{"id":11581,"date":"2025-12-05T09:11:57","date_gmt":"2025-12-05T09:11:57","guid":{"rendered":"https:\/\/www.biotrial.com\/?page_id=11581"},"modified":"2025-12-10T14:58:17","modified_gmt":"2025-12-10T14:58:17","slug":"data-science","status":"publish","type":"page","link":"https:\/\/www.biotrial.com\/fr-ca\/data-science\/","title":{"rendered":"Data Science"},"content":{"rendered":"\n<section class=\"acf header-depth-2\" id=\"\">\n    <div class=\"container large\">\n                    <h1>Data Science<\/h1>\n                            <div class=\"contain-text\"><p>Biotrial int\u00e8gre des solutions de Data Science pour vos essais cliniques.<\/p>\n<p>Notre \u00e9quipe d\u2019experts vous accompagne dans l\u2019exploitation des donn\u00e9es de sant\u00e9 en vie r\u00e9elle et le d\u00e9veloppement d\u2019essais In-Silico, contribuant ainsi \u00e0 acc\u00e9l\u00e9rer et enrichir la recherche cliniq<\/p>\n<\/div>\n                            <div class=\"contain-links\">\n                                    <a href=\"https:\/\/www.biotrial.com\/fr-ca\/modelisation-pop-pk-et-pk-pd\/\" class=\"link-header\"><span>Mod\u00e9lisation Pop-PK &#038; PK\/PD <\/span><\/a>\n                                    <a href=\"https:\/\/www.biotrial.com\/fr-ca\/essais-cliniques-in-silico\/\" class=\"link-header\"><span>Essais cliniques In-silico <\/span><\/a>\n                                    <a href=\"https:\/\/www.biotrial.com\/fr-ca\/donnees-de-vie-reelle\/\" class=\"link-header\"><span>Donn\u00e9es de vie r\u00e9elle <\/span><\/a>\n                            <\/div>\n            <\/div>\n            <div class=\"contain-img\">\n            <picture>\n                <source type=\"image\/webp\"\n                    srcset=\"https:\/\/www.biotrial.com\/app\/uploads\/2025\/05\/pexels-energepic-com-27411-159888-1440x420.webp, https:\/\/www.biotrial.com\/app\/uploads\/2025\/05\/pexels-energepic-com-27411-159888-1440x420@2x.webp 2x\">\n                <source type=\"image\/jpeg\"\n                    srcset=\"https:\/\/www.biotrial.com\/app\/uploads\/2025\/05\/pexels-energepic-com-27411-159888-1440x420.jpg, https:\/\/www.biotrial.com\/app\/uploads\/2025\/05\/pexels-energepic-com-27411-159888-1440x420@2x.jpg 2x\">\n                <img fetchpriority=\"high\" decoding=\"async\" loading=\"eager\" src=\"https:\/\/www.biotrial.com\/app\/uploads\/2025\/05\/pexels-energepic-com-27411-159888-1440x420.jpg\" alt=\"Biotrial_Datascience_in_silico_trials\"\n                    width=\"1440\" height=\"420\" \/>\n            <\/picture>\n        <\/div>\n    <\/section>\n\n\n<section class=\"core core-group\" ><div class=\"container\">\n<div class=\"wp-block-group has-gris-clair-2-background-color has-background\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<h2 class=\"wp-block-heading has-text-align-center\">Expertise en Data Science pour vos essais cliniques<\/h2>\n\n\n\n<p class=\"has-text-align-center\"><em>En tant que <strong>CRO<\/strong>, Biotrial int\u00e8gre la <strong>Data Science<\/strong> \u00e0 un large \u00e9ventail d\u2019<strong>activit\u00e9s de recherche clinique<\/strong> \u2014 des <strong>essais traditionnels<\/strong> aux <strong>\u00e9tudes de vie r\u00e9elle<\/strong> et \u00e0 la <strong>mod\u00e9lisation In-Silico<\/strong> \u2014 garantissant des analyses rigoureuses et pr\u00eates pour la soumission r\u00e9glementaire.<\/em><\/p>\n\n\n\n<div class=\"wp-block-columns is-style-marge-normale has-gris-clair-2-background-color has-background is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column has-bleu-marine-background-color has-background is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<p class=\"has-gris-clair-2-color has-text-color has-link-color wp-elements-a5fbd22719414e587d4186e923d91c88\">Chez Biotrial, nous allons au-del\u00e0 des approches traditionnelles. Nos comp\u00e9tences en Data Science s\u2019int\u00e8grent parfaitement \u00e0 vos essais cliniques en offrant des solutions innovantes telles que les essais In-Silico et l\u2019analyse de donn\u00e9es de sant\u00e9 en vie r\u00e9elle. Ces services renforcent la pertinence des r\u00e9sultats, r\u00e9duisent les d\u00e9lais et facilitent la prise de d\u00e9cision r\u00e9glementaire. D\u00e9couvrez comment nos solutions avanc\u00e9es peuvent soutenir vos essais cliniques.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\"><div class=\"wp-block-image is-style-rounded\">\n<figure class=\"aligncenter size-large\"><picture><source srcset=\"https:\/\/www.biotrial.com\/app\/uploads\/2025\/07\/1-1024x682.webp\" type=\"image\/webp\" \/><img src=\"https:\/\/www.biotrial.com\/app\/uploads\/2025\/07\/1-1024x682.png\" width=\"1024\"  height=\"682\" class=\"wp-image-11200\" alt=\"1\" ><\/picture><\/figure>\n<\/div><\/div>\n<\/div>\n<\/div><\/div>\n<\/div><\/section>\n\n<section class=\"core core-group\" ><div class=\"container\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-8cf370e7 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-stretch has-gris-clair-2-background-color has-background is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading has-vert-color has-text-color has-link-color wp-elements-ec58820a824fb2e7d0633587b2fa0a4f\">Essais in silico<\/h2>\n\n\n\n<p>Biotrial propose les <strong>essais <em>in silico<\/em><\/strong> \u2014 des <strong>mod\u00e9lisations informatiques<\/strong> simulant les <strong>interactions m\u00e9dicamenteuses<\/strong> et les <strong>r\u00e9ponses des patients<\/strong> \u2014 pour optimiser le d\u00e9veloppement des m\u00e9dicaments<strong>.<\/strong><br>Nos services permettent de pr\u00e9dire les r\u00e9sultats th\u00e9rapeutiques, d\u2019optimiser les essais, et de r\u00e9duire les risques et les co\u00fbts associ\u00e9s aux essais cliniques.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-btn-blue\"><a class=\"wp-block-button__link has-vert-color has-text-color wp-element-button\" href=\"https:\/\/www.biotrial.com\/fr-ca\/essais-cliniques-in-silico\/\">En savoir plus<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-bottom has-gris-clair-2-background-color has-background is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading has-vert-color has-text-color has-link-color wp-elements-2b5a7b4e2a69640867cc95b64b545275\">Donn\u00e9es de sant\u00e9 en vie r\u00e9elle<\/h2>\n\n\n\n<p>Biotrial exploite les <strong>donn\u00e9es de vie r\u00e9elle<\/strong> \u2014 des <strong>informations de sant\u00e9<\/strong> issues de contextes r\u00e9els, au-del\u00e0 des <strong>essais cliniques traditionnels<\/strong> \u2014 pour am\u00e9liorer le d\u00e9veloppement des m\u00e9dicaments. Nos services permettent de mieux comprendre les maladies, d\u2019optimiser les essais, d\u2019\u00e9valuer les traitements dans des conditions r\u00e9elles et de soutenir les d\u00e9cisions r\u00e9glementaires, comblant ainsi le foss\u00e9 entre la recherche clinique et la pratique quotidienne.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-btn-blue\"><a class=\"wp-block-button__link has-vert-color has-text-color wp-element-button\" href=\"https:\/\/www.biotrial.com\/fr-ca\/donnees-de-vie-reelle\/\">en savoir plus<\/a><\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n\n\n<p><\/p>\n<\/div>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div><\/section>\n\n<section class=\"core core-group\" ><div class=\"container\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image is-style-rounded\">\n<figure class=\"aligncenter size-large\"><picture><source srcset=\"https:\/\/www.biotrial.com\/app\/uploads\/2025\/07\/2-1024x682.webp\" type=\"image\/webp\" \/><img src=\"https:\/\/www.biotrial.com\/app\/uploads\/2025\/07\/2-1024x682.png\" width=\"\"  height=\"\" class=\"wp-image-11203\" alt=\"2\" ><\/picture><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\">Normes de donn\u00e9es&nbsp;<\/h2>\n\n\n\n<p>Biotrial garantit une parfaite <strong>conformit\u00e9 aux normes de donn\u00e9es<\/strong> adapt\u00e9es aux objectifs de votre <strong>essai clinique<\/strong>. Nous proposons :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Des solutions conformes aux standards <strong>CDISC<\/strong> (notamment <strong>SDTM<\/strong> et <strong>ADaM<\/strong>) pour soutenir des <strong>essais cliniques<\/strong> int\u00e9grant des <strong>bras de contr\u00f4le externes<\/strong> ou des <strong>simulations in silico<\/strong>.<\/li>\n\n\n\n<li>Le mod\u00e8le commun de donn\u00e9es <strong>OMOP (Observational Medical Outcomes Partnership)<\/strong> pour une utilisation standardis\u00e9e des <strong>donn\u00e9es de sant\u00e9 en vie r\u00e9elle (RWD)<\/strong> dans des analyses \u00e0 grande \u00e9chelle, reproductibles et comparables.<\/li>\n<\/ul>\n\n\n\n<p>Nous garantissons la qualit\u00e9, la tra\u00e7abilit\u00e9 et la pr\u00e9paration r\u00e9glementaire des donn\u00e9es \u00e0 chaque \u00e9tape du d\u00e9veloppement, tout en assurant des r\u00e9sultats pertinents et exploitables pour diverses projets cliniques.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\">Outils de donn\u00e9es<\/h2>\n\n\n\n<p>Biotrial met \u00e0 disposition des <strong>outils de Data Science<\/strong> performants et polyvalents, con\u00e7us pour favoriser la flexibilit\u00e9, l\u2019innovation et la rigueur scientifique. Notre bo\u00eete \u00e0 outils comprend :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>SAS\u00ae<\/strong>, <strong>R<\/strong> et <strong>Python<\/strong> pour des <strong>analyses de donn\u00e9es<\/strong> \u00e9volutives et pr\u00e9cises ;<\/li>\n\n\n\n<li>Des algorithmes d\u2019<strong>Intelligence Artificielle avanc\u00e9e<\/strong>, incluant :\n<ul class=\"wp-block-list\">\n<li>le <strong>Traitement Automatique du Langage Naturel (NLP)<\/strong>,<\/li>\n\n\n\n<li>le <strong>Deep Learning<\/strong>,<\/li>\n\n\n\n<li>et l\u2019<strong>Intelligence Artificielle G\u00e9n\u00e9rative<\/strong>.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>Ces technologies nous permettent d\u2019extraire, de traiter et de valoriser les donn\u00e9es cliniques et issues de la vie r\u00e9elle, garantissant des analyses fiables, efficaces et pertinentes \u00e0 travers une large gamme de projets de recherche.<\/p>\n<\/div>\n<\/div>\n\n\n\n<pre class=\"wp-block-verse\">Chez Biotrial, nos solutions de <strong>Data Science<\/strong> ne se limitent pas \u00e0 des prestations techniques - elles s\u2019inscrivent dans de v\u00e9ritables partenariats strat\u00e9giques visant \u00e0 <strong>acc\u00e9l\u00e9rer vos essais clinique<\/strong>.<br>Qu\u2019il s\u2019agisse de donn\u00e9es d\u2019<strong>essais traditionnels<\/strong> ou de <strong>donn\u00e9es de sant\u00e9 en vie r\u00e9elle<\/strong>, notre \u00e9quipe vous apporte des<strong> <\/strong>analyses sur mesure et conformes aux r\u00e9glementations.<\/pre>\n<\/div><\/div>\n<\/div><\/section>\n\n<div class=\"core core-columns\" ><div class=\"container\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<h2 class=\"wp-block-heading\" style=\"text-transform:capitalize\">Notre equipe<\/h2>\n\n\n\n<p>L\u2019\u00e9quipe <strong>Data Science<\/strong> de Biotrial r\u00e9unit un groupe pluridisciplinaire d\u2019experts d\u00e9di\u00e9s \u00e0 la production de r\u00e9sultats pr\u00e9cis, fiables et exploitables.<\/p>\n\n\n\n<p>Nos sp\u00e9cialistes comprennent des <strong>biostatisticiens<\/strong>, <strong>data scientistes<\/strong> et <strong>pharmacom\u00e9triciens<\/strong> ma\u00eetrisant les <strong>mod\u00e8les statistiques avanc\u00e9s<\/strong>, ainsi que des ing\u00e9nieurs en <strong>machine learning<\/strong> d\u00e9veloppant des <strong>algorithmes pr\u00e9dictifs<\/strong>, et des chercheurs en <strong>intelligence artificielle<\/strong> ax\u00e9s sur des solutions innovantes fond\u00e9es sur les donn\u00e9es.<\/p>\n\n\n\n<p>Cette expertise est compl\u00e9t\u00e9e par nos informaticiens qui con\u00e7oivent des applications logicielles et des outils analytiques personnalis\u00e9s, adapt\u00e9s aux besoins sp\u00e9cifiques de chaque \u00e9tude clinique.<\/p>\n\n\n\n<p>Gr\u00e2ce \u00e0 cette approche collaborative, vos donn\u00e9es ne sont pas seulement analys\u00e9es avec rigueur : elles sont int\u00e9gr\u00e9es dans des processus efficaces, \u00e9volutifs et conformes \u00e0 vos objectifs scientifiques et r\u00e9glementaires.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-link\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.biotrial.com\/careers\/\" target=\"_blank\" rel=\"noreferrer noopener\">Nous rejoindre<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\"><div class=\"wp-block-image is-style-rounded\">\n<figure class=\"aligncenter size-full is-resized\"><picture><source srcset=\"https:\/\/www.biotrial.com\/app\/uploads\/2023\/06\/2211023-biotrial-pdv-reportage-01-170-scaled.webp\" type=\"image\/webp\" \/><img src=\"https:\/\/www.biotrial.com\/app\/uploads\/2023\/06\/2211023-biotrial-pdv-reportage-01-170-scaled.jpg\" width=\"2560\"  height=\"1707\" class=\"wp-image-5418\" alt=\"biotrial-biometrics\" ><\/picture><\/figure>\n<\/div><\/div>\n<\/div>\n<\/div><\/div>\n\n<section class=\"core core-group\" ><div class=\"container\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large is-style-rounded\"><picture><source srcset=\"https:\/\/www.biotrial.com\/app\/uploads\/2025\/07\/design-sans-titre1-1024x682.webp\" type=\"image\/webp\" \/><img src=\"https:\/\/www.biotrial.com\/app\/uploads\/2025\/07\/design-sans-titre1-1024x682.png\" width=\"1024\"  height=\"682\" class=\"wp-image-11296\" alt=\"Design Sans Titre(1)\" loading=\"lazy\"><\/picture><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\">Pourquoi choisir Biotrial pour vos services en Data Science ?<\/h2>\n\n\n\n<p>Forte de sa double expertise en <strong>recherche clinique<\/strong> et en <strong>analyse de donn\u00e9es<\/strong>, Biotrial garantit une parfaite conformit\u00e9 aux normes de donn\u00e9es. Biotrial b\u00e9n\u00e9ficie d\u2019une solide exp\u00e9rience dans le domaine clinique et \u00e0 une ma\u00eetrise approfondie des outils analytiques, permettant ainsi de proposer des solutions sur mesure, align\u00e9es sur vos objectifs de recherche.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-link\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.biotrial.com\/fr-ca\/contact\/\" target=\"_blank\" rel=\"noreferrer noopener\">En savoir plus<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\n<\/div><\/section>\n\n<section class=\"core-inline core-paragraph\" ><div class=\"container\">\n<p><\/p>\n<\/div><\/section>","protected":false},"excerpt":{"rendered":"<p>Expertise en Data Science pour vos essais cliniques En tant que CRO, Biotrial int\u00e8gre la Data Science \u00e0 un large \u00e9ventail d\u2019activit\u00e9s de recherche clinique \u2014 des essais traditionnels aux \u00e9tudes de vie r\u00e9elle et \u00e0 la mod\u00e9lisation In-Silico \u2014 garantissant des analyses rigoureuses et pr\u00eates pour la soumission r\u00e9glementaire. Chez Biotrial, nous allons au-del\u00e0 [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-11581","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Full-service CRO | Services de Data Science | Biotrial<\/title>\n<meta name=\"description\" content=\"Biotrial soutient la collecte, gestion, l\u2019analyse et le reporting des donn\u00e9es, de la pr\u00e9clinique \u00e0 la phase IV.\" \/>\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.biotrial.com\/fr-ca\/data-science\/\" \/>\n<meta property=\"og:locale\" content=\"fr_CA\" \/>\n<meta property=\"og:type\" 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