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HERITAGE ALLIANCE · AMAKURU N'UBUMENYI

Imiterere y'ibikorwaremezo by'amakuru bya Heritage

Reba ibice biri hasi

Ibisabwa ku isangano ry'amakuru ry'umugenerwabikorwa

Ibisabwa ngenderwaho by'inkomoko ku isangano ryo mu rwego rigira uruhare. Emeza ubushobozi, umutekano n'ibikenewe mu mikorere n'urwego rubishinzwe mbere yo gushyira mu bikorwa.

Ibikoresho na sisitemu y'imikorere

  • Prosesa ya AMD cyangwa ARM ifite cores enye.
  • Nibura RAM ya 32 GB; 64 GB ni zo zisabwa byiza.
  • Ububiko bwa SSD bwa 1 TB cyangwa burenze.
  • Ubuntu 24.04.
  • Seriveri cyangwa imashini yigana iyihariye iruta igice gisangiwe.

Imikorere no kubungabunga

  • Intego y'inkomoko yo kuboneka: 99%; kurikiza ibisabwa bikaze kurushaho byo mu rwego aho bikenewe.
  • Kubika kopi y'inyongera buri joro birasabwa mu gishushanyo cy'inkomoko.
  • Shyiraho abashinzwe sisitemu n'ubufasha bw'urusobe.
  • Komeza kuvugurura ibikosorwa, ibice bya Docker, porogaramu z'ishyirwa mu bikorwa n'igenamiterere rya seriveri.

Incamake y'imiterere ya cHDP

Inkomoko ihuza amasangano y'amakuru yo mu nzego na serivisi z'urusobe zibihuza. Inyandiko z'umuntu ku giti cye ziguma munsi y'igenzura ry'urwego zikomokamo; ibibazo n'ibisohoka byemewe bisaba isuzuma ry'imiyoborere.

Seriveri y'isangano ry'urusobe

Itsinda rya serivisi zo kwandikisha amasangano, kugenzura umwirondoro, ibipimo n'ibikoresho by'ubushakashatsi. Imirongo y'ibisobanuro yerekana ibice; ntiyongeraho amasano mashya hagati ya serivisi.

Seriveri ngenderwaho y'isangano ry'urusobe ifite Docker na serivisi z'ubushakashatsi. Imirongo itanu y'ibisobanuro yerekana ibice byo kwandikisha amasangano, ibipimo, kugenzura umwirondoro no kwerekana amakuru.
Imiterere ngenderwaho yahujwe n'ibikenewe. FastAPI yandikisha amasangano; Prometheus ikusanya ibipimo; Grafana ibyerekana; Keycloak igenzura umwirondoro; Superset ifasha gusesengura.
Agura igishushanyoKuramo SVGKurura PNGIgishushanyo cy'inkomoko ↗
Uruhushya rwo kongera gukoresha inkomoko ntirwatanzwe; gumishaho inyandiko zireba buri gice.

Isangano ry'amakuru

ETL yo mu rwego ihuza amakuru y'inkomoko na OMOP CDM. Ibice bya OHDSI bicumbikiwe na Docker n'ibikoresho by'iyiga rihuriweho bikikije ububiko bw'amakuru mu gishushanyo cy'inkomoko.

Isangano ngenderwaho ry'amakuru ryo mu rwego: ETL ijya mu bubiko bwa OMOP CDM buri hamwe n'ibikoresho bya OHDSI, Docker, Ubuntu na Vantage6. Imirongo y'ibisobanuro isobanura ibice.
Imiterere ngenderwaho yahujwe n'ibikenewe. Ubuntu na Docker bicumbikira ETL, OMOP CDM, ibikoresho bya OHDSI n'ibice bya Vantage6 bisobanuwe mu nkomoko.
Agura igishushanyoKuramo SVGKurura PNGIgishushanyo cy'inkomoko ↗
Uruhushya rwo kongera gukoresha inkomoko ntirwatanzwe; gumishaho inyandiko zireba buri gice.

Ibikorwaremezo rusange

Sisitemu za EMR n'amasangano yo mu nzego bitanzwe nk'urugero bishyizwe hamwe na seriveri z'urusobe rwa NHIC na seriveri y'umushinga. Nta mazina y'ibihugu ari mu bishushanyo bya tekiniki by'inkomoko.

Imiterere rusange ngenderwaho: amasoko atatu y'amakuru atanzwe nk'urugero n'amasangano yo mu nzego bishyizwe hamwe na seriveri ebyiri z'urusobe rwa NHIC na seriveri y'umushinga. Imirongo ihuza imeze nk'udusodeko ntifite imitwe y'imyambi.
Imiterere ngenderwaho yahujwe n'ibikenewe. Sisitemu z'inkomoko, amasangano ya OMOP yo mu nzego, seriveri z'urusobe rwa NHIC na seriveri y'umushinga bitondetse nk'uko byari mu mwimerere. Ibisobanuro by'ibimenyetso byerekana uko amasangano akora, imfunguzo zo kwiyandikisha n'ibisubizo byegeranyijwe.
Agura igishushanyoKuramo SVGKurura PNGIgishushanyo cy'inkomoko ↗
Uruhushya rwo kongera gukoresha inkomoko ntirwatanzwe; gumishaho inyandiko zireba buri gice.

Ibice by'ingenzi

Amasangano y'amakuru yo mu nzego

Inzego zigenzura aho amakuru yazo akorerwa n'uburenganzira bwo kuyakoresha.

Serivisi zikoresha kontineri

Docker ikusanyiriza hamwe ibice bya porogaramu byongera gukoreshwa kimwe kugira ngo bishyirwe mu bikorwa.

Ihuzabikorwa rikuru

Ihuriro ngenderwaho rihuza amasangano agira uruhare n'ihererekanya ryemewe ry'amakuru yegeranyijwe.

Isesengura ry'amakuru na AI

Ibikoresho by'isesengura bifasha gusubiza ibibazo by'ubushakashatsi no gukora imiterere y'igereranya aho byemejwe kandi byagenzuwe.

Uko amakuru agenda

  1. Icyegeranyo cyo mu rwego

    Amakuru akomoka muri sisitemu yemewe y'ubuvuzi, laboratwari, ikurikirana ry'indwara cyangwa ubushakashatsi.

  2. ETL no guhuza amakuru

    Ihindurwa ry'amakuru mu rwego riyashyira mu miterere ya OMOP CDM.

  3. Ibibazo ku masangano y'amakuru

    Isesengura ryemewe rikorwa hakurikijwe igenzura ryo mu rwego; ibisubizo byegeranyijwe byemewe bishobora gusangizwa abandi.

  4. Isesengura n'isobanura

    Amatsinda y'ubushakashatsi asobanura ibisubizo, asuzuma ingaruka zo kumena ibanga kandi agasuzuma ibyabonetse mbere yo kubisohora.

Ubushobozi bw'urubuga

Ubushobozi busobanuwe mu gishushanyo cy'inkomoko burimo ibimenyetso biboneka ku gihe, kugereranya ingaruka, ibibazo ku masangano, ubushakashatsi burinda ubuzima bwite n'urubuga. Ishyirwa mu bikorwa rya buri bushobozi muri Heritage n'igenzura ryabwo bigomba kwemezwa ukwabyo.

Ikoranabuhanga rikoreshwa

Docker, R, Python, Jupyter, OHDSI/ATLAS, Vantage6, OpenMRS, OMOP CDM, ibikoresho byo kwigisha imashini, SQL, CSV ETL n'ubugenzuzi bwa firewall biri mu miterere y'inkomoko. Amazina y'ikoranabuhanga ntasobanura ko serivisi zahujwe zikora cyangwa ko zisangiye uruhushya rwa porogaramu.

Shakisha ibindi

Urutonde rw’amakuru Imiyoborere no kurinda Imyitwarire n'ibipimo

Igishushanyo cy'imiterere