{"id":15492,"date":"2026-01-20T14:08:21","date_gmt":"2026-01-20T13:08:21","guid":{"rendered":"https:\/\/www.snt-toolbox.org\/snt-pipeline-library\/"},"modified":"2026-02-19T10:56:08","modified_gmt":"2026-02-19T09:56:08","slug":"snt-pipeline-library","status":"publish","type":"page","link":"https:\/\/www.snt-toolbox.org\/fr\/snt-pipeline-library\/","title":{"rendered":"Biblioth\u00e8que de pipelines SNT"},"content":{"rendered":"    <div class=\"hero-section yellow big-container py-[140px] md:py-[80px] bg-cover bg-center  bg-dark text-white  [&#038;_.sub-title-home]:opacity-80 [&#038;_.sub-title-home]:text-[32px] md:[&#038;_.sub-title-home]:text-[20px] lazyload\"\n         style=\"background-image:inherit\" data-bg-image=\"url(&#039;https:\/\/www.snt-toolbox.org\/wp-content\/uploads\/2025\/07\/Hero-Section-1.jpg&#039;)\">\n        <div class=\"container !max-w-[1328px]\">\n            \n\n<h1 class=\" wp-block-heading has-text-align-center eplus-wrapper\">Biblioth\u00e8que de pipelines SNT<\/h1>\n\n\n\n<p class=\"sub-title-home has-text-align-center eplus-wrapper\">L\u2019\u00e9pine dorsale analytique de l\u2019adaptation infranationale<\/p>\n\n\n        <\/div>\n    <\/div>\n    \n\n    <div class=\"wrapper-container-block overflow-hidden py-[90px] md:!py-[64px] bg-color-gray \"\n         id=\"block_4efb1d8c103fd7599ca1ad21cee948ce\"\n         style=\"  \">\n        <div class=\"container\">\n            \n<h5 class=\" wp-block-heading has-text-align-center eplus-wrapper eplus-styles-uid-8071a9\">Qu&rsquo;est-ce que la biblioth\u00e8que de pipelines snt ?<\/h5>\n\n<p class=\" eplus-wrapper eplus-styles-uid-fe641a\">La Biblioth\u00e8que de pipelines SNT est le moteur analytique qui transforme les donn\u00e9es nationales et mondiales sur le paludisme en r\u00e9sultats analytiques standardis\u00e9s et reproductibles. En se connectant directement aux syst\u00e8mes de donn\u00e9es nationaux et en int\u00e9grant des flux de travail valid\u00e9s, la Biblioth\u00e8que de pipelines SNT convertit des analyses complexes et ponctuelles en paquets de code r\u00e9utilisables, pouvant \u00eatre relanc\u00e9s, mis \u00e0 jour et \u00e9tendus au fil du temps ; cr\u00e9ant ainsi une base analytique durable pour la planification infranationale de la lutte contre le paludisme.<\/p>\n\n<p class=\" eplus-wrapper eplus-styles-uid-fe641a\">Les analyses du paludisme sont souvent r\u00e9alis\u00e9es \u00e0 travers des flux de travail fragment\u00e9s : donn\u00e9es extraites de multiples syst\u00e8mes, nettoy\u00e9es manuellement, analys\u00e9es \u00e0 l\u2019aide de scripts ad hoc et stock\u00e9es sur des ordinateurs individuels. Cela rend les analyses difficiles \u00e0 reproduire, complexes \u00e0 auditer et ardues \u00e0 mettre \u00e0 jour dans le temps. La Biblioth\u00e8que de pipelines SNT remplace ce mod\u00e8le par un environnement analytique partag\u00e9, transparent et en am\u00e9lioration continue, dans lequel les pipelines de donn\u00e9es sont standardis\u00e9s, document\u00e9s et r\u00e9utilisables \u00e0 travers les pays et les ann\u00e9es. Cela garantit que les d\u00e9cisions pr\u00e9sent\u00e9es dans l\u2019Explorateur SNT ne sont pas des instantan\u00e9s statiques, mais le r\u00e9sultat d\u2019un processus analytique continuellement mis \u00e0 jour et appropri\u00e9 par les pays.<\/p>\n\n        <\/div>\n    <\/div>\n    \n\n    <div class=\"wrapper-container-block overflow-hidden py-[90px] md:!py-[64px] bg-color-white \"\n         id=\"block_230391dd3340317a927d4232087f3746\"\n         style=\" padding-top: 60px; padding-bottom: 60px; \">\n        <div class=\"container\">\n            \n<h5 class=\" wp-block-heading has-text-align-center eplus-wrapper eplus-styles-uid-8071a9\">Un environnement analytique s\u00e9curis\u00e9 et collaboratif<\/h5>\n\n<p class=\" eplus-wrapper eplus-styles-uid-fe641a\">La Biblioth\u00e8que de pipelines SNT est mise en \u0153uvre dans <strong><a href=\"https:\/\/www.openhexa.com\/fr\/\" target=\"_blank\" rel=\"noreferrer noopener\">OpenHEXA<\/a><\/strong>, une plateforme open source d\u00e9di\u00e9e \u00e0 l\u2019int\u00e9gration et \u00e0 l\u2019analyse collaborative des donn\u00e9es en sant\u00e9 publique. OpenHEXA permet aux \u00e9quipes de se connecter de mani\u00e8re s\u00e9curis\u00e9e, de g\u00e9rer, d\u2019analyser et de documenter les donn\u00e9es au sein d\u2019un espace de travail partag\u00e9, favorisant le d\u00e9veloppement de pipelines analytiques robustes et auditables. Dans cet environnement, les analystes SNT peuvent :<\/p>\n\n<ul class=\" wp-block-list eplus-wrapper eplus-styles-uid-455867\"><li class=\" eplus-wrapper eplus-styles-uid-fe641a\">Connecter et int\u00e9grer des donn\u00e9es issues des syst\u00e8mes nationaux (DHIS2, registres nationaux de donn\u00e9es sur le paludisme \u2013 NMDRs) et de jeux de donn\u00e9es mondiaux (MAP, ERA5, DHS, WorldPop).<\/li>\n\n<li class=\" eplus-wrapper eplus-styles-uid-fe641a\">D\u00e9tecter et corriger les probl\u00e8mes de donn\u00e9es en appliquant des flux de travail automatis\u00e9s de d\u00e9tection des valeurs aberrantes et d\u2019imputation. Ces pipelines signalent les valeurs incoh\u00e9rentes \u00e0 l\u2019aide de r\u00e8gles statistiques (IQR, \u00e9cart-type, MAD) et comblent les lacunes par des moyennes mobiles ou des couches de r\u00e9f\u00e9rence issues de MAP, garantissant des donn\u00e9es d\u2019entr\u00e9e plus propres et plus fiables pour l\u2019analyse.<\/li>\n\n<li class=\" eplus-wrapper eplus-styles-uid-fe641a\">Standardiser les flux de travail analytiques gr\u00e2ce \u00e0 des pipelines reproductibles qui g\u00e9n\u00e8rent des indicateurs cl\u00e9s tels que l\u2019incidence, la pr\u00e9valence, la mortalit\u00e9 et la saisonnalit\u00e9, permettant des mesures coh\u00e9rentes entre pays et dans le temps.<\/li>\n\n<li class=\" eplus-wrapper eplus-styles-uid-fe641a\">Enrichir les analyses avec des covariables suppl\u00e9mentaires \u2014 notamment le comportement des vecteurs, la r\u00e9sistance aux insecticides, l\u2019acc\u00e8s aux soins de sant\u00e9 et la couverture des interventions \u2014 apportant la profondeur contextuelle n\u00e9cessaire pour interpr\u00e9ter avec pr\u00e9cision le risque palustre.<\/li>\n\n<li class=\" eplus-wrapper eplus-styles-uid-fe641a\">Documenter et partager chaque \u00e9tape du processus, garantissant une transparence totale et la reproductibilit\u00e9 entre \u00e9quipes et partenaires. En int\u00e9grant ces pipelines au sein de la Bo\u00eete \u00e0 outils num\u00e9rique SNT, OpenHEXA transforme l\u2019int\u00e9gration de donn\u00e9es complexes et techniques en un processus reproductible et pilot\u00e9 par les pays.<\/li><\/ul>\n\n<ul class=\" wp-block-list eplus-wrapper eplus-styles-uid-205aa0\">\n<li class=\" eplus-wrapper\">\n<\/ul>\n\n        <\/div>\n    <\/div>\n    \n\n    <div class=\"wrapper-container-block overflow-hidden py-[90px] md:!py-[64px] bg-color-gray \"\n         id=\"block_4efb1d8c103fd7599ca1ad21cee948ce\"\n         style=\"  \">\n        <div class=\"container\">\n            \n<h5 class=\" wp-block-heading has-text-align-center eplus-wrapper eplus-styles-uid-8071a9\">De l\u2019analyse \u00e0 l\u2019action<\/h5>\n\n<p class=\" eplus-wrapper eplus-styles-uid-9fa219\">La Biblioth\u00e8que de pipelines SNT g\u00e9n\u00e8re les indicateurs qui alimentent l\u2019Explorateur SNT. Tandis que la biblioth\u00e8que de pipelines met l\u2019accent sur la rigueur, la coh\u00e9rence et l\u2019int\u00e9grit\u00e9 des donn\u00e9es, l\u2019Explorateur SNT traduit ces r\u00e9sultats en un environnement interactif dans lequel les programmes peuvent explorer diff\u00e9rents sc\u00e9narios et finaliser leurs d\u00e9cisions.<\/p>\n\n        <\/div>\n    <\/div>\n    ","protected":false},"excerpt":{"rendered":"","protected":false},"author":4,"featured_media":15573,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"content-type":"","editor_plus_copied_stylings":"{}","footnotes":""},"class_list":["post-15492","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Biblioth\u00e8que de pipelines SNT - Bluesquare<\/title>\n<meta name=\"description\" content=\"A dedicated tool to visualize country data and design, budget and analyze intervention packages.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.snt-toolbox.org\/fr\/snt-pipeline-library\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Biblioth\u00e8que de pipelines SNT - 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