo lwempilo yeMoscow ibonelela ngovavanyo ekusetyenzisweni kwetekhnoloji yombono yekhompyuter kwi-radiology. Abaqeshi kunye nabaququzeleli bovavanyo yayiluhlobo lophuhliso loluntu lwekomkhulu, iSebe lezeMpilo kunye neSebe lezeMpilo. Iinkonzo ze-IT zisekwe kubuntlolango (ii) incedise oochwephesha be-rabological kuhlalutyo lwemifanekiso nokuchonga.
I-Aigorithms ye-AI yadityaniswa kulwazi olunye lwezonyango kunye nenkqubo yohlalutyo (i-Emias). Bahlalutya ezi zifundo zilandelayo:
- I-X-rayXaics;
- I-tomography yekhompyuter;
- Ifluography
- I-Mammography.
Umatshini wawuphatha ngokukhawuleza, ngokoqobo kwimizuzu embalwa ndinike ukuqukumbela kwaye ndibeke ubutshijolo. Iququzelele kakhulu umsebenzi woogqirha kwaye yalayisha kubo emsebenzini. Ngexesha le-pidmic yeCovid-19, ivolumu ye-roodlogists ikhule izihlandlo ezininzi. Kwaye uncedo lwe-II lwajika lube ngathi lufana nendlela.
ISergey Morozov, UMlawuli weziko leZiko leCocenostics kunye ne-Teledicine, amanqaku ukuba i-optiinge yayinkulu kakhulu. Iinkampani ezingaphezu kwama-20 zathatha inxaxheba kuyo. Lilonke, ngaphezulu kwesigidi esinye semifanekiso kunye nemifanekiso yalungiswa kwaye yahlalutywa. Izifundo ezi-1.5 ezigidi. Ngexesha lovavanyo, inkqubo yokulungiswa kwedatha yedatha ezenzekelayo yenziwa ngaphandle.
Ukuvavanywa kweMetropolitan, abaphuhlisi benze iinkonzo ezingama-38 ngokusekwe kwi-AI ekuhlalutyo kwezilwanyana ezili-10 zophando. Iinkonzo zokujonga ikhompyuter Iceng Ceretor Medium Ai (Carentoreiai llc). Ezona zinto zibini sele zisetyenzisiwe kwisibhedlele somsebenzi wezibhedlele zeMoscow.
- I-radiscrening ye-pathologies yamalungu esifuba yenza ukuba ikwazi ukufumanisa inyumoniya, umhlaza, isifo sephepha. Ezi zezona zifo ziyingozi zentlalo ezibalulekileyo ukubona kumanqanaba okuqala kunyango olulandelayo. Inkonzo ihlalutya imifanekiso efunyenwe kwizixhobo ze-X-ray zekliniki. Emva koko kuphakama iyelenqe lelungu, ibonisa indawo ngqo kunye nobungakanani bePathology. Ezi ziphumo zibuyiselwe kwinkqubo enye yolwazi. Ukulungiswa kwenzeka kwimizuzwana nje eyi-8. Imoto ibona iinguqu ezincinci emzimbeni, enokuthi iliso lomntu lingakwazi ukulungisa. Ukwahlula amabakala amaninzi engwevu. Umatshini wenza imaski yombala kumfanekiso, eyincam ye-radiologist. Ingcali ibona indawo yePathological kwaye iqhuba kwakhona isifo.
- Inkonzo "CT Covid-19" inceda ukubona iimpawu zokuqala zosulelo kwimifanekiso ye-CT. Igqiba indawo, ubungakanani be-pathology kunye nepesenti yomonakalo wemiphunga, kubandakanya nokuhlelwa kwe-CT-0 CT-4 yavunywa yinkonzo ye-CRMARIA. Inkampani yabaphuhlisi yanikwa i-Moscow Sodolophu "NOVAET MOSCOW" KUNYE "UKUTHENGA" KUNYE NOBUCHULE BENKCUBEKO NOBUCHULE ". Inkonzo yeMizuzu emi-2-3 uhlalutyo kunye nemiba yeziphumo zokulungiswa komfanekiso. Ikwabeka imaski yemibala kwimifanekiso kwisilayi ngasinye. Ugqirha ufundisisa iingcebiso zemoto kwaye uthatha isigqibo sokugqibela kwi-disalosis.
Ilya plisci, UMlawuli weCarentoreiai LLC, ukhumbuza ukuba i-AI ayisiyondawo kagqirha. Uba ngumncedisi oncedisayo, ugxininisa umntu kwicandelo lemihlaba ye-pathoomagical emzimbeni. Isigqibo sokugqibela malunga nokuchongwa kwesifo kunye nokukhetha iindlela zonyango kuhlala kusemva kogqirha. Xa usebenza kwinkonzo, inkampani yenze uthethathethwano olwandisiweyo kunye neengcali zeZiko loPhando lweMoscow kunye ne-St. Petersburg. Ukuphepha iimpazamo ekuchongeni izazi-ntetho, uphawu ngalunye loqeqesho lwenethiwekhi luqhutywa ubuncinci iingcali ezi-3 ezinamava abanamava ngaphezulu kweminyaka elishumi nasesibhedlele.
Ukongeza kuphuhliso lwe-karetoreiai, inkonzo ye-covid -x -x ye-mulvox ephuhliswe ziingcali ezivela kwi-gammmed-ithayile ibandakanyeka kuvavanyo lwe-moscow. Ngoncedo lwayo, iMoscow Mescovologists kwimifanekiso ye-CT ihlalutyhutyhutyhutyha kwi-pathology yemiphunga yeCovid-19.
Iteknoloji ikuvumela ukuba ubone isabelo semiphunga ye-luting sempilo. Ayinikanga nje kuphela ivolomu, indawo yotshintsho lwendalo yelungu. Umatshini unokuqikelela inqanaba lomonakalo wezicubu, ubalaseliseni le migca ilandelayo: ilaphu lefibul ye-fibrous, iglasi ye-matte ye-matte, iglasi ye-matte. Iinkcukacha ezinjalo kukuvumela ukuba unike unyango olusebenzayo kwityala ngalinye.
Abaphuhlisi beSoftware-isoftware yenkqubo yenkonzo ngokusebenzisana nabagqirha basesiSibhedlele kwiKlinikhi yeSixeko seKliniki 52, izazinzulu ze-nuclear ye-N.V. Skobelsyna. Umsebenzi wenzeka ngexesha elincinci, kunye noogqirha endaweni yokuzonwabisa bacebise abaphuhlisi bekhefu phakathi komsebenzi wabo kwi-ofisi ebomvu yeofisi yeofisi yeofisi.
Ekuqaleni, isiseko sophando se-CT senziwa. Ngenxa yoko, iNethiwekhi ifundile iqeqeshiwe ngokufanelekileyo kwaye yahlula-hlula ukufumanisa ivolumu yesifo se-lings. Iziphumo zokulungiswa komatshini yayiyitshati eyakhiwe kuye. Babonisa oogqirha abaguqukayo beenguqu kwimpilo yesigulana. Ngokusekwe kule datha, ingcali ilungisiwe okanye itshintsha unyango olumiselweyo.
Ingqondo ye-AI ibonelela ngogqirha ngale datha ilandelayo:
- Umthamo oshiyekileyo welaphu le-LANGS esempilweni
- Ipesenti ye-pathology yomzimba
- Inqanaba lokwahlulahlula icandelo ngalinye le-pashoigical
- I-Dynamics yotshintsho kumthamo weendawo ezinempilo nezonakeleyo zeLungu
- Ukusebenza kwendlela yonyango
Ukongeza, umatshini wenza izindululo kugqirha malunga nokuba kubalulekile ukuba uguqulele isigulana kwinkanuko engqongqo nokuba iyafuneka idibanise izixhobo ze-IVL.
Imilinganiselo yenkonzo inobusi obukhulu. Umthamo ogqibeleleyo wezicubu zempilo kwaye ochaphazelekayo uboniswe kwiisentimitha ze-cuic. Ubungakanani bePathology bulinganiswa njengepesenti ngokunxulumene nalo lonke ivolumu yemiphunga. Ukufumana izalathiso ngqo, ubukhali besi sifo.
Izigqibo zokugqibela malunga nesi sifo, le nkqubo isekwe kwi-CT-0 ct-4. Umatshini ubonelela ngengxelo ngenkcazo yamaxabiso obuninzi kunye namagqabaza amafutshane. Lonke ulwazi lugcinwa kwindawo yogcino lwedatha, luqinisekisa ukuqhubeka konyango lwesigulana.
Uvavanyo lwenkonzo lwenzekile kwi-N.V. I-Ambulensi I-sklifosovsky kunye nakwiziko lezenzululwazi kunye neZiko leMfundo le-Moscow State eligama linguM.v. I-Lomonosov, kunye nezinye iiklinikhi zekomkhulu. Imoto ihlaziywe ngaphezulu kwe-120 yamawaka ezifundo ze-CT. Iziphumo zovavanyo lovavanyo zibonakalise ukuba le nkonzo ingasetyenziswa kwinkqubo ye-Federal ye-Fedemal Deedeledine.
U-Andrei Gavrilov, umphathi wophuhliso lwe-LLC Gimmmimed-ithambile, ugxininiswa kakhulu ngokusebenza kwenkonzo. Ixesha lokuqhubela phambili komgangatho kwimizuzu eli-10. I-AI ihlalutye umfanekiso kwaye inike ingxelo kugqirha 2 ngokukhawuleza - kwimizuzu emi-5-6.5. Endaweni yezifundo ezibini ngeyure ngoncedo lwenkonzo, izifundo ezi-6 zinokubanjwa. Oku kunika inkxaso ekhawulezileyo nengathethwayo ngoogqirha, ilayishwe yimithango yomsebenzi ngexesha le-coronavirus ye-condemic kunye nezifo zotyhina ezinobungozi kunye nezinosu. Ngexesha lovavanyo lweMoscow, ababhali benkqubo bakwazile ukuyiphucula, benza ugqirha oluncedo ngakumbi umsebenzi ofanelekileyo. Urhulumente waseMoscow ubonelele ngenkxaso yemali kubaphuhlisi njengombulelo ngemveliso yabo esemgangathweni.
Iimvavanyo zokusetyenziswa kwetekhnoloji yee ziceba ukwenza eminye imimandla yelizwe. Umzekelo, kwisiseko seZiko leRussia yokuqala ye-Articitical Bibliction kwiYunivesithi iDyunivesithi "kwiRiphabhlikhi yaseTatarstan, uvavanyo lwenkonzo ye-AIRADINOLOGL lwaqala.
Le program ihlalutya i-radiology yamalungu esifuba, iyaqonda kwaye isebenzise amanyathelo kunye nobunzulu bomonakalo wemiphunga. Umatshini unika ugqirha ingxelo equka iifayile ezimbini:
- IProtokholi yeNgxelo yeNgxelo yeNdawo yeXabiso ichaza ukubakho kotshintsho lwendalo emzimbeni.
- I-X-ray ephambili ngokubekwa kwemephu ye-thermal kuyo, ibonisa iindawo eziguquguqukayo zelungu le-pathological.
Umatshini uphatha ii-snapshots kwimizuzwana engama-30. Kwaye kwingxelo inika imifanekiso ecacileyo.
URamil Kuleev, UMlawuli weZiko leYunivesithi yeDemepolis, ugxininisa ubukho bezibalo ezinkulu, ebonisa inqanaba lomthwalo we-rogologists. ERussia, ekuhambeni konyaka, malunga nezigidi ezisibhozo zezifundo ze-radineralogical yenziwa, yonke imihla ingaphezulu kwamawaka angama-220 amawaka eefoto ezenziwa kwilizwe lethu. Yonke le ncwadi kufuneka inyangwe ngoogqirha. Ukuba itekhnoloji iya kusetyenziswa emsebenzini wabo, iziphumo zeziphumo ziya kwenzeka ngokukhawuleza kwaye zichaneke ngakumbi. Inkululeko kagqirha evela emsebenzini yesiqhelo iya kuvumela ukuqhuba ngophando olunzulu lweemeko ezinzima, ukuphunyezwa kokusebenza kwezifundo ezingxamisekileyo.
I-Ramil Kuleev ixabisa i-Inscow yezeMpilo yeMscow njengenye yezona zilungileyo eYurophu. Yinkokeli eRussia kwaye ikuvumela ukuba usebenze kwiinkonzo ezintsha, iinkqubo kunye neetekhnoloji zokuziswa kwazo ekusebenzeni komsebenzi wamaZiko oNyango lweMetropolitan kunye nengingqi. Kule migaqo iyimfuneko kunye neendlela ezifanelekileyo. Baphuhliswa liziko lokuxilonga kunye neTelelemanestine kunye nolwazi kunye neziko lohlalutyo kwimpilo yeMoscow. Ngoku abaphuhlisi beenkonzo ezintsha banokuvavanya iiprojekthi zabo malunga nezibonelelo zakhiwe ngokwakhiwe.
Ukuthatha inxaxheba kuvavanyo lwe-moscow, umnyango uvulelekile kuzo zonke iinkonzo zempilo ezisekwe kubuchwepheshe bombono wekhompyuter. Izicelo zayo zokuthatha inxaxheba kwiinkampani ze-IT zingangeniswa kwiziko lokuxilongwa kunye neTeetledicine. Indawo yayo ibamba uluhlu lweemfuno zenkonzo kunye noluhlu lwamaxwebhu enkxaso eyimfuneko.
Ezo zinto zihlangabezana neemfuno ezichaziweyo ziya kuthatha inxaxheba kuvavanyo kunye novavanyo kwiimpawu zokusebenza kunye nokuchaneka kwe-algorithms. Kule meko, inkonzo nganye kufuneka idityaniswe ne-Eris. Iinkonzo eziphuhlileyo zovavanyo eziphuhlileyo zifumana izibonelelo kurhulumente waseMoscow. Uphuhliso oluye lwaluphumelela ngempumelelo uvavanyo lubandakanyiwe kwisekethe yemveliso. Bayafumaneka kwiingcali kwezonyango.
I-INSna Frost, UMlawuli woPhuculo lweKarentoreiai, oluncedo lovavanyo lwenkampani yenkampani ngaphakathi kovavanyo lwe-moscow luvavanywa kakhulu. Uviwo luncede ekuvavanyeni ukuqola kobugcisa, ukusebenza kunye nokusebenza okusebenzayo kophuhliso. Iireyithi eziphezulu zanikwa ipulse yokukhangela entsha kunye nokuphucula iimveliso eziphuhlisiweyo.
Umvuzo Mos.b.