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IA ci Wérgi-yaram ak Epidemioloji

IA dafay jàppale kurelu wërgu yaram yi ñu teela gis mbas mi, wane ni feebar yi di tasaaroo, ba noppi xool ay paj ci askan wi yépp du ci benn malaad kese.

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Résumé

It turns scattered signals — search queries, wastewater, mobility data — into actionable warnings.

Plongeur bu xóot

Epidemiologie dafay jàngat anami feebar yi ci askan wi, te IA dafay gëna yokk lii ci ay balluwaayi done yu surveillance cosaan bi ñàkk. Sistem yu melni BlueDot ak HealthMap dañuy jël xibaar yi, jënd tiketi avion, ak bulletin yiy wax ci wérgi-yaramu baayima yi ngir seetlu feebar bi; BlueDot moo siiwal cluster COVID-19 bi ci Wuhan ci weeru desàmbar 2019. Ci jamonoy mbas mi, jàngu masin dafa dooleel xeetu paj mi, ci jamano jooju IA genomic di topp feeñte yu bari yi. Leegi surveillance ndox mu sell mi dafay jëfandikoo ay model statistique ngir xayma ni infection yi di doxee ci askan wi ci misaali ndox mu sell mi - jàpp spikes balaa cases clinique yi di feeñ. IA itam defay jappale 'epidemioloji niimaal' di cammbar mobilite telefon bu kenn xamul turam ngir wane tasaaro bi, te dimmbali ci xaaj ay jumtukaay yu nééw yu mel ni ñakk yi. Li am solo mooy: jumtukaay yooyu dañu baax ci seeni done, te rapoor yu jaarul yoon wala yu jaarul yoon mën nañu réerloo nit, ni ko Google Flu Trends defee ci lu ëpp solo ci grip bi.

Gis-gis xarala

Platform yiy gis mbas mi dañu boole NLP ci xibaar yu làkk yu bari ak feed ofisel ak gis anomali ngir wane feebar yu bari te wuute. Xalaatal dafay jëfandikoo ay xeetu jamono ak ay xeetu kompartimaa (SIR/SEIR) yenn saa mu yokk ci ay reso neuronal ngir xayma limu ëmbam R. Wottu genomik dafay jëfandikoo algorithm phylogenetic ak clustering ngir topp xeetu lignée yi. Benn fiir buy baaxoo am mooy konsept drift: siñaal yi ci doxalin yu melni terme seetlu yi dañuy soppiku ci diir bi, moo tax model yiñ tàggat ci motif yu njëkk yi dañuy yàqu fileek dañu leen di kalibrewaat saa yu nekk.

njeextalu pexe

Kontekst bi ak sàrt yi

Xeetu liggéey bi mooy wane ndax xalaati IA yi dina ñu mëna wéy di jëflante ak dëggantaan.

Xool kalite

Teg domen yi deñuy indi jafe-jafe ci ni njuumte yi di doxee ak ci xeetu saytu yi.

Tabax tànneef

Dugalug liggéey bu baax dafay méngale kàttan xarala yi ak def liggéey bi ci kanam.

Ëlëgu IA ci Wérgi-yaram ak Epidemioloji

Wérgi-yaramu nit ñi mingi jëm ci wàllu surveillance buñ boole muy boole ndox mu sew, genomik, klinik, ak siñaal dijital ci benn tablo tablo. Royuwaayi làkk yu yaatu mën nañu jàppale ci dajale rapoor yu àdduna bi yépp ak tëral jàngat ci risku mbas mi. Xaarandil dugal xaalis bu gëna bari ci 'waxtu mbas mi' ak di wottu metagenomic bu amul benn patogen buy gis bépp loraange ci benn misaal, te baña gis li ñu xam rek. Kadre yu am solo ak déggoob séddoo ay done dina nekk lu am solo - xarala yi dañuy faral di raw nguur gi war ngir jëfandikoo mobilité ak done wérgi-yaram ci anam wu jaar yoon.

Doxal ci àdduna dëgg

Sistemu NLP bu BlueDot dafa xool xibaar yi ci àdduna bi ak ay done ci naaw ngir xamle feebaru COVID-19 bi am ci Wuhan ay fan laataa ñuy joxe ay artu ofisel.

Prograamu wattu ndox mu sell mi dafay jëfandikoo ay misaali lim ngir xayma tasaaroo COVID-19 ak polio ci askanu ndox mu sew mi balaa jangaro yi di gëna yokk.

Gasoduc yiy saytu genomik (lu mel ni yi ci ginaaw Nextstrain) dañuy jëfandikoo algorithm phylogenetic ngir topp xeetu SARS-CoV-2 yu bees yi ci diir bu gàtt.

Done yiñ joxe ci telefon mobile te kenn xamul turam, dañu leen jël ngir xam naka la confinement yi ak tukki yi di amee ci joxe feebar bi.

Risk yi ak balustrade yi

Wareef yiñ tëral mën nañu dindi prototype yu am doole yi.

Done yu am taarix mën nañu tënk luy lore ci yenn askan.

Sistem yu yàgg yi mën nañu indi ay jafe-jafe ci lëkkaloo ak njëg yu nëbbu.

Roadmap ngir samp gi

1

Boole ay kàngam ci domen bi, dalee ko ci kaadar jafe-jafe yi ba ci jàngat bi.

2

Nafar ay yoon ngir saytu ak ay këyit balaa ngay tàmbali.

3

Teela xool ni ñuy sàmmoonte ak seeni wareef ci wàllu kaaraange.

4

Defar ko ci ay fase yu leer ci taxawal ak dellu ginaaw.

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Gis bi ci topp

IA ci dem bi ak dikk bi ñépp bokk

Laaj yi ñuy faral di laaj

What is AI in Public Health and Epidemiology?

IA dafay jàppale kurelu wërgu yaram yi ñu teela gis mbas mi, wane ni feebar yi di tasaaroo, ba noppi xool ay paj ci askan wi yépp du ci benn malaad kese. Dafay soppi siñaal yu tasaaroo - laaj seetlu, ndox mu sell, done mobilité - ci ay àrtu yuñ mëna jëfandikoo.

Lu epidemioloji di njëkka jàngat?

Epidemiologie dafay xoole ni feebar yi di amee ak di tasaaroo ci biir kuréel yi ak askan wi, di leeral politik ak matuwaayi wérgi-yaramu nit ñi.

Lan moo tax BlueDot siiw ci jamonoy mbasum COVID-19 bi?

Liggéeyu lakk bu BlueDot bi defa skane xibaar yi ak ay done ci naaw ba pare daal di wone mboolo mi di feeñ ci Wuhan ci Desammbur 2019 bala artu yu matt yi.

Lan moo waral di wottu ndox mu sell di jàppale wérgi-yaramu nit ñi?

Ni pathogen yi tollu ci ndox mu sew mi dafay wane infeksioŋ bi ci askan wi yépp te mën na yokk balaa nit ñi di dem saytu, di joxe siñaal buy teela artu.

Ban njàngale la tendensi gripu jàngale ci IA ci wàllu feebar?

Google Tendensi gripu yi dañu ëpp luñuy xayma ci bariwaayu gripu ndax siñaali doxalin yi dañuy dem ci diir bi, loolu dafay wane ni xeetu mbir yooyu dañuy yàqu te kenn du leen kalibrewaat.

Ci modeling feebar, lan la nimero R di màndargaal?

R dafay xayma ñaata cases secondaire la nit ku nekk ku am feebar bi di jur ci moyenne; an R above 1 signals a growing outbreak.