{"id":9316,"date":"2026-05-15T09:29:08","date_gmt":"2026-05-15T01:29:08","guid":{"rendered":"https:\/\/ozellemed.com\/?p=9316"},"modified":"2026-05-19T09:35:27","modified_gmt":"2026-05-19T01:35:27","slug":"how-to-design-a-laboratory-analyzer-line-up-with-ai-cbc-systems","status":"publish","type":"post","link":"https:\/\/ozellemed.com\/fr\/how-to-design-a-laboratory-analyzer-line-up-with-ai-cbc-systems\/","title":{"rendered":"How to Design a Laboratory Analyzer Line\u2011Up with AI CBC Systems"},"content":{"rendered":"<ul class=\"wp-block-list\"><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-why-laboratories-are-rethinking-their-analyzer-strategy\">Why laboratories are rethinking their analyzer strategy<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Hospital and private laboratories are under increasing pressure to deliver faster turnaround, deeper diagnostic insight and better cost control\u2014often at the same time. Traditional analyzer setups, built around separate hematology, immunoassay and chemistry devices, can create siloed workflows and high maintenance overhead. As test volumes grow and more work shifts closer to the point of care, many labs are rethinking what a <strong>laboratory analyzer<\/strong> should look like.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u2011powered CBC and multi\u2011functional analyzers are at the center of this change. Systems such as Ozelle\u2019s <strong>EHBT\u201150<\/strong> et <strong>EHBT\u201175<\/strong> combine advanced 7\u2011diff hematology, complete blood morphology (CBM) and, in the case of EHBT\u201150, integrated immunoassay and biochemistry, allowing labs to design more flexible analyzer line\u2011ups. This helps laboratories choose where to place devices\u2014central lab, satellite lab, emergency department or outpatient area\u2014while maintaining consistent quality.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">On the <a href=\"https:\/\/ozellemed.com\/fr\/\">Ozelle<\/a> site, the hematology and CBC analyzer pages show how AI\u2011driven EHBT\u201150 and EHBT\u201175 are positioned for different roles in modern laboratory networks.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-what-a-laboratory-analyzer-needs-to-deliver-in-modern-hematology\">What a laboratory analyzer needs to deliver in modern hematology<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">From a lab manager\u2019s perspective, a hematology or CBC <strong>laboratory analyzer<\/strong> must do more than simply produce WBC, RBC and PLT counts. It must:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Provide reliable 7\u2011part differential counts with consistent morphology flags<\/li>\n\n\n\n<li>Handle a wide range of sample types and volumes, including capillary and venous blood<\/li>\n\n\n\n<li>Integrate into laboratory information systems and automation workflows<\/li>\n\n\n\n<li>Support reflex and repeat rules, and minimize manual smear review<\/li>\n\n\n\n<li>Operate with manageable consumable costs and minimal downtime<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Modern 7\u2011diff analyzers such as the EHBT\u201150 and EHBT\u201175 are designed around <strong>Morphologie sanguine compl\u00e8te (MSC)<\/strong>, where high\u2011resolution imaging and deep learning models classify cells, detect abnormal populations and generate visual morphology reports. This shifts much of the interpretation burden from human operators to AI\u2011assisted systems while maintaining review capability.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Le <a href=\"https:\/\/ozellemed.com\/fr\/ehbt-50\/\">EHBT\u201150 product page<\/a> describes it as a multi\u2011functional all\u2011in\u2011one mini lab with 7\u2011diff hematology (around 37 parameters), immunoassay and biochemistry, using 30\u2013100 \u00b5L of blood per test and delivering combined CBC + panel results in one run. The <a href=\"https:\/\/ozellemed.com\/fr\/ehbt-75\/\">EHBT\u201175 page<\/a> presents a professional 7\u2011diff auto hematology analyzer focused on hematology depth, advanced morphology, and high\u2011quality imaging.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-core-roles-of-laboratory-analyzers-in-a-cbc-centered-line-up\">Core roles of laboratory analyzers in a CBC\u2011centered line\u2011up<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Designing an analyzer line\u2011up is about assigning clear roles rather than simply buying more machines. For CBC and hematology, three roles typically matter most:<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>High\u2011<\/strong><strong>throughput<\/strong><strong> central analyzer<\/strong> This is the main hematology engine in the core lab, processing the bulk of routine CBCs and supporting automatic reflex rules for smear review or additional tests. A device like EHBT\u201175 fits this role: 7\u2011diff CBC, deep morphology, and AI\u2011supported abnormal cell detection in about six minutes per sample.<\/li>\n\n\n\n<li><strong>Multi\u2011functional mini\u2011lab analyzer<\/strong> This analyzer is placed closer to clinicians\u2014such as in emergency, outpatient, or satellite facilities\u2014and performs CBC, immunoassay and selected biochemistry from a single device. The EHBT\u201150 Mini Lab exemplifies this: a 7\u2011diff CBC analyzer with integrated immunoassay and dry chemistry modules in an all\u2011in\u2011one design.<\/li>\n\n\n\n<li><strong>Backup and niche analyzers<\/strong> Smaller or specialized analyzers can serve as redundancy, handle unusual sample types or support research projects without interrupting core workflows.<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">By deliberately assigning roles, labs can balance cost, throughput and depth of information while minimizing manual work.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-how-ai-changes-what-a-good-laboratory-analyzer-looks-like\">How AI changes what a \u201cgood\u201d laboratory analyzer looks like<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI adoption in hematology is redefining laboratory expectations. Instead of simply requiring \u201caccurate counts,\u201d labs now expect analyzers to provide:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>AI\u2011assisted morphology<\/strong> Systems like EHBT\u201150 and EHBT\u201175 use CBM and deep learning to classify blood cells, including NST, NSG, NSH, ALY and PAg, and generate image\u2011based morphology reports. This improves detection of abnormal populations and reduces dependence on manual microscopy.<\/li>\n\n\n\n<li><strong>Abnormal flagging and risk markers<\/strong> Parameters such as NLR (neutrophil\u2011to\u2011lymphocyte ratio), PLR, atypical lymphocyte counts and reticulocytes provide additional insight into infection, inflammation and hematopoietic response.<\/li>\n\n\n\n<li><strong>Integrated diagnostic workbench<\/strong> Some analyzers incorporate a built\u2011in diagnostic workbench or connect to AI workbench software, which consolidates test orders, results and AI guidance in a single interface. EHBT\u201175, for example, is promoted with an AI\u2011assisted workbench that helps clinicians interpret complex CBC patterns more efficiently.<\/li>\n\n\n\n<li><strong>Standardized workflows for multiple locations<\/strong> AI\u2011driven interpretation makes CBC results more consistent across shifts and locations, which is essential for laboratories managing satellite sites or supporting remote clinics.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">For lab managers choosing a <strong>laboratory analyzer<\/strong>, these AI\u2011related features can directly influence workload, training requirements and the ability to support demanding clinicians in oncology, hematology and critical care.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-designing-a-laboratory-analyzer-configuration-for-different-lab-sizes\">Designing a laboratory analyzer configuration for different lab sizes<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Different laboratories need different analyzer configurations. Below are three typical scenarios.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-single-site-hospital-laboratory\">Single\u2011site hospital laboratory<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A single midsize hospital lab might select:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>One EHBT\u201175 (or similar) as the core 7\u2011diff hematology analyzer in the central lab<\/li>\n\n\n\n<li>One EHBT\u201150 near the emergency department to provide CBC + immunoassay + chemistry panels at the point of care<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">In this configuration, routine and complex CBCs are centralized, while urgent cases in the ED can be handled locally with full panel results in one run.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-private-diagnostic-center-with-satellite-locations\">Private diagnostic center with satellite locations<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A private lab group with satellite sample collection points may:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Place an EHBT\u201175 in the main lab for high\u2011volume CBC and deep morphology<\/li>\n\n\n\n<li>Deploy one or more EHBT\u201150 analyzers in high\u2011traffic satellite centers to perform CBC, key biochemistry and immunoassays locally<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">This reduces transport delays and central lab overload, while still maintaining a single technology stack across the network.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-tiered-national-or-regional-system\">Tiered national or regional system<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">In a tiered system, regional referral labs can house EHBT\u201175 analyzers for advanced cases, while district hospitals or larger clinics use EHBT\u201150 mini labs. CBC results remain comparable across sites because AI + CBM and shared parameter sets underpin the line\u2011up.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-table-ehbt-50-vs-ehbt-75-as-laboratory-analyzers\">Table: EHBT\u201150 vs EHBT\u201175 as laboratory analyzers<\/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\">Fonctionnalit\u00e9<\/td><td class=\"has-text-align-left\" data-align=\"left\">EHBT\u201150 (Multi\u2011functional mini lab)<\/td><td class=\"has-text-align-left\" data-align=\"left\">EHBT\u201175 (Professional 7\u2011diff hematology analyzer)<\/td><\/tr><tr><td>Core focus<\/td><td>CBC + immunoassay + biochemistry<\/td><td>CBC and advanced morphology<\/td><\/tr><tr><td>CBC parameters<\/td><td>\u224837 parameters, 7\u2011diff + advanced markers<\/td><td>\u224837 parameters, 7\u2011diff + advanced markers<\/td><\/tr><tr><td>Extra modules<\/td><td>Immunoassay, dry chemistry (and more under development)<\/td><td>H\u00e9matologie uniquement<\/td><\/tr><tr><td>Typical placement<\/td><td>ED, outpatient, satellite labs<\/td><td>Central labs, tertiary care, oncology<\/td><\/tr><tr><td>Sample volume<\/td><td>30-100 \u00b5L<\/td><td>30-100 \u00b5L<\/td><\/tr><tr><td>Result time (CBC + morph)<\/td><td>Around 6 minutes<\/td><td>Around 6 minutes<\/td><\/tr><tr><td>AI and CBM<\/td><td>Full AI + CBM, image\u2011based morphology<\/td><td>Full AI + CBM with deep morphology<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">This illustrates how each analyzer can be positioned: EHBT\u201150 as a flexible, multi\u2011functional laboratory analyzer close to patient care, and EHBT\u201175 as the morphology\u2011focused engine of the central hematology lab.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Practical selection criteria when upgrading laboratory analyzers<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">When planning an analyzer upgrade, lab leaders should focus on several practical criteria.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Test mix and volume<\/strong> Quantify how many CBCs, panels and emergency tests the lab runs per day, and how this might grow in the next three to five years. High\u2011volume labs benefit from a dedicated 7\u2011diff analyzer like EHBT\u201175, while facilities with diversified testing might prioritize a multi\u2011functional analyzer like EHBT\u201150.<\/li>\n\n\n\n<li><strong>Automation and manual workload<\/strong> AI\u2011based morphology and integrated panels can reduce manual smear review, re\u2011runs and tube handling. This is especially important where expert morphologists are scarce.<\/li>\n\n\n\n<li><strong>Space, infrastructure and maintenance<\/strong> Compact analyzers with sealed cartridges and minimal fluidics simplify installation and ongoing maintenance, making them suitable for satellite labs and ED settings.<\/li>\n\n\n\n<li><strong>Connectivity and multi\u2011site coordination<\/strong> Modern analyzers should integrate with LIS and support data sharing across sites. This enables standardized QC, consolidated reporting and centralized oversight of analyzer performance.<\/li>\n\n\n\n<li><strong>Budget and total cost of ownership<\/strong> Upfront analyzer price is only part of the story. Labs should consider reagent consumption, maintenance contracts, downtime risk and the value of AI\u2011driven efficiency improvements.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">By aligning these criteria with clinical and operational goals, labs can create a coherent analyzer strategy instead of accumulating devices ad hoc.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">FAQs about laboratory analyzers<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>What is the most important feature when choosing a hematology laboratory analyzer?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The most important feature is reliable 7\u2011diff CBC with consistent morphology information and meaningful flags. This combination supports both high\u2011volume routine work and deeper diagnostic questions from clinicians, reducing the need for frequent manual smear review.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>When does it make sense to choose a multi\u2011functional analyzer instead of a hematology\u2011only system?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A multi\u2011functional analyzer is ideal when the laboratory or clinical department needs CBC, immunoassay and basic biochemistry in the same workflow, especially in emergency, outpatient or satellite settings. It simplifies equipment layout and speeds up decision\u2011making at the point of care.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>How does AI change daily work for laboratory staff?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI reduces manual workload by automating morphology classification, abnormal cell detection and some aspects of result interpretation. Staff still review flagged cases, but spend less time on routine slides and more on complex diagnostics and quality tasks.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Are AI\u2011based laboratory analyzers difficult to implement?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Most AI\u2011based analyzers are delivered with integrated software and pre\u2011configured workflows. Implementation mainly involves interfacing with the LIS, staff training and establishing local QC procedures. Once in place, they operate similarly to traditional analyzers from the user perspective.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>How can a lab ensure that a new analyzer will integrate smoothly into existing workflows?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Before purchasing, labs should review connection options with their LIS, examine sample handling requirements, and simulate typical daily workflows. It is also useful to speak with reference labs using the same analyzer to understand any integration challenges and best practices.<\/p>","protected":false},"excerpt":{"rendered":"<p>Why laboratories are rethinking their analyzer strategy Hospital and private laboratories are under increasing pressure to deliver faster turnaround, deeper diagnostic insight and better cost control\u2014often at the same time. Traditional analyzer setups, built around separate hematology, immunoassay and chemistry devices, can create siloed workflows and high maintenance overhead. As test volumes grow and more [&hellip;]<\/p>","protected":false},"author":42,"featured_media":9326,"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 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