{"id":9212,"date":"2026-04-25T15:25:00","date_gmt":"2026-04-25T07:25:00","guid":{"rendered":"https:\/\/ozellemed.com\/?p=9212"},"modified":"2026-04-27T09:14:30","modified_gmt":"2026-04-27T01:14:30","slug":"auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers","status":"publish","type":"post","link":"https:\/\/ozellemed.com\/fr\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/","title":{"rendered":"L'h\u00e9matologie automatis\u00e9e en 2026 : comment les syst\u00e8mes d'h\u00e9mogramme complets bas\u00e9s sur l'IA remplacent les analyseurs vieillissants"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Dans de nombreux h\u00f4pitaux de district, <strong>h\u00e9matologie automatique<\/strong> est pass\u00e9e d'un simple concept d'automatisation \u00e0 une solution CBC compl\u00e8te bas\u00e9e sur l'IA, capable de remplacer les analyseurs vieillissants et de supprimer les t\u00e2ches manuelles. Au lieu de se contenter de compter les cellules, ces nouveaux syst\u00e8mes analysent la morphologie, rationalisent les flux de travail et s'int\u00e8grent aux plateformes num\u00e9riques, permettant ainsi aux laboratoires d'en faire davantage avec un effectif identique, voire r\u00e9duit.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-what-does-auto-hematology-mean-today\">Que signifie aujourd'hui le terme \u201c auto-h\u00e9matologie \u201d ?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Dans le langage courant des laboratoires, <strong>h\u00e9matologie automatique<\/strong> Ce terme d\u00e9signe g\u00e9n\u00e9ralement les analyseurs automatiques d'h\u00e9matologie qui mesurent automatiquement, \u00e0 partir d'un petit \u00e9chantillon de sang, des param\u00e8tres sanguins essentiels tels que la num\u00e9ration et la formule leucocytaire, les indices \u00e9rythrocytaires, l'h\u00e9moglobine et la num\u00e9ration plaquettaire. Il souligne le fait que ces analyseurs automatisent la mesure, la classification et la g\u00e9n\u00e9ration de rapports, rempla\u00e7ant ainsi le comptage manuel \u00e0 l'h\u00e9mocytom\u00e8tre et une grande partie des examens microscopiques de routine.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Cependant, en 2026, l\u2019h\u00e9matologie automatis\u00e9e ne se limite plus aux simples compteurs \u00e0 imp\u00e9dance. Les syst\u00e8mes les plus avanc\u00e9s combinent plusieurs niveaux de technologie : imagerie haute r\u00e9solution, reconnaissance morphologique bas\u00e9e sur l\u2019IA, automatisation m\u00e9canique pr\u00e9cise et logiciel de gestion des flux de travail int\u00e9gr\u00e9. Cela rapproche ce concept davantage d\u2019une \u201c plateforme CBC + morphologie \u201d compl\u00e8te que des analyseurs automatiques basiques d\u2019il y a une dizaine d\u2019ann\u00e9es.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Les analyseurs automatiques d'h\u00e9matologie d'Ozelle illustrent clairement cette \u00e9volution. Des appareils tels que les mod\u00e8les EHBT-75 et EHBT-50 MiniLab utilisent la morphologie sanguine compl\u00e8te (CBM) bas\u00e9e sur l'intelligence artificielle pour fournir \u00e0 la fois des r\u00e9sultats num\u00e9riques et des observations visuelles en un seul cycle, \u00e9largissant ainsi consid\u00e9rablement les possibilit\u00e9s offertes par l'h\u00e9matologie automatis\u00e9e.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-the-evolution-from-basic-automation-to-ai-cbm\">L'\u00e9volution de l'automatisation de base vers la gestion conditionnelle des actifs (CBM) bas\u00e9e sur l'IA<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-first-generation-impedance-focused-auto-analyzers\">Premi\u00e8re g\u00e9n\u00e9ration : analyseurs automatiques ax\u00e9s sur l'imp\u00e9dance<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Les premi\u00e8res g\u00e9n\u00e9rations d'analyseurs h\u00e9matologiques automatiques utilisaient principalement l'imp\u00e9dance \u00e9lectrique et des m\u00e9thodes optiques de base pour d\u00e9terminer la taille et le volume des cellules. Elles ont permis d'acc\u00e9l\u00e9rer les analyses et de r\u00e9duire la charge de travail manuelle, mais ne pouvaient pas d\u00e9crire enti\u00e8rement la morphologie ni d\u00e9tecter les formes anormales subtiles. Lorsqu'un \u00e9l\u00e9ment semblait suspect dans les r\u00e9sultats num\u00e9riques ou les nuages de points, les techniciens devaient encore r\u00e9aliser des frottis et examiner les cellules au microscope.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pour de nombreux h\u00f4pitaux de district, c'est pr\u00e9cis\u00e9ment ce mod\u00e8le qui est actuellement en vigueur : un analyseur d'imp\u00e9dance fiable mais vieillissant qui fournit les r\u00e9sultats de la num\u00e9ration globulaire compl\u00e8te (CBC) et signale les anomalies, tout en s'appuyant largement sur des frottis manuels pour une grande partie des \u00e9chantillons.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-current-generation-ai-enabled-auto-hematology\">G\u00e9n\u00e9ration actuelle : h\u00e9matologie automatique bas\u00e9e sur l'IA<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Les syst\u00e8mes modernes d\u2019h\u00e9matologie automatis\u00e9e vont bien plus loin. La plateforme CBM d\u2019Ozelle combine un objectif SwissOptic de 4 m\u00e9gapixels, une capture d\u2019images \u00e0 50 images par seconde et des mod\u00e8les d\u2019apprentissage profond entra\u00een\u00e9s sur plus de 40 millions d\u2019\u00e9chantillons r\u00e9els de patients afin de classer les cellules en fonction de leurs caract\u00e9ristiques visuelles, et non plus uniquement de leur taille ou de leur volume. Le syst\u00e8me identifie automatiquement les neutrophiles en bande, les neutrophiles hypersegment\u00e9s, les lymphocytes atypiques, les r\u00e9ticulocytes, les agr\u00e9gats plaquettaires et d\u2019autres formes que les analyseurs de base pourraient ne pas d\u00e9tecter.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Concr\u00e8tement, cela signifie que l\u2019analyseur fournit d\u00e9sormais \u00e0 la fois un tableau d\u00e9taill\u00e9 des param\u00e8tres et une interpr\u00e9tation tenant compte de la morphologie, sans qu\u2019il soit n\u00e9cessaire de r\u00e9aliser un frottis s\u00e9par\u00e9 dans la plupart des cas courants. L\u2019examen microscopique manuel devient une exception r\u00e9serv\u00e9e aux r\u00e9sultats tr\u00e8s complexes ou manifestement discordants, et non plus la r\u00e9ponse par d\u00e9faut \u00e0 chaque signal d\u2019alerte.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-auto-hematology-in-a-district-hospital-lab\">H\u00e9matologie automatique dans le laboratoire d'un h\u00f4pital de district<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-typical-starting-point-aging-cbc-analyzer-plus-manual-smears\">Point de d\u00e9part habituel : un analyseur de num\u00e9ration globulaire (CBC) obsol\u00e8te, associ\u00e9 \u00e0 des frottis manuels<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Le laboratoire d\u2019un h\u00f4pital de district utilise souvent un analyseur de num\u00e9ration globulaire (CBC) simple ou double, en service depuis de nombreuses ann\u00e9es. Bien qu\u2019il puisse encore fournir des r\u00e9sultats acceptables, il peut pr\u00e9senter des probl\u00e8mes de fiabilit\u00e9, d\u2019entretien ou de d\u00e9bit aux heures de pointe. Les techniciens consacrent une partie importante de leur journ\u00e9e \u00e0 la coloration et \u00e0 l\u2019interpr\u00e9tation des frottis des \u00e9chantillons signal\u00e9s comme anormaux, ambigus ou provenant de patients \u00e0 haut risque.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ce mod\u00e8le pose plusieurs probl\u00e8mes : des d\u00e9lais de traitement variables, notamment pendant les services les plus charg\u00e9s ; une forte d\u00e9pendance vis-\u00e0-vis d'un petit nombre de membres du personnel tr\u00e8s exp\u00e9riment\u00e9s ; et des difficult\u00e9s \u00e0 uniformiser la r\u00e9daction des rapports morphologiques d'un service \u00e0 l'autre et pour les nouvelles recrues.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-target-state-ai-driven-auto-hematology-platform\">Objectif : plateforme d'h\u00e9matologie automatis\u00e9e bas\u00e9e sur l'IA<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">La mise en place d'un syst\u00e8me d'h\u00e9matologie automatique bas\u00e9 sur l'IA, qui transforme cet environnement, ne se r\u00e9sume pas \u00e0 un simple remplacement des appareils. Elle implique de r\u00e9organiser le flux de travail de la num\u00e9ration globulaire compl\u00e8te (CBC) de mani\u00e8re \u00e0 ce que l'analyseur lui-m\u00eame devienne le moteur principal tant pour les comptages que pour la morphologie, tandis que le travail manuel se concentre uniquement sur les cas v\u00e9ritablement complexes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Avec les analyseurs CBM d'Ozelle, le d\u00e9roulement type d'un examen h\u00e9matologique automatis\u00e9 dans un h\u00f4pital de district se pr\u00e9sente comme suit :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>On pr\u00e9l\u00e8ve un petit volume de sang capillaire ou veineux (souvent entre 30 et 100 \u00b5L) et on l'applique sur une cartouche.<\/li>\n\n\n\n<li>L'analyseur proc\u00e8de automatiquement \u00e0 l'aspiration, \u00e0 la dilution, \u00e0 la coloration et au chargement de l'\u00e9chantillon \u00e0 l'aide d'une solution chimique Wright-Giemsa \u00e0 base de liquide.<\/li>\n\n\n\n<li>L'imagerie \u00e0 haute vitesse et la classification par IA permettent d'obtenir un indice diff\u00e9rentiel complet en 7 parties, des indices \u00e9tendus et des indicateurs morphologiques.<\/li>\n\n\n\n<li>Un rapport structur\u00e9 comprenant des param\u00e8tres, des plages de r\u00e9f\u00e9rence, des indicateurs d'anomalie et des images repr\u00e9sentatives des cellules est g\u00e9n\u00e9r\u00e9 en environ six minutes.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Les techniciens examinent alors \u00e0 l'\u00e9cran les r\u00e9sultats et les images signal\u00e9s, plut\u00f4t que de r\u00e9aliser syst\u00e9matiquement des frottis, ce qui r\u00e9duit consid\u00e9rablement le nombre de frottis manuels tout en maintenant, voire en am\u00e9liorant, la sensibilit\u00e9 de d\u00e9tection.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-ozelle-s-auto-hematology-portfolio-and-where-it-fits\">Le portefeuille de produits d'h\u00e9matologie automatis\u00e9e d'Ozelle et sa place sur le march\u00e9<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-ehbt-25-for-basic-auto-hematology\">EHBT-25 pour l'h\u00e9matologie automobile de base<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u00c0 la base, l\u2019EHBT-25 d\u2019Ozelle est un analyseur h\u00e9matologique automatique \u00e0 3 diff. destin\u00e9 aux soins primaires et aux petits laboratoires. Il automatise la num\u00e9ration globulaire compl\u00e8te gr\u00e2ce \u00e0 des kits de test individuels ne n\u00e9cessitant aucun entretien et conserv\u00e9s \u00e0 temp\u00e9rature ambiante, et offre un d\u00e9bit d\u2019environ douze \u00e9chantillons par heure. Pour les h\u00f4pitaux de district, l\u2019EHBT-25 peut servir d\u2019analyseur satellite ou de secours dans les services de consultation externe ou d\u2019urgence o\u00f9 une num\u00e9ration globulaire simple suffit.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-ehbt-75-for-advanced-auto-hematology-in-professional-labs\">EHBT-75 : h\u00e9matologie automobile de pointe pour les laboratoires professionnels<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Pour les laboratoires hospitaliers centraux, l\u2019EHBT-75 est l\u2019analyseur h\u00e9matologique automatique \u00e0 7 diff\u00e9renciations d\u2019Ozelle, dot\u00e9 de toutes les fonctionnalit\u00e9s de gestion de la biologie clinique (CBM). Il prend en charge l\u2019analyse morphologique avanc\u00e9e, fournit plus de trente-sept param\u00e8tres et g\u00e9n\u00e8re des rapports accompagn\u00e9s d\u2019images en environ six minutes par \u00e9chantillon. Cette conception est particuli\u00e8rement adapt\u00e9e aux h\u00f4pitaux de district qui souhaitent disposer d'informations plus d\u00e9taill\u00e9es sur la num\u00e9ration globulaire compl\u00e8te (CBC) et r\u00e9duire leur d\u00e9pendance \u00e0 l'\u00e9gard de l'examen manuel des frottis, mais qui ne disposent pas de l'envergure d'un centre de r\u00e9f\u00e9rence tertiaire.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pour plus d'informations sur l'EHBT-75 d'Ozelle, cliquez ici : <a href=\"https:\/\/ozellemed.com\/fr\/ehbt-75\/ozellemed\/\">https:\/\/ozellemed.com\/en\/ehbt-75\/ozellemed<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-ehbt-50-minilab-for-consolidated-diagnostics\">EHBT-50 MiniLab pour un diagnostic global<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Certains h\u00f4pitaux de district pr\u00e9f\u00e8rent regrouper plusieurs analyseurs au sein d'une seule plateforme compacte. C'est exactement ce que propose le MiniLab EHBT-50 d'Ozelle, qui combine une num\u00e9ration globulaire compl\u00e8te \u00e0 7 param\u00e8tres avec des dosages immunologiques (CRP, SAA, marqueurs cardiaques, hormones, panels de maladies infectieuses) et des analyses par chimie s\u00e8che (fonctions r\u00e9nales et h\u00e9patiques, lipides, glucose). Pour les laboratoires disposant d\u2019un espace et d\u2019un budget limit\u00e9s, ce type de syst\u00e8me int\u00e9gr\u00e9 d\u2019h\u00e9matologie automatis\u00e9e et de diagnostic multicanal peut remplacer des appareils distincts et simplifier l\u2019achat et la maintenance.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-auto-hematology-poct-and-portability\">H\u00e9matologie automatis\u00e9e, POCT et portabilit\u00e9<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-when-auto-hematology-moves-closer-to-the-patient\">Quand l'h\u00e9matologie automatis\u00e9e se rapproche du patient<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">L'h\u00e9matologie automatis\u00e9e ne se limite pas aux laboratoires centraux. Les analyseurs h\u00e9matologiques portables et POCT permettent de rapprocher les analyses automatis\u00e9es de la num\u00e9ration globulaire compl\u00e8te (CBC) des patients dans les cliniques ambulatoires, les services d'urgence et les dispensaires ruraux. Ces appareils utilisent g\u00e9n\u00e9ralement les m\u00eames technologies de base \u2014 traitement automatis\u00e9 des \u00e9chantillons, analyse morphologique assist\u00e9e par IA et cartouches sans entretien \u2014, mais dans un format plus compact, con\u00e7u pour des volumes faibles \u00e0 moyens.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">La gamme de produits d'Ozelle s'inscrit dans cette strat\u00e9gie de diagnostic au chevet du patient gr\u00e2ce \u00e0 des analyseurs compacts qui acceptent des \u00e9chantillons capillaires, fournissent des r\u00e9sultats en quelques minutes et se connectent aux syst\u00e8mes centraux via un r\u00e9seau ou des plateformes cloud. Pour les r\u00e9seaux d'h\u00f4pitaux de district g\u00e9rant plusieurs sites satellites, cette combinaison d'analyseurs CBM centraux et d'appareils de diagnostic au chevet du patient (POCT) forme un \u00e9cosyst\u00e8me unifi\u00e9 d'h\u00e9matologie automatis\u00e9e.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-balancing-central-and-decentralized-testing\">Trouver le juste \u00e9quilibre entre les tests centralis\u00e9s et d\u00e9centralis\u00e9s<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Le choix des analyses qui restent au laboratoire central et de celles qui sont r\u00e9alis\u00e9es au plus pr\u00e8s du lit du patient rel\u00e8ve d'une d\u00e9cision strat\u00e9gique. Les h\u00e9mogrammes complets de routine, qui visent principalement \u00e0 exclure une pathologie \u00e9vidente, peuvent souvent \u00eatre r\u00e9alis\u00e9s sur des analyseurs POCT dans les cabinets m\u00e9dicaux ou les services d'urgence, tandis que les h\u00e9mogrammes complets li\u00e9s \u00e0 l'oncologie, \u00e0 l'h\u00e9matologie complexe ou aux soins intensifs peuvent encore \u00eatre mieux pris en charge par un analyseur CBM central.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">En 2026, l'h\u00e9matologie automatis\u00e9e sera suffisamment flexible pour remplir ces deux r\u00f4les. L'essentiel est de choisir des appareils partageant une base technologique et un format de donn\u00e9es communs, afin que la qualit\u00e9, les plages de r\u00e9f\u00e9rence et les indicateurs d'interpr\u00e9tation restent coh\u00e9rents d'un site \u00e0 l'autre.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-practical-comparison-legacy-analyzer-vs-ai-auto-hematology-system\">Comparaison pratique : analyseur traditionnel vs syst\u00e8me d'h\u00e9matologie automatis\u00e9 bas\u00e9 sur l'IA<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-left\" data-align=\"left\">Aspect<\/td><td class=\"has-text-align-left\" data-align=\"left\">Analyseur CBC \u00e0 imp\u00e9dance vieillissante<\/td><td class=\"has-text-align-left\" data-align=\"left\">H\u00e9matologie automatique bas\u00e9e sur l'IA (par exemple, EHBT-75)<\/td><\/tr><tr><td>Principe fondamental<\/td><td>Imp\u00e9dance \u00e9lectrique, notions fondamentales d'optique<\/td><td>Imagerie haute r\u00e9solution + CBM bas\u00e9e sur l'IA<\/td><\/tr><tr><td>Param\u00e8tres<\/td><td>CBC essentiels, indicateurs limit\u00e9s<\/td><td>Plus de 37 param\u00e8tres avec une analyse morphologique avanc\u00e9e<\/td><\/tr><tr><td>Morphologie<\/td><td>N\u00e9cessite un frottis manuel s\u00e9par\u00e9<\/td><td>Indicateurs int\u00e9gr\u00e9s li\u00e9s \u00e0 l'imagerie et \u00e0 la morphologie<\/td><\/tr><tr><td>D\u00e9lai d'ex\u00e9cution<\/td><td>La num\u00e9ration globulaire compl\u00e8te est rapide, mais le frottis ajoute 30 \u00e0 60 minutes<\/td><td>Environ 6 minutes au total, morphologie comprise<\/td><\/tr><tr><td>Charge de travail du personnel<\/td><td>Pr\u00e9paration et lecture de frottis de haute qualit\u00e9<\/td><td>L'examen manuel s'est concentr\u00e9 sur les cas limites signal\u00e9s<\/td><\/tr><tr><td>Maintenance<\/td><td>R\u00e9actifs liquides en flacons multiples, tubulures, gestion des d\u00e9chets<\/td><td>Consommables sous forme de cartouches, ne n\u00e9cessitant aucun entretien<\/td><\/tr><tr><td>Normalisation<\/td><td>Variations importantes d'un op\u00e9rateur \u00e0 l'autre<\/td><td>Coh\u00e9rence entre les \u00e9quipes, pilot\u00e9e par des algorithmes<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Pour le laboratoire d'un h\u00f4pital de district, cette transition peut permettre aux techniciens de gagner du temps, de stabiliser les d\u00e9lais d'ex\u00e9cution et d'am\u00e9liorer la valeur diagnostique globale de chaque bilan sanguin complet.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-faqs-about-auto-hematology\">Foire aux questions sur l'h\u00e9matologie animale<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-is-auto-hematology-different-from-hematology-auto-analyzer\"><strong>Le terme \u201c auto-h\u00e9matologie \u201d est-il diff\u00e9rent de celui d\u201c\u201d analyseur automatique d\u2019h\u00e9matologie \u00bb ?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Concr\u00e8tement, ces deux termes d\u00e9signent le m\u00eame concept. Le terme \u201c auto-h\u00e9matologie \u201d fait r\u00e9f\u00e9rence \u00e0 la fonction d'analyse h\u00e9matologique automatis\u00e9e, tandis que le terme \u201c auto-analyseur h\u00e9matologique \u201d d\u00e9signe l'appareil qui effectue cette analyse.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-does-auto-hematology-still-require-manual-smears\"><strong>L'h\u00e9matologie automatis\u00e9e n\u00e9cessite-t-elle encore la r\u00e9alisation de frottis manuels ?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Oui, mais bien moins qu\u2019auparavant. Les syst\u00e8mes bas\u00e9s sur l\u2019IA se chargent automatiquement de la majeure partie de la classification morphologique et fournissent des images et des signalements que les techniciens doivent examiner. Les frottis manuels restent importants pour les cas complexes ou discordants, mais il n\u2019est plus n\u00e9cessaire de les r\u00e9aliser pour chaque h\u00e9mogramme complet signal\u00e9.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-is-auto-hematology-suitable-for-small-or-rural-hospitals\"><strong>L'h\u00e9matologie automatis\u00e9e est-elle adapt\u00e9e aux petits h\u00f4pitaux ou aux h\u00f4pitaux ruraux ?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Oui. Les analyseurs compacts CBM et POCT sont sp\u00e9cialement con\u00e7us pour les \u00e9tablissements de petite taille qui ont besoin de r\u00e9sultats d\u2019h\u00e9mogramme complet de qualit\u00e9 laboratoire sans pour autant disposer d\u2019une \u00e9quipe de laboratoire importante. Les plateformes d\u2019Ozelle int\u00e8grent des cartouches ne n\u00e9cessitant aucun entretien, des interfaces utilisateur simples et une connectivit\u00e9 \u00e0 distance, autant d\u2019atouts pr\u00e9cieux dans les environnements aux ressources limit\u00e9es.<\/p>","protected":false},"excerpt":{"rendered":"<p>In many district hospitals, auto hematology has shifted from a basic automation concept to a complete AI\u2011driven CBC solution that can replace aging analyzers and manual workloads. Instead of just counting cells, new systems interpret morphology, streamline workflows, and integrate with digital platforms so labs can do more with the same or fewer staff. What [&hellip;]<\/p>\n","protected":false},"author":42,"featured_media":9221,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[50],"tags":[],"class_list":["post-9212","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-50"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.8 (Yoast SEO v25.8) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Auto Hematology in 2026: AI CBC Systems for Modern Labs<\/title>\n<meta name=\"description\" content=\"Discover how auto hematology systems with AI CBM help hospitals replace aging CBC analyzers, improve accuracy, and standardize lab workflows.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ozellemed.com\/fr\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Auto Hematology in 2026: How AI CBC Systems Replace Aging Analyzers\" \/>\n<meta property=\"og:description\" content=\"Discover how auto hematology systems with AI CBM help hospitals replace aging CBC analyzers, improve accuracy, and standardize lab workflows.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/ozellemed.com\/fr\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/\" \/>\n<meta property=\"og:site_name\" content=\"Ozelle\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/people\/Ozelle\/61554405117096\/\" \/>\n<meta property=\"article:published_time\" content=\"2026-04-25T07:25:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-27T01:14:30+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/ozellemed.com\/wp-content\/uploads\/2026\/04\/auto-hematology.png\" \/>\n\t<meta property=\"og:image:width\" content=\"720\" \/>\n\t<meta property=\"og:image:height\" content=\"476\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"ozelleseo\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"ozelleseo\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"8 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/ozellemed.com\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/ozellemed.com\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/\"},\"author\":{\"name\":\"ozelleseo\",\"@id\":\"https:\/\/ozellemed.com\/ar\/#\/schema\/person\/4d04066026c5abe7e14052a2af533c7b\"},\"headline\":\"Auto Hematology in 2026: How AI CBC Systems Replace Aging Analyzers\",\"datePublished\":\"2026-04-25T07:25:00+00:00\",\"dateModified\":\"2026-04-27T01:14:30+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/ozellemed.com\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/\"},\"wordCount\":1476,\"publisher\":{\"@id\":\"https:\/\/ozellemed.com\/ar\/#organization\"},\"image\":{\"@id\":\"https:\/\/ozellemed.com\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/ozellemed.com\/wp-content\/uploads\/2026\/04\/auto-hematology.png\",\"articleSection\":[\"Hide\"],\"inLanguage\":\"fr-FR\",\"copyrightYear\":\"2026\",\"copyrightHolder\":{\"@id\":\"https:\/\/ozellemed.com\/fr\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/ozellemed.com\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/\",\"url\":\"https:\/\/ozellemed.com\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/\",\"name\":\"Auto Hematology in 2026: AI CBC Systems for Modern Labs\",\"isPartOf\":{\"@id\":\"https:\/\/ozellemed.com\/ar\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/ozellemed.com\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/ozellemed.com\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/ozellemed.com\/wp-content\/uploads\/2026\/04\/auto-hematology.png\",\"datePublished\":\"2026-04-25T07:25:00+00:00\",\"dateModified\":\"2026-04-27T01:14:30+00:00\",\"description\":\"Discover how auto hematology systems with AI CBM help hospitals replace aging CBC analyzers, improve accuracy, and standardize lab workflows.\",\"breadcrumb\":{\"@id\":\"https:\/\/ozellemed.com\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/ozellemed.com\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/ozellemed.com\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/#primaryimage\",\"url\":\"https:\/\/ozellemed.com\/wp-content\/uploads\/2026\/04\/auto-hematology.png\",\"contentUrl\":\"https:\/\/ozellemed.com\/wp-content\/uploads\/2026\/04\/auto-hematology.png\",\"width\":720,\"height\":476},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/ozellemed.com\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/ozellemed.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Auto Hematology in 2026: How AI CBC Systems Replace Aging Analyzers\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/ozellemed.com\/ar\/#website\",\"url\":\"https:\/\/ozellemed.com\/ar\/\",\"name\":\"Ozelle\",\"description\":\"Advanced IVD Medical Devices for Accurate Diagnostics\",\"publisher\":{\"@id\":\"https:\/\/ozellemed.com\/ar\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/ozellemed.com\/ar\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"},{\"@type\":[\"Organization\",\"Place\"],\"@id\":\"https:\/\/ozellemed.com\/ar\/#organization\",\"name\":\"Ozelle\",\"url\":\"https:\/\/ozellemed.com\/ar\/\",\"logo\":{\"@id\":\"https:\/\/ozellemed.com\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/#local-main-organization-logo\"},\"image\":{\"@id\":\"https:\/\/ozellemed.com\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/#local-main-organization-logo\"},\"sameAs\":[\"https:\/\/www.facebook.com\/people\/Ozelle\/61554405117096\/\",\"https:\/\/linkedin.com\/company\/ehome-health\/?viewAsMember=true\",\"https:\/\/www.youtube.com\/channel\/UC9aRrEh8r7gb3iX3vPvbHGw\",\"https:\/\/www.pinterest.com\/ozellegmbh\/\"],\"telephone\":[],\"openingHoursSpecification\":{\"@type\":\"OpeningHoursSpecification\",\"dayOfWeek\":[\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\",\"Sunday\"],\"opens\":\"00:00\",\"closes\":\"23:59\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/ozellemed.com\/ar\/#\/schema\/person\/4d04066026c5abe7e14052a2af533c7b\",\"name\":\"ozelleseo\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/ozellemed.com\/ar\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/60a8afaabb6286998aef954d019e3f7e597f10b61132433fefa96ce4fc916b17\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/60a8afaabb6286998aef954d019e3f7e597f10b61132433fefa96ce4fc916b17\",\"caption\":\"ozelleseo\"},\"url\":\"https:\/\/ozellemed.com\/fr\/author\/ozelleseo\/\"},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/ozellemed.com\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/#local-main-organization-logo\",\"url\":\"https:\/\/ozellemed.com\/wp-content\/uploads\/2025\/09\/cropped-logo-1.png\",\"contentUrl\":\"https:\/\/ozellemed.com\/wp-content\/uploads\/2025\/09\/cropped-logo-1.png\",\"width\":180,\"height\":80,\"caption\":\"Ozelle\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"L'h\u00e9matologie automatis\u00e9e en 2026 : les syst\u00e8mes d'h\u00e9mogramme complet bas\u00e9s sur l'IA pour les laboratoires modernes","description":"D\u00e9couvrez comment les syst\u00e8mes d'h\u00e9matologie automatis\u00e9s dot\u00e9s de l'IA CBM aident les h\u00f4pitaux \u00e0 remplacer leurs analyseurs de num\u00e9ration globulaire (CBC) vieillissants, \u00e0 am\u00e9liorer la pr\u00e9cision des r\u00e9sultats et \u00e0 standardiser les processus de travail en laboratoire.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/ozellemed.com\/fr\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/","og_locale":"fr_FR","og_type":"article","og_title":"Auto Hematology in 2026: How AI CBC Systems Replace Aging Analyzers","og_description":"Discover how auto hematology systems with AI CBM help hospitals replace aging CBC analyzers, improve accuracy, and standardize lab workflows.","og_url":"https:\/\/ozellemed.com\/fr\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/","og_site_name":"Ozelle","article_publisher":"https:\/\/www.facebook.com\/people\/Ozelle\/61554405117096\/","article_published_time":"2026-04-25T07:25:00+00:00","article_modified_time":"2026-04-27T01:14:30+00:00","og_image":[{"width":720,"height":476,"url":"https:\/\/ozellemed.com\/wp-content\/uploads\/2026\/04\/auto-hematology.png","type":"image\/png"}],"author":"ozelleseo","twitter_card":"summary_large_image","twitter_misc":{"\u00c9crit par":"ozelleseo","Dur\u00e9e de lecture estim\u00e9e":"8 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/ozellemed.com\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/#article","isPartOf":{"@id":"https:\/\/ozellemed.com\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/"},"author":{"name":"ozelleseo","@id":"https:\/\/ozellemed.com\/ar\/#\/schema\/person\/4d04066026c5abe7e14052a2af533c7b"},"headline":"Auto Hematology in 2026: How AI CBC Systems Replace Aging Analyzers","datePublished":"2026-04-25T07:25:00+00:00","dateModified":"2026-04-27T01:14:30+00:00","mainEntityOfPage":{"@id":"https:\/\/ozellemed.com\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/"},"wordCount":1476,"publisher":{"@id":"https:\/\/ozellemed.com\/ar\/#organization"},"image":{"@id":"https:\/\/ozellemed.com\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/#primaryimage"},"thumbnailUrl":"https:\/\/ozellemed.com\/wp-content\/uploads\/2026\/04\/auto-hematology.png","articleSection":["Hide"],"inLanguage":"fr-FR","copyrightYear":"2026","copyrightHolder":{"@id":"https:\/\/ozellemed.com\/fr\/#organization"}},{"@type":"WebPage","@id":"https:\/\/ozellemed.com\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/","url":"https:\/\/ozellemed.com\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/","name":"L'h\u00e9matologie automatis\u00e9e en 2026 : les syst\u00e8mes d'h\u00e9mogramme complet bas\u00e9s sur l'IA pour les laboratoires modernes","isPartOf":{"@id":"https:\/\/ozellemed.com\/ar\/#website"},"primaryImageOfPage":{"@id":"https:\/\/ozellemed.com\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/#primaryimage"},"image":{"@id":"https:\/\/ozellemed.com\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/#primaryimage"},"thumbnailUrl":"https:\/\/ozellemed.com\/wp-content\/uploads\/2026\/04\/auto-hematology.png","datePublished":"2026-04-25T07:25:00+00:00","dateModified":"2026-04-27T01:14:30+00:00","description":"D\u00e9couvrez comment les syst\u00e8mes d'h\u00e9matologie automatis\u00e9s dot\u00e9s de l'IA CBM aident les h\u00f4pitaux \u00e0 remplacer leurs analyseurs de num\u00e9ration globulaire (CBC) vieillissants, \u00e0 am\u00e9liorer la pr\u00e9cision des r\u00e9sultats et \u00e0 standardiser les processus de travail en laboratoire.","breadcrumb":{"@id":"https:\/\/ozellemed.com\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/ozellemed.com\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/"]}]},{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/ozellemed.com\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/#primaryimage","url":"https:\/\/ozellemed.com\/wp-content\/uploads\/2026\/04\/auto-hematology.png","contentUrl":"https:\/\/ozellemed.com\/wp-content\/uploads\/2026\/04\/auto-hematology.png","width":720,"height":476},{"@type":"BreadcrumbList","@id":"https:\/\/ozellemed.com\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/ozellemed.com\/"},{"@type":"ListItem","position":2,"name":"Auto Hematology in 2026: How AI CBC Systems Replace Aging Analyzers"}]},{"@type":"WebSite","@id":"https:\/\/ozellemed.com\/ar\/#website","url":"https:\/\/ozellemed.com\/ar\/","name":"Ozelle","description":"Dispositifs m\u00e9dicaux de diagnostic in vitro avanc\u00e9s pour des diagnostics pr\u00e9cis","publisher":{"@id":"https:\/\/ozellemed.com\/ar\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/ozellemed.com\/ar\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"},{"@type":["Organization","Place"],"@id":"https:\/\/ozellemed.com\/ar\/#organization","name":"Ozelle","url":"https:\/\/ozellemed.com\/ar\/","logo":{"@id":"https:\/\/ozellemed.com\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/#local-main-organization-logo"},"image":{"@id":"https:\/\/ozellemed.com\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/#local-main-organization-logo"},"sameAs":["https:\/\/www.facebook.com\/people\/Ozelle\/61554405117096\/","https:\/\/linkedin.com\/company\/ehome-health\/?viewAsMember=true","https:\/\/www.youtube.com\/channel\/UC9aRrEh8r7gb3iX3vPvbHGw","https:\/\/www.pinterest.com\/ozellegmbh\/"],"telephone":[],"openingHoursSpecification":{"@type":"OpeningHoursSpecification","dayOfWeek":["Monday","Tuesday","Wednesday","Thursday","Friday","Saturday","Sunday"],"opens":"00:00","closes":"23:59"}},{"@type":"Person","@id":"https:\/\/ozellemed.com\/ar\/#\/schema\/person\/4d04066026c5abe7e14052a2af533c7b","name":"ozelleseo","image":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/ozellemed.com\/ar\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/60a8afaabb6286998aef954d019e3f7e597f10b61132433fefa96ce4fc916b17","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/60a8afaabb6286998aef954d019e3f7e597f10b61132433fefa96ce4fc916b17","caption":"ozelleseo"},"url":"https:\/\/ozellemed.com\/fr\/author\/ozelleseo\/"},{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/ozellemed.com\/auto-hematology-in-2026-how-ai-cbc-systems-replace-aging-analyzers\/#local-main-organization-logo","url":"https:\/\/ozellemed.com\/wp-content\/uploads\/2025\/09\/cropped-logo-1.png","contentUrl":"https:\/\/ozellemed.com\/wp-content\/uploads\/2025\/09\/cropped-logo-1.png","width":180,"height":80,"caption":"Ozelle"}]}},"_links":{"self":[{"href":"https:\/\/ozellemed.com\/fr\/wp-json\/wp\/v2\/posts\/9212","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ozellemed.com\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ozellemed.com\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ozellemed.com\/fr\/wp-json\/wp\/v2\/users\/42"}],"replies":[{"embeddable":true,"href":"https:\/\/ozellemed.com\/fr\/wp-json\/wp\/v2\/comments?post=9212"}],"version-history":[{"count":1,"href":"https:\/\/ozellemed.com\/fr\/wp-json\/wp\/v2\/posts\/9212\/revisions"}],"predecessor-version":[{"id":9216,"href":"https:\/\/ozellemed.com\/fr\/wp-json\/wp\/v2\/posts\/9212\/revisions\/9216"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ozellemed.com\/fr\/wp-json\/wp\/v2\/media\/9221"}],"wp:attachment":[{"href":"https:\/\/ozellemed.com\/fr\/wp-json\/wp\/v2\/media?parent=9212"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ozellemed.com\/fr\/wp-json\/wp\/v2\/categories?post=9212"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ozellemed.com\/fr\/wp-json\/wp\/v2\/tags?post=9212"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}