{"id":6774,"date":"2021-02-05T22:51:20","date_gmt":"2021-02-05T21:51:20","guid":{"rendered":"https:\/\/www.quantacell.com\/?p=6774"},"modified":"2025-04-02T16:19:09","modified_gmt":"2025-04-02T15:19:09","slug":"quantacell-a-remporte-le-sfr-data-challenge-sur-le-cancer-du-poumon-a-la-journee-francaise-de-radiologie","status":"publish","type":"post","link":"https:\/\/www.quantacell.com\/fr\/2021\/02\/quantacell-a-remporte-le-sfr-data-challenge-sur-le-cancer-du-poumon-a-la-journee-francaise-de-radiologie\/","title":{"rendered":"QuantaCell a remport\u00e9 le SFR Data Challenge sur le cancer du poumon \u00e0 la Journ\u00e9e fran\u00e7aise de radiologie"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"6774\" class=\"elementor elementor-6774\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b8c4b58 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b8c4b58\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;shape_divider_bottom&quot;:&quot;mountains&quot;}\">\n\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" opacity=\"0.33\" d=\"M473,67.3c-203.9,88.3-263.1-34-320.3,0C66,119.1,0,59.7,0,59.7V0h1000v59.7 c0,0-62.1,26.1-94.9,29.3c-32.8,3.3-62.8-12.3-75.8-22.1C806,49.6,745.3,8.7,694.9,4.7S492.4,59,473,67.3z\"\/>\n\t<path class=\"elementor-shape-fill\" opacity=\"0.66\" d=\"M734,67.3c-45.5,0-77.2-23.2-129.1-39.1c-28.6-8.7-150.3-10.1-254,39.1 s-91.7-34.4-149.2,0C115.7,118.3,0,39.8,0,39.8V0h1000v36.5c0,0-28.2-18.5-92.1-18.5C810.2,18.1,775.7,67.3,734,67.3z\"\/>\n\t<path class=\"elementor-shape-fill\" d=\"M766.1,28.9c-200-57.5-266,65.5-395.1,19.5C242,1.8,242,5.4,184.8,20.6C128,35.8,132.3,44.9,89.9,52.5C28.6,63.7,0,0,0,0 h1000c0,0-9.9,40.9-83.6,48.1S829.6,47,766.1,28.9z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-28d7420\" data-id=\"28d7420\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2ccd53b1 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2ccd53b1\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-62d488c9\" data-id=\"62d488c9\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6dc5e770 elementor-widget elementor-widget-spacer\" data-id=\"6dc5e770\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-590ec5f elementor-align-left elementor-widget elementor-widget-button\" data-id=\"590ec5f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.quantacell.com\/fr\/news\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-arrow-alt-circle-up\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Voir les autres news<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ef8901b elementor-widget elementor-widget-text-editor\" data-id=\"3ef8901b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2 style=\"text-align: left;\"><span style=\"color: #ec0033;\"><strong>QuantaCell a remport\u00e9 le SFR Data Challenge sur le cancer du poumon \u00e0 la Journ\u00e9e fran\u00e7aise de radiologie<\/strong><\/span><\/h2>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-6285d874 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6285d874\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-7ff9d616\" data-id=\"7ff9d616\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1b673cb elementor-widget elementor-widget-image\" data-id=\"1b673cb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"768\" height=\"396\" src=\"https:\/\/www.quantacell.com\/wp-content\/uploads\/2021\/02\/QuantaCell_CTScan_Poumon-768x396.jpg\" class=\"attachment-medium_large size-medium_large wp-image-6754\" alt=\"nodule detection cancer quantacell JRF SFR\" srcset=\"https:\/\/www.quantacell.com\/wp-content\/uploads\/2021\/02\/QuantaCell_CTScan_Poumon-768x396.jpg 768w, https:\/\/www.quantacell.com\/wp-content\/uploads\/2021\/02\/QuantaCell_CTScan_Poumon-300x155.jpg 300w, https:\/\/www.quantacell.com\/wp-content\/uploads\/2021\/02\/QuantaCell_CTScan_Poumon.jpg 983w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-71278d1b elementor-widget elementor-widget-spacer\" data-id=\"71278d1b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a7739be elementor-widget elementor-widget-text-editor\" data-id=\"6a7739be\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p id=\"tw-target-text\" dir=\"ltr\" data-placeholder=\"Traduction\"><span lang=\"fr\">QuantaCell est fier de participer au d\u00e9fi de d\u00e9tection des nodules du cancer du poumon avec le Dr Julien Brehant du CHU Jean Perrin (Clermont-Ferrand) et IBM Montpellier (Syst\u00e8mes Cognitifs). <\/span><\/p><p dir=\"ltr\" data-placeholder=\"Traduction\"><span lang=\"fr\">L&rsquo;objectif du d\u00e9fi \u00e9tait de \u00ab\u00a0distinguer les examens par scanner 3D avec des nodules de cancer du poumon sup\u00e9rieurs \u00e0 100 mm3\u00a0\u00bb.<\/span><\/p><p dir=\"ltr\" data-placeholder=\"Traduction\"><span lang=\"fr\">Le risque de malignit\u00e9 d&rsquo;un nodule pulmonaire augmente avec l&rsquo;augmentation de son diam\u00e8tre. Des \u00e9tudes de d\u00e9pistage utilisant des mesures de volume semi-automatis\u00e9es ont montr\u00e9 une pr\u00e9cision et une reproductibilit\u00e9 plus \u00e9lev\u00e9es que les mesures de diam\u00e8tre, et il a \u00e9t\u00e9 d\u00e9montr\u00e9 que les petits nodules (ceux avec un volume &lt;100 mm3 ou un diam\u00e8tre &lt;5 mm) ne sont pas pr\u00e9dictifs du cancer du poumon. Pour cette question, les \u00e9quipes avaient diff\u00e9rentes t\u00e2ches: reconna\u00eetre les nodules pulmonaires sur les scanners thoraciques 3D CT, les segmenter, estimer leur volume et les classer en nodules probables b\u00e9nins (volume &lt;100 mm3) ou probablement malins (volume \u2265 100 mm3).<\/span><\/p><p><a href=\"https:\/\/hal.archives-ouvertes.fr\/hal-02921345\/document\">https:\/\/hal.archives-ouvertes.fr\/hal-02921345\/document<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-1716c070 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1716c070\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-ef55ce5\" data-id=\"ef55ce5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-27dcef5 elementor-widget elementor-widget-image\" data-id=\"27dcef5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"768\" height=\"500\" src=\"https:\/\/www.quantacell.com\/wp-content\/uploads\/2021\/02\/3D-resnet-retina-quantacell-ibm-768x500.png\" class=\"attachment-medium_large size-medium_large wp-image-6757\" alt=\"3D retina unet quantacell ibm\" srcset=\"https:\/\/www.quantacell.com\/wp-content\/uploads\/2021\/02\/3D-resnet-retina-quantacell-ibm-768x500.png 768w, https:\/\/www.quantacell.com\/wp-content\/uploads\/2021\/02\/3D-resnet-retina-quantacell-ibm-300x195.png 300w, https:\/\/www.quantacell.com\/wp-content\/uploads\/2021\/02\/3D-resnet-retina-quantacell-ibm.png 993w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">3D Retina U-NET<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-1a48e888 elementor-widget elementor-widget-text-editor\" data-id=\"1a48e888\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p id=\"tw-target-text\" dir=\"ltr\" data-placeholder=\"Traduction\"><span lang=\"fr\">Ce<\/span><span lang=\"fr\"> d\u00e9fi \u00e9tait un probl\u00e8me de d\u00e9tection difficile en raison du r\u00e9seau des syst\u00e8mes respiratoire et circulatoire, conduisant \u00e0 une confusion potentielle due aux images \u00e0 contraste \u00e9lev\u00e9. <\/span><\/p><p dir=\"ltr\" data-placeholder=\"Traduction\"><span lang=\"fr\">Notre approche a consist\u00e9 \u00e0 impl\u00e9menter une fonction de pr\u00e9traitement qui g\u00e8re les images originales et les annotations, isolant les poumons du reste du corps \u00e0 l&rsquo;aide d&rsquo;unit\u00e9s Hounsfield (HU) en utilisant un algorithme de segmentation 3D U-NET et postprocessing. Cette d\u00e9tection nous a permis de rejeter automatiquement artefacts d\u00e9tect\u00e9s \u00e0 l&rsquo;ext\u00e9rieur des poumons.<\/span><\/p><p dir=\"ltr\" data-placeholder=\"Traduction\"><span lang=\"fr\"> Cette \u00e9tape a \u00e9t\u00e9 suivie d&rsquo;un mod\u00e8le de d\u00e9tection de nodules, bas\u00e9 sur l&rsquo;architecture \u00abRetina U-Net 3D\u00bb <a href=\"https:\/\/www.nature.com\/articles\/s41591-019-0447-x\">https:\/\/www.nature.com\/articles\/s41591-019-0447-x<\/a>, qui a accept\u00e9 l&rsquo;entr\u00e9e d&rsquo;image pr\u00e9trait\u00e9e et pr\u00e9dire la nodules d\u00e9tect\u00e9s en g\u00e9n\u00e9rant les coordonn\u00e9es d&rsquo;une bo\u00eete parall\u00e9l\u00e9pip\u00e9dique rectangulaire, mais aussi des attributs d&rsquo;intensit\u00e9 et des r\u00e9sultats de segmentation. Enfin, nous avons utilis\u00e9 un mod\u00e8le de classification (SVM support vector machine after feature extraction), pour classer le patient comme pathologique ayant au moins un nodule sup\u00e9rieur \u00e0 100 mm3 ou normal.<\/span><\/p><p dir=\"ltr\" data-placeholder=\"Traduction\"><span lang=\"fr\"> Gr\u00e2ce \u00e0 l&rsquo;\u00e9quipe IBM nous avons utilis\u00e9 3 serveurs IBM Power AC922 avec des cartes graphiques Nvidia V100 32 Go (GPU &#8211; Graphics Processing Unit avec respectivement 4, 4 et 6, pour un total de 14 GPU) <a href=\"https:\/\/www.ibm.com\/us-en\/marketplace\/power-systems-ac922\">https:\/\/www.ibm.com\/us-en\/marketplace\/power-systems-ac922<\/a>. Cette puissance de traitement, associ\u00e9e \u00e0 la capacit\u00e9 de g\u00e9rer de grands mod\u00e8les, a permis de traiter avec succ\u00e8s les images de test dans le temps requis avec le meilleur r\u00e9sultat des dix \u00e9quipes du d\u00e9fi.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-a0232f0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a0232f0\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-7d4450c\" data-id=\"7d4450c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1ac61b8 elementor-widget elementor-widget-image\" data-id=\"1ac61b8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.quantacell.com\/wp-content\/uploads\/elementor\/thumbs\/data-challenge-Deep-learning-cancer-detection-Quantacll-ibm-p2g5br9qfnit66675g5b3l1vhghuxvs45cswz4opm8.jpg\" title=\"data challenge Deep learning cancer detection Quantacll ibm\" alt=\"data challenge Deep learning cancer detection Quantacll ibm\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">The trophy. Thanks deep learning !<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-9bd495b elementor-widget elementor-widget-text-editor\" data-id=\"9bd495b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div>\n<p id=\"tw-target-text\" dir=\"ltr\" data-placeholder=\"Traduction\"><span lang=\"fr\">Cette<\/span><span lang=\"fr\"> puissance de traitement associ\u00e9e \u00e0 la capacit\u00e9 de g\u00e9rer de grands mod\u00e8les a permis de traiter avec succ\u00e8s les images de test dans le temps requis avec le meilleur r\u00e9sultat des dix \u00e9quipes du d\u00e9fi. &nbsp;<\/span><\/p>\n<p>La m\u00e9thode a \u00e9t\u00e9 publi\u00e9e dans la revue&nbsp;\u00ab\u00a0Diagnostic and Interventional Imaging\u00a0\u00bb en novembre 2020 (DOI:10.1016\/j.diii.2020.10.004)<\/p>\n<\/div>\n<div>\n<p><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2211568420302497\">https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2211568420302497<\/a><\/p>\n<p><a href=\"https:\/\/www.researchgate.net\/publication\/345922043_Artificial_intelligence_solution_to_classify_pulmonary_nodules_on_CT\">https:\/\/www.researchgate.net\/publication\/345922043_Artificial_intelligence_solution_to_classify_pulmonary_nodules_on_CT<\/a><\/p>\n<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-29df3de elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"29df3de\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-be768a8\" data-id=\"be768a8\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-80794a2 elementor-widget elementor-widget-image\" data-id=\"80794a2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"767\" height=\"547\" src=\"https:\/\/www.quantacell.com\/wp-content\/uploads\/2021\/02\/JFR-QUANTACELL-VICTOR-RACINE-JULINE-BREHANT-CHALLANGE.png\" class=\"attachment-medium_large size-medium_large wp-image-6761\" alt=\"Winning team Julien Brehant Thibault Besson Victor Racine\" srcset=\"https:\/\/www.quantacell.com\/wp-content\/uploads\/2021\/02\/JFR-QUANTACELL-VICTOR-RACINE-JULINE-BREHANT-CHALLANGE.png 767w, https:\/\/www.quantacell.com\/wp-content\/uploads\/2021\/02\/JFR-QUANTACELL-VICTOR-RACINE-JULINE-BREHANT-CHALLANGE-300x214.png 300w\" sizes=\"(max-width: 767px) 100vw, 767px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">The winning team !<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-925b3c elementor-widget elementor-widget-spacer\" data-id=\"925b3c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2dc4327 elementor-align-left elementor-widget elementor-widget-button\" data-id=\"2dc4327\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.quantacell.com\/fr\/news\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-arrow-alt-circle-up\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Voir les autres news<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-77a57cb elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"77a57cb\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-819def1\" data-id=\"819def1\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a83b8ed elementor-widget-divider--separator-type-pattern elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"a83b8ed\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\" style=\"--divider-pattern-url: url(&quot;data:image\/svg+xml,%3Csvg xmlns=&#039;http:\/\/www.w3.org\/2000\/svg&#039; preserveAspectRatio=&#039;none&#039; overflow=&#039;visible&#039; height=&#039;100%&#039; viewBox=&#039;0 0 20 16&#039; fill=&#039;none&#039; stroke=&#039;black&#039; stroke-width=&#039;1&#039; stroke-linecap=&#039;square&#039; stroke-miterlimit=&#039;10&#039;%3E%3Cg transform=&#039;translate(-12.000000, 0)&#039;%3E%3Cpath d=&#039;M28,0L10,18&#039;\/%3E%3Cpath d=&#039;M18,0L0,18&#039;\/%3E%3Cpath d=&#039;M48,0L30,18&#039;\/%3E%3Cpath d=&#039;M38,0L20,18&#039;\/%3E%3C\/g%3E%3C\/svg%3E&quot;);\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a01eed7 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a01eed7\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;shape_divider_top&quot;:&quot;opacity-fan&quot;,&quot;shape_divider_bottom&quot;:&quot;opacity-fan&quot;}\">\n\t\t\t\t\t<div class=\"elementor-shape elementor-shape-top\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 283.5 19.6\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" style=\"opacity:0.33\" d=\"M0 0L0 18.8 141.8 4.1 283.5 18.8 283.5 0z\"\/>\n\t<path class=\"elementor-shape-fill\" style=\"opacity:0.33\" d=\"M0 0L0 12.6 141.8 4 283.5 12.6 283.5 0z\"\/>\n\t<path class=\"elementor-shape-fill\" style=\"opacity:0.33\" d=\"M0 0L0 6.4 141.8 4 283.5 6.4 283.5 0z\"\/>\n\t<path class=\"elementor-shape-fill\" d=\"M0 0L0 1.2 141.8 4 283.5 1.2 283.5 0z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 283.5 19.6\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" style=\"opacity:0.33\" d=\"M0 0L0 18.8 141.8 4.1 283.5 18.8 283.5 0z\"\/>\n\t<path class=\"elementor-shape-fill\" style=\"opacity:0.33\" d=\"M0 0L0 12.6 141.8 4 283.5 12.6 283.5 0z\"\/>\n\t<path class=\"elementor-shape-fill\" style=\"opacity:0.33\" d=\"M0 0L0 6.4 141.8 4 283.5 6.4 283.5 0z\"\/>\n\t<path class=\"elementor-shape-fill\" d=\"M0 0L0 1.2 141.8 4 283.5 1.2 283.5 0z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-09a6800\" data-id=\"09a6800\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b66885f elementor-widget elementor-widget-spacer\" data-id=\"b66885f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c3c401e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c3c401e\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4d9f916\" data-id=\"4d9f916\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-90dfc6a elementor-widget elementor-widget-text-editor\" data-id=\"90dfc6a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2 style=\"text-align: center;\"><span style=\"font-weight: bolder;\">Int\u00e9ress\u00e9 par des logiciels ou services ?<\/span><\/h2>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-69d9626 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"69d9626\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-62fe7f6\" data-id=\"62fe7f6\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-03e500a animated-fast elementor-shape-rounded elementor-widget elementor-widget-profile-card-elementor-widget\" data-id=\"03e500a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"profile-card-elementor-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<!-- Start Profile Card 1 -->\r\n<div class=\"profile-card-style-1\" style=\"background-image:url();\">\r\n    <div class=\" column column-block\">\r\n        <div class=\"team-member\">\r\n            <div class=\"team-member-profile\">\r\n                <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.quantacell.com\/wp-content\/uploads\/2024\/07\/HistoMetrix-2.png\" class=\"img img-responsive\" sizes=\"(max-width: 700px) 100vw, 700px\" width=\"700\" height=\"700\">\r\n            <\/div>\r\n            <div class=\"team-member-info elementor-content-background-color-wrapper\">\r\n                <!-- Description -->\r\n                <p class=\"profile-description elementor-profile-description-wrapper\"><a style=\"text-decoration:none;\" href=\"https:\/\/www.quantacell.com\/fr\/histometrix\/\" target=\"_blank\">\n<span style=\"color: #000000; font-size:1.5rem; font-weight:bold\">\nHistoMetri<\/span><span style=\"color: #ec0033; font-size:1.5rem; font-weight:bold\">X\n<\/span>\n<\/a>\n<p style=\"color: #ec0033; font-weight:bold\"> Logiciel pour \u00e9chantillons histologiques\n <p style=\"color:grey\">D\u00e9tecte et quantifie automatiquement et facilement vos lames histologiques, sans n\u00e9cessiter d\u2019expertise en bio-informatique. <\/p><\/p>\r\n                <h4 class=\"profile-name elementor-profile-name-wrapper\"><\/h4>\r\n                <p class=\"profile-position elementor-profile-position-wrapper\"><\/p>\r\n            <\/div>\r\n            <div class=\"elementor-social-icons-wrapper team-member__socialmedia\">\r\n                            <\/div>\r\n        <\/div>\r\n    <\/div>\r\n<\/div>\r\n<!-- End Profile Card -->\r\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-e734c15\" data-id=\"e734c15\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bbb89eb animated-fast elementor-shape-rounded elementor-widget elementor-widget-profile-card-elementor-widget\" data-id=\"bbb89eb\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"profile-card-elementor-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<!-- Start Profile Card 1 -->\r\n<div class=\"profile-card-style-1\" style=\"background-image:url();\">\r\n    <div class=\" column column-block\">\r\n        <div class=\"team-member\">\r\n            <div class=\"team-member-profile\">\r\n                <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.quantacell.com\/wp-content\/uploads\/2024\/07\/Interface-1-1.png\" class=\"img img-responsive\" sizes=\"(max-width: 700px) 100vw, 700px\" width=\"700\" height=\"700\">\r\n            <\/div>\r\n            <div class=\"team-member-info elementor-content-background-color-wrapper\">\r\n                <!-- Description -->\r\n                <p class=\"profile-description elementor-profile-description-wrapper\"><a style=\"text-decoration:none;\" href=\"https:\/\/www.quantacell.com\/fr\/assayscope\/\" target=\"_blank\">\n<span style=\"color: #000000; font-size:1.5rem; font-weight:bold\">\nAssay<\/span><span style=\"color: #ec0033; font-size:1.5rem; font-weight:bold\">Scope\n<\/span>\n<\/a>\n<p style=\"color: #ec0033; font-weight:bold\"> Logiciel pour organo\u00efdes, sph\u00e9ro\u00efdes, cultures cellulaires et tissus 3D\n<\/p>\n<p style=\"color:grey;\">\nPermet la segmentation 3D et l'analyse de criblage \u00e0 haut contenu pour naviguer dans vos essais et \u00e9tudier l'effet des m\u00e9dicaments\n<\/p><\/p>\r\n                <h4 class=\"profile-name elementor-profile-name-wrapper\"><\/h4>\r\n                <p class=\"profile-position elementor-profile-position-wrapper\"><\/p>\r\n            <\/div>\r\n            <div class=\"elementor-social-icons-wrapper team-member__socialmedia\">\r\n                            <\/div>\r\n        <\/div>\r\n    <\/div>\r\n<\/div>\r\n<!-- End Profile Card -->\r\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-2e7643b\" data-id=\"2e7643b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d1fb4be animated-fast elementor-shape-rounded elementor-widget elementor-widget-profile-card-elementor-widget\" data-id=\"d1fb4be\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"profile-card-elementor-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<!-- Start Profile Card 1 -->\r\n<div class=\"profile-card-style-1\" style=\"background-image:url();\">\r\n    <div class=\" column column-block\">\r\n        <div class=\"team-member\">\r\n            <div class=\"team-member-profile\">\r\n                <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.quantacell.com\/wp-content\/uploads\/2024\/07\/graph_quantanalytics2-1.jpg\" class=\"img img-responsive\" sizes=\"(max-width: 700px) 100vw, 700px\" width=\"700\" height=\"700\">\r\n            <\/div>\r\n            <div class=\"team-member-info elementor-content-background-color-wrapper\">\r\n                <!-- Description -->\r\n                <p class=\"profile-description elementor-profile-description-wrapper\"><div style=\"color:black;\">\n<a style=\"text-decoration:none;\" href=\"https:\/\/www.quantacell.com\/fr\/accueil-qa\/#quantanalytics\" target=\"_blank\">\n<span style=\"color: #000000; font-size:1.5rem; font-weight:bold\">\nQUANT<span style=\"color: #ec0033;\">ANALYTICS\n<\/span><\/span>\n<\/a>\n<br\/>\n<p style=\"color: #ec0033; font-weight:bold\">\nService d'analyse et de caract\u00e9risation\n<\/p>\n\n<ul style=\"text-align: start; color:grey; font-size:0.9em\">\n<li> Analyse d'image d'\u00e9tudes cliniques<\/li>\n<li> Caract\u00e9risation des effets de m\u00e9dicaments<\/li>\n<li> D\u00e9tection automatique d'\u00e9v\u00e9nements rares<\/li>\n<\/ul>\n\n<\/div><\/p>\r\n                <h4 class=\"profile-name elementor-profile-name-wrapper\"><\/h4>\r\n                <p class=\"profile-position elementor-profile-position-wrapper\"><\/p>\r\n            <\/div>\r\n            <div class=\"elementor-social-icons-wrapper team-member__socialmedia\">\r\n                            <\/div>\r\n        <\/div>\r\n    <\/div>\r\n<\/div>\r\n<!-- End Profile Card -->\r\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-3e51562\" data-id=\"3e51562\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-77edcda elementor-shape-rounded elementor-widget elementor-widget-profile-card-elementor-widget\" data-id=\"77edcda\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"profile-card-elementor-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<!-- Start Profile Card 1 -->\r\n<div class=\"profile-card-style-1\" style=\"background-image:url();\">\r\n    <div class=\" column column-block\">\r\n        <div class=\"team-member\">\r\n            <div class=\"team-member-profile\">\r\n                <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.quantacell.com\/wp-content\/uploads\/2024\/07\/quantadev-1.png\" class=\"img img-responsive\" sizes=\"(max-width: 700px) 100vw, 700px\" width=\"700\" height=\"700\">\r\n            <\/div>\r\n            <div class=\"team-member-info elementor-content-background-color-wrapper\">\r\n                <!-- Description -->\r\n                <p class=\"profile-description elementor-profile-description-wrapper\"><div style=\"color:black;\">\n<a style=\"text-decoration:none;\" href=\"https:\/\/www.quantacell.com\/fr\/accueil-qd\/#quantadev\" target=\"_blank\">\n\n<span style=\"color: #000000; font-size:1.5rem; font-weight:bold\">\nQUANTA<span style=\"color: #ec0033;\">DEV\n\n<\/span><\/span><\/a>\n<br\/>\n<p style=\"color: #ec0033; font-weight:bold\">D\u00e9veloppement de logiciel pour l'imagerie biom\u00e9dicale\n<\/p>\n\n<ul style=\"text-align: start; color:grey; font-size:0.9em\">\n<li> Solutions customis\u00e9es avec une ergonomie UIX<\/li>\n<li> IA pour automatisation<\/li>\n<li> Industrialisation des analyses en laboratoires<\/li>\n<\/ul>\n\n<\/div>\n<\/p>\r\n                <h4 class=\"profile-name elementor-profile-name-wrapper\"><\/h4>\r\n                <p class=\"profile-position elementor-profile-position-wrapper\"><\/p>\r\n            <\/div>\r\n            <div class=\"elementor-social-icons-wrapper team-member__socialmedia\">\r\n                            <\/div>\r\n        <\/div>\r\n    <\/div>\r\n<\/div>\r\n<!-- End Profile Card -->\r\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8143471 elementor-section-full_width elementor-section-content-middle elementor-section-height-default elementor-section-height-default\" data-id=\"8143471\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c603497\" data-id=\"c603497\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-358c71d elementor-widget elementor-widget-spacer\" data-id=\"358c71d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section 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data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong><span style=\"color: #b1b1b1;\">Addresse enregistr\u00e9e<\/span><\/strong><\/p><p><span style=\"color: #b1b1b1;\">73 All\u00e9e Kl\u00e9ber,\u00a0<\/span><\/p><p><span style=\"color: #b1b1b1;\">34000 Montpellier, France\u00a0\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-5dae35e\" data-id=\"5dae35e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-875560f elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"875560f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><p style=\"text-align: center;\"><strong><span style=\"color: #ffffff;\"><span style=\"color: #ffffff;\">Laboratoire (\u00e0 l&rsquo;IHU de Montpellier)<\/span><\/span><\/strong><\/p><p style=\"text-align: center;\"><span style=\"color: #ffffff;\">300 av. du Pr Emile Jeanbrau<\/span><br \/><span style=\"color: #ffffff;\">34090 Montpellier, France<\/span><\/p><p style=\"text-align: center;\"><strong><span style=\"color: #ffffff;\">Contact<\/span><\/strong><\/p><p style=\"text-align: center;\"><span style=\"color: #ffffff;\">+33 (0) 9 83 33 81 90<\/span><\/p><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-9acfd29\" data-id=\"9acfd29\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div 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class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-844a9c9\" data-id=\"844a9c9\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b2c3bcc elementor-widget elementor-widget-text-editor\" data-id=\"b2c3bcc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div style=\"color: white; text-align: left;\">QuantaCell tous droits r\u00e9serv\u00e9s \u2013 2025<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-7bac7eb\" data-id=\"7bac7eb\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5c65888 elementor-widget elementor-widget-text-editor\" data-id=\"5c65888\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: right;\"><strong><span style=\"color: #ffffff;\">\n<a style=\"color: #ffffff;\" href=\"https:\/\/www.quantacell.com\/wp-content\/uploads\/2019\/11\/politique-de-confidentialit\u00e9-1119.pdf\" target=\"_blank\" rel=\"noopener\"> Politique de confidentialit\u00e9<\/a><\/span><\/strong>\u00a0\u00a0\u00a0\u00a0 <strong><span style=\"color: #ffffff;\"><a style=\"color: #ffffff;\" href=\"https:\/\/www.quantacell.com\/legal-notice\" target=\"_blank\" rel=\"noopener\">Mentions l\u00e9gales<\/a><\/span><\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>QuantaCell a remport\u00e9 le SFR Data Challenge sur le cancer du poumon \u00e0 la Journ\u00e9e fran\u00e7aise de radiologie<\/p>\n","protected":false},"author":3,"featured_media":6754,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[100,1],"tags":[],"class_list":["post-6774","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-fr","category-non-classe"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Artificial intelligency : QuantaCell won AI Health challenge<\/title>\n<meta name=\"description\" content=\"QuantaCell participated in the \u201cAI (Artificial Intelligency) Health challenge and finished in first position thanks to its algorithm.\" \/>\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.quantacell.com\/fr\/2021\/02\/quantacell-a-remporte-le-sfr-data-challenge-sur-le-cancer-du-poumon-a-la-journee-francaise-de-radiologie\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Artificial intelligency : QuantaCell won AI Health challenge\" \/>\n<meta property=\"og:description\" content=\"QuantaCell participated in the \u201cAI (Artificial Intelligency) Health challenge and finished in first position thanks to its algorithm.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.quantacell.com\/fr\/2021\/02\/quantacell-a-remporte-le-sfr-data-challenge-sur-le-cancer-du-poumon-a-la-journee-francaise-de-radiologie\/\" \/>\n<meta property=\"og:site_name\" content=\"QuantaCell [AI solutions for biomedical 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