AI mubuzima rusange na epidemiologiya
AI ifasha ibigo nderabuzima rusange kwandura hakiri kare, kwerekana uburyo indwara zikwirakwira, no gutabara abantu bose aho kuba abarwayi bonyine.
Incamake
Ihindura ibimenyetso bitatanye - ibibazo byo gushakisha, amazi y’amazi, amakuru yimuka - muburira ibikorwa.
Kwibira cyane
Epidemiologiya yiga uburyo bw'indwara mu baturage, kandi AI irarenga ibi hamwe namakuru yatanzwe namakuru gakondo yo kubura. Sisitemu nka BlueDot na HealthMap amakuru yamakuru yamakuru, itike yindege, hamwe nubuzima bwinyamaswa kugirango tumenye icyorezo; BlueDot yamamaye cyane mu itsinda rya COVID-19 i Wuhan mu mpera z'Ukuboza 2019.Mu gihe cy'icyorezo, imashini yiga imashini yakoresheje uburyo bwo guhanura imanza, mu gihe AI ya genomic yakurikiranaga ibintu byagaragaye. Igenzura ry’amazi ubu rikoresha urugero rw’ibarurishamibare mu kugereranya urugero rw’ubwandu bw’abaturage bivuye ku ngero z’imyanda - gufata imitoma mbere yuko indwara z’amavuriro zigaragara. AI kandi ishyigikira 'epidemiologiya ya digitale,' isesengura uburyo bwa terefone itamenyekanye kugirango ikwirakwizwe, kandi ifasha gutanga umutungo muke nkinkingo. Gufata: ibi bikoresho nibyiza gusa nkamakuru yabyo, kandi kubogama cyangwa kutuzuye kubitangaza birashobora kuyobya, nkuko Google Ibicurane by ibicurane byakozwe nabi mugukabya ibicurane.
Ubushishozi
Ihuriro ryibiza-rihuza NLP hejuru yamakuru yindimi nyinshi hamwe nibiryo byemewe hamwe no gutahura anomaly kubice byindwara zidasanzwe. Iteganyagihe rikoresha ibihe-bikurikirana hamwe na moderi (SIR / SEIR) rimwe na rimwe byongerwa hamwe nu miyoboro y’imitsi kugirango igereranye umubare w’imyororokere R. Igenzura rya genomic rikoresha algorithms ya phylogeneque hamwe no guhuza ingero zikurikiranye kugirango zikurikirane imirongo itandukanye. Umutego usubirwamo ni igitekerezo cyo gutembera: ibimenyetso byimyitwarire nkamagambo yishakisha ahinduka mugihe, bityo moderi yatojwe kumiterere yashize itesha agaciro keretse iyo yongeye guhindurwa.
Ingaruka z'Ingamba
Imirongo n'amategeko
Inganda zerekana niba ibitekerezo bya AI bikomeza guhura nukuri.
Kugenzura ubuziranenge
Imbogamizi za domeni zigira ingaruka zemewe namakosa yo kugenzura.
Kubaka amahitamo
Ibikorwa bigenda neza bihuza ubushobozi bwa tekiniki hamwe nakazi kambere.
Kazoza ka AI mubuzima rusange na Epidemiologiya
Ubuzima rusange buragenda bugana ku guhuriza hamwe, hafi-nyabyo-kugenzura guhuza amazi y’amazi, genomique, ivuriro, n’ibimenyetso bya digitale mu kibaho kimwe. Ururimi runini rwururimi rushobora gufasha guhuza raporo yisi yose hamwe nogusuzuma ibyorezo byanduye. Tegereza byinshi 'guhanura ibyorezo' ishoramari hamwe na patogen-agnostic metagenomic igenzura igaragaza iterabwoba ryose murugero, ntabwo rizwi gusa. Urwego rwibanga n'amasezerano yo gusangira amakuru bizaba ibyemezo - ikoranabuhanga akenshi risumba imiyoborere ikenewe kugirango ikoreshwe kandi amakuru yubuzima ashinzwe.
Gushyira mu bikorwa Isi
Sisitemu ya NLP ya BlueDot yasuzumye amakuru ku isi ndetse n’amakuru y’indege kugira ngo imenyekanishe icyorezo cya COVID-19 cyagaragaye muri Wuhan iminsi mike mbere yo kubimenyeshwa.
Gahunda yo kugenzura amazi y’amazi ikoresha urugero rw’ibarurishamibare mu kugereranya COVID-19 n’umuryango w’ibicurane ukwirakwizwa n’imyanda mbere y’uko indwara z’amavuriro ziyongera.
Imiyoboro ya genomic igenzura (nkiziri inyuma ya Nextstrain) ikoresha algorithms ya phylogeneque kugirango ikurikirane ibintu bishya bya SARS-CoV-2 mugihe nyacyo.
Amakuru yimikorere ya terefone igendanwa atazwi yagereranijwe kugirango hamenyekane uburyo gufunga hamwe ningendo bigira ingaruka ku kwanduza indwara.
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 mu nzira nyabagendwa
Ibibazo bikunze kubazwa
AI ni iki mu buzima rusange na Epidemiologiya?
AI ifasha ibigo nderabuzima rusange kwandura hakiri kare, kwerekana uburyo indwara zikwirakwira, no gutabara abantu bose aho kuba abarwayi bonyine. Ihindura ibimenyetso bitatanye - ibibazo byo gushakisha, amazi y’amazi, amakuru yimuka - muburira ibikorwa.
Icyorezo cya epidemiologiya cyiga iki?
Epidemiologiya yibanda ku buryo indwara zibaho kandi zikwirakwira mu matsinda no mu baturage, kumenyesha politiki y’ubuzima rusange n’ubutabazi.
Niki cyatumye BlueDot igaragara mugihe cyicyorezo cya COVID-19?
Ururimi rwa BlueDot rutunganya ururimi rusanzwe rwasuzumye amakuru namakuru yindege kandi rushyira ahagaragara cluster igaragara i Wuhan mu mpera zUkuboza 2019, mbere yo kuburira.
Kuki kugenzura amazi mabi bifasha ubuzima rusange?
Urwego rwa virusi mu mwanda rugaragaza ubwandu bw’abaturage kandi rushobora kwiyongera mbere yuko abantu bashaka kwipimisha, batanga ikimenyetso cyo kuburira hakiri kare.
Ni irihe somo Google Ibicurane byigisha ibijyanye na AI muri epidemiologiya?
__II_
Mu kwerekana indwara, umubare w'imyororokere R ugereranya iki?
R igereranya umubare wanduye buri muntu wanduye agereranije; R iri hejuru ya 1 yerekana icyorezo gikura.