{"id":165723,"date":"2025-12-09T07:51:43","date_gmt":"2025-12-09T07:51:43","guid":{"rendered":"https:\/\/m3globalresearch.blog\/?p=165723"},"modified":"2025-12-09T07:51:43","modified_gmt":"2025-12-09T07:51:43","slug":"digital-twins-in-healthcare","status":"publish","type":"post","link":"https:\/\/www.m3globalresearch.com\/blog\/digital-twins-in-healthcare\/","title":{"rendered":"Digital Twins in Healthcare","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"165723\" class=\"elementor elementor-165723\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cf21f3c e-flex e-con-boxed e-con e-parent\" data-id=\"cf21f3c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0075f54 elementor-widget elementor-widget-heading\" data-id=\"0075f54\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">*The translation of this article has been made through machine translation. We apologise for any inaccuracies.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-13a7ec5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"13a7ec5\" 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-b76932f\" data-id=\"b76932f\" 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-10fb476 elementor-widget elementor-widget-text-editor\" data-id=\"10fb476\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>Digital twin technology, once considered a futuristic idea, is rapidly becoming a practical reality in modern healthcare. Today, digital twins in healthcare are being explored across a range of specialities, supporting more advanced predictive analytics in healthcare and helping clinicians refine personalised medicine approaches. These emerging healthcare technology tools are now being tested or implemented in major specialities, demonstrating how digital twins are beginning to reshape clinical decision-making and patient care pathways.<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-de6c6ef elementor-widget elementor-widget-text-editor\" data-id=\"de6c6ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>For healthcare professionals, the potential impact is significant. Digital twins may support safer treatment decisions, improve personalisation, reduce trial-and-error prescribing, and even help anticipate risks earlier in the care cycle. These virtual patient models use data from electronic health records, imaging, laboratory values, genomics, and even wearable devices to create highly detailed digital representations of individual patients.<a href=\"https:\/\/link.springer.com\/article\/10.1186\/s40537-025-01280-w?\" target=\"_blank\" rel=\"noopener\">*<\/a> Clinicians can then simulate disease progression, predict complications, or test how different treatment strategies might work before applying them in real life.<a href=\"https:\/\/pubmed.ncbi.nlm.nih.gov\/37744683\/\" target=\"_blank\" rel=\"noopener\">*<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3158b9f elementor-widget elementor-widget-text-editor\" data-id=\"3158b9f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>For example, one study of more than 1,800 people with type 2 diabetes found digital twin technology reduced HbA1c levels by 1.8%, with nearly 90% of patients reaching their target glucose control. With the global market for digital twins in healthcare expected to grow from $902.6 million in 2024 to $3.55 billion by 2030, clinicians are increasingly encountering this technology in everyday practice.<a href=\"https:\/\/www.mordorintelligence.com\/industry-reports\/digital-twins-in-healthcare-market\" target=\"_blank\" rel=\"noopener\">*<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-af3fae8 elementor-widget elementor-widget-text-editor\" data-id=\"af3fae8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>In this article, we discuss:<br \/>\u2022 <a href=\"#para1\"><strong>What Are Digital Twins in Healthcare?<\/strong><\/a><br \/><strong>\u2022 <a href=\"#para2\">Potential Benefits and Clinical Use Cases of Digital Twins<\/a><\/strong><br \/><strong>\u2022 <a href=\"#para3\">Challenges to Adoption and Clinical Readiness<\/a><\/strong><br \/><strong>\u2022 <a href=\"#para4\">How Clinicians View Digital Twin Adoption <\/a><\/strong><br \/><strong>\u2022 <a href=\"#para5\">Future Outlook for Digital Twins In Healthcare and Personalised Medicine<\/a><\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-39f58d4 elementor-widget elementor-widget-menu-anchor\" data-id=\"39f58d4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"PARA1\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-060beb2 elementor-widget elementor-widget-spacer\" data-id=\"060beb2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\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 class=\"elementor-element elementor-element-1062f65 elementor-widget elementor-widget-image\" data-id=\"1062f65\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.m3globalresearch.com\/blog\/wp-content\/uploads\/2025\/12\/AdobeStock_821557308-scaled.jpeg\" title=\"digital twins in healthcare\" alt=\"Digital twins in healthcare use advanced digital twins technology to enhance clinical decision-making, shaping the future of emerging healthcare technology.\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b4d2174 elementor-widget elementor-widget-spacer\" data-id=\"b4d2174\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\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 class=\"elementor-element elementor-element-e10c248 elementor-widget elementor-widget-heading\" data-id=\"e10c248\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\nWhat are Digital Twins in Healthcare?\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ce5e8d3 elementor-widget elementor-widget-text-editor\" data-id=\"ce5e8d3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Digital twins in healthcare are advanced, data-driven virtual representations of individual patients, designed to reflect how a person\u2019s body functions in real time. Unlike traditional clinical simulations, digital twin technology creates a dynamic model that evolves as new clinical information becomes available. This allows clinicians to explore treatment options, anticipate risks, and better understand disease progression through dynamic modelling and predictive analytics in healthcare.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dc6165e elementor-widget elementor-widget-text-editor\" data-id=\"dc6165e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>To build these virtual patient models, multiple data sources are combined, like electronic health records, imaging, pathology results, genomics, and continuous inputs from wearable devices. Algorithms and physiological modelling techniques then transform this information into virtual patient models that closely mirror each patient\u2019s biological systems. These models can be used to test different medications, adjust dosing strategies, or assess the potential impact of lifestyle changes, creating a safer and more informed decision-making process.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7612bcc elementor-widget elementor-widget-text-editor\" data-id=\"7612bcc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Today, digital twin technology is being explored across a range of clinical fields. In cardiology, digital twins can simulate heart structure and electrical activity to support personalised treatment planning. In diabetes care, they help predict responses to therapy and optimise glucose control. In neurology, particularly epilepsy, digital twins are being used to model seizure dynamics and support therapy adjustments. Early research in oncology is investigating how tumour-specific digital twins might improve treatment targeting and predict therapeutic outcomes.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f33fa7c elementor-widget elementor-widget-text-editor\" data-id=\"f33fa7c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>As healthcare technology continues to advance, the potential for personalised medicine grows. Digital twins offer clinicians a sophisticated tool to tailor care more precisely while reducing uncertainty and improve clinical decision-making. While the technology is still evolving, its early applications highlight a promising shift towards more predictive and patient-specific models of care.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-54bcdff elementor-widget elementor-widget-menu-anchor\" data-id=\"54bcdff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"para2\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7fc67ab elementor-widget elementor-widget-spacer\" data-id=\"7fc67ab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\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 class=\"elementor-element elementor-element-d3beddf elementor-widget elementor-widget-image\" data-id=\"d3beddf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.m3globalresearch.com\/blog\/wp-content\/uploads\/2025\/12\/AdobeStock_1220607851-scaled.jpeg\" title=\"Clinic featuring interactive digital displays to educate patients about joint anatomy\" alt=\"Clinic featuring interactive digital displays to educate patients about joint anatomy\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-47cadfd elementor-widget elementor-widget-spacer\" data-id=\"47cadfd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\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 class=\"elementor-element elementor-element-08bbd33 elementor-widget elementor-widget-heading\" data-id=\"08bbd33\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Potential Benefits and Clinical Use Cases of Digital Twins<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8a727dd elementor-widget elementor-widget-text-editor\" data-id=\"8a727dd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>The growing use of digital twins in healthcare is reshaping how clinicians plan treatments, manage chronic conditions, and anticipate complications. One of the clearest advantages is improved personalised medicine. Because virtual patient models incorporate data unique to each patient, including imaging, biomarkers, comorbidities, lifestyle factors, and treatment history, clinicians can compare several therapeutic strategies without exposing the patient to unnecessary risk. This reduces the trial-and-error approach that often slows treatment optimisation, particularly in complex chronic conditions.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3111cdc elementor-widget elementor-widget-text-editor\" data-id=\"3111cdc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>In cardiology, for example, digital twin technology is being used to model cardiac function and predict how patients might respond to heart failure therapies or interventions for arrhythmias. These simulations, combined with predictive analytics in healthcare, help clinicians identify the most effective strategy earlier, potentially reducing hospital admissions and improving outcomes.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1722c14 elementor-widget elementor-widget-text-editor\" data-id=\"1722c14\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>In diabetes care, digital twins support more accurate glucose prediction and therapy adjustments, helping clinicians understand how medication changes may affect HbA1c levels over time. Early studies show meaningful improvements in glycaemic control when virtual patient models are integrated into routine care. <a href=\"https:\/\/link.springer.com\/article\/10.1007\/s13300-020-00931-w\" target=\"_blank\" rel=\"noopener\">*<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-85b43fe elementor-widget elementor-widget-text-editor\" data-id=\"85b43fe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>These benefits also extend to workflow efficiency. By providing clinicians with immediate insights from simulated scenarios, digital twins support faster decision-making, reduce unnecessary investigations, and help allocate resources more effectively. As healthcare technology continues to evolve, virtual patient models may become essential tools for enhancing safety, reducing variation in care, and supporting evidence-based clinical decisions.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-38d48af elementor-widget elementor-widget-menu-anchor\" data-id=\"38d48af\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"para3\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-630e3d2 elementor-widget elementor-widget-spacer\" data-id=\"630e3d2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\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 class=\"elementor-element elementor-element-46df362 elementor-widget elementor-widget-image\" data-id=\"46df362\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"422\" src=\"https:\/\/www.m3globalresearch.com\/blog\/wp-content\/uploads\/2025\/12\/AdobeStock_1222222455-1024x540.jpeg\" class=\"attachment-large size-large wp-image-165758\" alt=\"\" srcset=\"https:\/\/www.m3globalresearch.com\/blog\/wp-content\/uploads\/2025\/12\/AdobeStock_1222222455-1024x540.jpeg 1024w, https:\/\/www.m3globalresearch.com\/blog\/wp-content\/uploads\/2025\/12\/AdobeStock_1222222455-300x158.jpeg 300w, https:\/\/www.m3globalresearch.com\/blog\/wp-content\/uploads\/2025\/12\/AdobeStock_1222222455-768x405.jpeg 768w, https:\/\/www.m3globalresearch.com\/blog\/wp-content\/uploads\/2025\/12\/AdobeStock_1222222455-1536x810.jpeg 1536w, https:\/\/www.m3globalresearch.com\/blog\/wp-content\/uploads\/2025\/12\/AdobeStock_1222222455-2048x1080.jpeg 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e821bb2 elementor-widget elementor-widget-spacer\" data-id=\"e821bb2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\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 class=\"elementor-element elementor-element-4dcd4ee elementor-widget elementor-widget-heading\" data-id=\"4dcd4ee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Challenges to Adoption and Clinical Readiness<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d203d69 elementor-widget elementor-widget-text-editor\" data-id=\"d203d69\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>\u2022 <strong>Data quality and consistency<\/strong> &#8211; Virtual patient models depend on accurate, comprehensive data from EHRs, imaging, pathology, and wearables, but many healthcare systems still struggle with fragmented information and limited interoperability.<br \/>\u2022 <strong>Workflow integration challenges<\/strong> &#8211; For digital twins to be useful in clinical practice, they must integrate seamlessly into existing workflows without adding to clinicians\u2019 workload, something many current tools have yet to achieve.<br \/>\u2022 <strong>Cost and resource limitations<\/strong> &#8211; Implementing digital twin technology requires specialised technical expertise and long-term investment, which can be difficult for smaller organisations to support.<br \/>\u2022 <strong>Ethical and governance concerns<\/strong> &#8211; Data privacy, informed consent, and transparency of predictive algorithms remain significant considerations, especially as personalised medicine becomes more data-intensive.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1a5fe81 elementor-widget elementor-widget-text-editor\" data-id=\"1a5fe81\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Addressing these barriers will be essential to unlocking the full potential of digital twins and ensuring clinicians can use this healthcare technology with confidence and consistency. By tackling the challenges early, healthcare systems can create an environment where digital twins strengthen personalised medicine and support safer, more reliable decision-making.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-76329f5 elementor-widget elementor-widget-menu-anchor\" data-id=\"76329f5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"para4\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5238e96 elementor-widget elementor-widget-spacer\" data-id=\"5238e96\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\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 class=\"elementor-element elementor-element-14e650b elementor-widget elementor-widget-image\" data-id=\"14e650b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/www.m3globalresearch.com\/blog\/wp-content\/uploads\/2025\/12\/AdobeStock_1568419509-1024x576.jpeg\" class=\"attachment-large size-large wp-image-165760\" alt=\"\" srcset=\"https:\/\/www.m3globalresearch.com\/blog\/wp-content\/uploads\/2025\/12\/AdobeStock_1568419509-1024x576.jpeg 1024w, https:\/\/www.m3globalresearch.com\/blog\/wp-content\/uploads\/2025\/12\/AdobeStock_1568419509-300x169.jpeg 300w, https:\/\/www.m3globalresearch.com\/blog\/wp-content\/uploads\/2025\/12\/AdobeStock_1568419509-768x432.jpeg 768w, https:\/\/www.m3globalresearch.com\/blog\/wp-content\/uploads\/2025\/12\/AdobeStock_1568419509-1536x864.jpeg 1536w, https:\/\/www.m3globalresearch.com\/blog\/wp-content\/uploads\/2025\/12\/AdobeStock_1568419509-2048x1152.jpeg 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-34bd795 elementor-widget elementor-widget-spacer\" data-id=\"34bd795\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\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 class=\"elementor-element elementor-element-7dd4091 elementor-widget elementor-widget-heading\" data-id=\"7dd4091\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">How Clinicians View Digital Twin Adoption <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-29d7598 elementor-widget elementor-widget-text-editor\" data-id=\"29d7598\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>In our latest M3 Pulse, we asked 2581 physicians: How likely are you to adopt digital twin technology (virtual patient models) in your clinical practice in the next 5 years?<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1abdeab elementor-widget elementor-widget-text-editor\" data-id=\"1abdeab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>The largest group with 30% of physicians, reported they are somewhat likely to adopt digital twin technology in the next five years. Many in this group expressed interest but emphasised that adoption will depend on stronger evidence and practical access within their clinical settings.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9dce700 elementor-widget elementor-widget-text-editor\" data-id=\"9dce700\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Close behind, 29% said they are very likely to adopt the technology, noting clear potential to improve treatment planning, predict complications, and support personalised medicine. These clinicians foresee early but promising applications of the digital twin technology.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e1afc38 elementor-widget elementor-widget-text-editor\" data-id=\"e1afc38\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Meanwhile, 22% identified themselves as neutral, suggesting they are either unfamiliar with digital twins or unsure about how the technology fits into current clinical workflows. This highlights the need for clearer guidance and educational support around emerging healthcare technology tools.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4a01e71 elementor-widget elementor-widget-text-editor\" data-id=\"4a01e71\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>At the other end of the spectrum, only 3% said they are not at all likely to adopt digital twins, indicating strong resistance is relatively uncommon.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d2b0914 elementor-widget elementor-widget-text-editor\" data-id=\"d2b0914\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Overall, the findings reflect cautious but growing interest. Clinicians see clear potential in digital twins in healthcare, but wider adoption depends on trustworthy evidence, improved infrastructure, and smoother workflow integration.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3b543e1 e-flex e-con-boxed e-con e-parent\" data-id=\"3b543e1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-fe75d4f e-flex e-con-boxed e-con e-child\" data-id=\"fe75d4f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a40c5ec elementor-widget elementor-widget-spacer\" data-id=\"a40c5ec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\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 class=\"elementor-element elementor-element-4331343 elementor-widget elementor-widget-text-editor\" data-id=\"4331343\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><em>*Please select your language<\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-05b565c e-flex e-con-boxed e-con e-child\" data-id=\"05b565c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0e5fdc9 elementor-tabs-view-vertical elementor-widget elementor-widget-tabs\" data-id=\"0e5fdc9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tabs.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-tabs\">\n\t\t\t<div class=\"elementor-tabs-wrapper\" role=\"tablist\" >\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1501\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"true\" data-tab=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"elementor-tab-content-1501\" aria-expanded=\"false\">English<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1502\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1502\" aria-expanded=\"false\">Dansk<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1503\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"3\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1503\" aria-expanded=\"false\">Deutsch<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1504\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"4\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1504\" aria-expanded=\"false\">Espa\u00f1ol<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1505\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"5\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1505\" aria-expanded=\"false\">Fran\u00e7ais<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1506\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"6\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1506\" aria-expanded=\"false\">Italiano<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1507\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"7\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1507\" aria-expanded=\"false\">Nederlands<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1508\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"8\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1508\" aria-expanded=\"false\">Norsk<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1509\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"9\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1509\" aria-expanded=\"false\">Portugu\u00eas<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-15010\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"10\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-15010\" aria-expanded=\"false\">Suomi<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-15011\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"11\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-15011\" aria-expanded=\"false\">Svenska<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t<div class=\"elementor-tabs-content-wrapper\" role=\"tablist\" aria-orientation=\"vertical\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"true\" data-tab=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"elementor-tab-content-1501\" aria-expanded=\"false\">English<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1501\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1501\" tabindex=\"0\" hidden=\"false\"><p><img decoding=\"async\" class=\"aligncenter size-full wp-image-148601\" src=\"https:\/\/m3globalresearch.blog\/wp-content\/uploads\/2025\/12\/Pulse_Nov_M3-ENG-1.jpg\" alt=\"Discover how reflective practice in medicine and self-reflection in medical practice shape better physicians as our panel shares insights from their first medical case paper in the latest M3 Pulse.\" width=\"1080\" height=\"2160\" \/><\/p><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1502\" aria-expanded=\"false\">Dansk<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1502\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1502\" tabindex=\"0\" hidden=\"hidden\"><p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-148601\" src=\"https:\/\/m3globalresearch.blog\/wp-content\/uploads\/2025\/12\/Pulse_Nov_M3-DAN.jpg\" alt=\"Discover how reflective practice in medicine and self-reflection in medical practice shape better physicians as our panel shares insights from their first medical case paper in the latest M3 Pulse.\" width=\"1080\" height=\"2160\" \/><\/p><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"3\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1503\" aria-expanded=\"false\">Deutsch<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1503\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1503\" tabindex=\"0\" hidden=\"hidden\"><p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-148601\" src=\"https:\/\/m3globalresearch.blog\/wp-content\/uploads\/2025\/12\/Pulse_Nov_M3-DEU.jpg\" alt=\"Erfahren Sie, wie reflektierende Praxis in der Medizin und Selbstreflexion in der \u00e4rztlichen Praxis bessere \u00c4rzte hervorbringen, w\u00e4hrend unser Expertengremium in der neuesten Ausgabe von M3 Pulse Einblicke in seinen ersten medizinischen Fallbericht gibt.\" width=\"1080\" height=\"2160\" \/><\/p><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"4\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1504\" aria-expanded=\"false\">Espa\u00f1ol<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1504\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1504\" tabindex=\"0\" hidden=\"hidden\"><p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-148601\" src=\"https:\/\/m3globalresearch.blog\/wp-content\/uploads\/2025\/12\/Pulse_Nov_M3-ESP-1.jpg\" alt=\"Descubra c\u00f3mo la pr\u00e1ctica reflexiva en medicina y la autorreflexi\u00f3n en la pr\u00e1ctica m\u00e9dica forman mejores m\u00e9dicos, mientras nuestro panel comparte ideas de su primer caso cl\u00ednico en el \u00faltimo n\u00famero de M3 Pulse.\" width=\"1080\" height=\"2160\" \/><\/p><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"5\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1505\" aria-expanded=\"false\">Fran\u00e7ais<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1505\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1505\" tabindex=\"0\" hidden=\"hidden\"><p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-148601\" src=\"https:\/\/m3globalresearch.blog\/wp-content\/uploads\/2025\/12\/Pulse_Nov_M3-FRA-1.jpg\" alt=\"D\u00e9couvrez comment la pratique r\u00e9flexive en m\u00e9decine et l'autor\u00e9flexion dans la pratique m\u00e9dicale contribuent \u00e0 former de meilleurs m\u00e9decins, gr\u00e2ce aux t\u00e9moignages de nos experts tir\u00e9s de leur premier cas clinique dans le dernier num\u00e9ro de M3 Pulse.\" width=\"1080\" height=\"2160\" \/><\/p><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"6\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1506\" aria-expanded=\"false\">Italiano<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1506\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"6\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1506\" tabindex=\"0\" hidden=\"hidden\"><p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-148601\" src=\"https:\/\/m3globalresearch.blog\/wp-content\/uploads\/2025\/12\/Pulse_Nov_M3-ITA-1.jpg\" alt=\"Scopri come la pratica riflessiva in medicina e l'auto-riflessione nella pratica medica forgiano medici migliori, mentre il nostro panel condivide approfondimenti tratti dal suo primo caso clinico medico nell'ultimo numero di M3 Pulse.\" width=\"1080\" height=\"2160\" \/><br \/>\/&gt;<\/p><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"7\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1507\" aria-expanded=\"false\">Nederlands<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1507\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"7\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1507\" tabindex=\"0\" hidden=\"hidden\"><p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-148601\" src=\"https:\/\/m3globalresearch.blog\/wp-content\/uploads\/2025\/12\/Pulse_Nov_M3-DUT-1.jpg\" alt=\"Discover how reflective practice in medicine and self-reflection in medical practice shape better physicians as our panel shares insights from their first medical case paper in the latest M3 Pulse.\" width=\"1080\" height=\"2160\" \/><\/p><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"8\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1508\" aria-expanded=\"false\">Norsk<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1508\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"8\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1508\" tabindex=\"0\" hidden=\"hidden\"><p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-148601\" src=\"https:\/\/m3globalresearch.blog\/wp-content\/uploads\/2025\/12\/Pulse_Nov_M3-NOR-1.jpg\" alt=\"Discover how reflective practice in medicine and self-reflection in medical practice shape better physicians as our panel shares insights from their first medical case paper in the latest M3 Pulse.\" width=\"1080\" height=\"2160\" \/><\/p><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"9\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1509\" aria-expanded=\"false\">Portugu\u00eas<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1509\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"9\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1509\" tabindex=\"0\" hidden=\"hidden\"><p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-148601\" src=\"https:\/\/m3globalresearch.blog\/wp-content\/uploads\/2025\/12\/Pulse_Nov_M3-PT-1.jpg\" alt=\"Descubra como a pr\u00e1tica reflexiva na medicina e a autorreflex\u00e3o na pr\u00e1tica m\u00e9dica moldam melhores m\u00e9dicos, enquanto nosso painel compartilha insights de seu primeiro artigo de caso m\u00e9dico na mais recente edi\u00e7\u00e3o do M3 Pulse.\" width=\"1080\" height=\"2160\" \/><\/p><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"10\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-15010\" aria-expanded=\"false\">Suomi<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-15010\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"10\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-15010\" tabindex=\"0\" hidden=\"hidden\"><p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-148601\" src=\"https:\/\/m3globalresearch.blog\/wp-content\/uploads\/2025\/12\/Pulse_Nov_M3-FIN-1.jpg\" alt=\"Discover how reflective practice in medicine and self-reflection in medical practice shape better physicians as our panel shares insights from their first medical case paper in the latest M3 Pulse.\" width=\"1080\" height=\"2160\" \/><\/p><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"11\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-15011\" aria-expanded=\"false\">Svenska<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-15011\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"11\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-15011\" tabindex=\"0\" hidden=\"hidden\"><p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-148601\" src=\"https:\/\/m3globalresearch.blog\/wp-content\/uploads\/2025\/12\/Pulse_Nov_M3-SWE-1.jpg\" alt=\"Discover how reflective practice in medicine and self-reflection in medical practice shape better physicians as our panel shares insights from their first medical case paper in the latest M3 Pulse.\" width=\"1080\" height=\"2160\" \/><\/p><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-917abd3 elementor-blockquote--skin-border elementor-widget elementor-widget-blockquote\" data-id=\"917abd3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"blockquote.default\">\n\t\t\t\t\t\t\t<blockquote class=\"elementor-blockquote\">\n\t\t\t<p class=\"elementor-blockquote__content\">\n\t\t\t\tM3 Pulse is a one-question online survey we conduct every month with our M3 panel members. It\u00b4s a fun and easy way to share your opinions about trending healthcare topics, like the shortage of physicians, with healthcare professionals worldwide. If you want to participate in this month\u00b4s M3 Pulse,  register and join the M3 panel today.\t\t\t<\/p>\n\t\t\t\t\t<\/blockquote>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7f58e62 elementor-widget elementor-widget-menu-anchor\" data-id=\"7f58e62\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"para5\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0b625e0 elementor-widget elementor-widget-spacer\" data-id=\"0b625e0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\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 class=\"elementor-element elementor-element-2fe800b elementor-widget elementor-widget-image\" data-id=\"2fe800b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.m3globalresearch.com\/blog\/wp-content\/uploads\/2025\/12\/AdobeStock_1048343944-scaled.jpeg\" title=\"A cutting edge 3D rendered medical consultation room featuring advanced holographic displays of real time patient data and health monitoring systems\" alt=\"A cutting edge 3D rendered medical consultation room featuring advanced holographic displays of real time patient data and health monitoring systems\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4617dac elementor-widget elementor-widget-spacer\" data-id=\"4617dac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\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 class=\"elementor-element elementor-element-48cc264 elementor-widget elementor-widget-heading\" data-id=\"48cc264\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Future Outlook for Digital Twins in Healthcare and Personalised Medicine<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f0fddff elementor-widget elementor-widget-text-editor\" data-id=\"f0fddff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>The future of digital twins in healthcare points towards higher-precision care and more robust virtual patient models. As data infrastructure improves, digital twin technology may evolve into fully dynamic systems that update continuously, helping clinicians anticipate deterioration earlier and personalise interventions more effectively.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bf70940 elementor-widget elementor-widget-text-editor\" data-id=\"bf70940\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>AI-driven simulation tools and predictive analytics in healthcare are expected to strengthen the predictive power of digital twins, enhancing everything from treatment optimisation to pre-operative planning. These advancements align closely with the broader shift towards personalised medicine, where decisions are informed by each patient\u2019s unique biology, lifestyle, and risk profile.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-740f2d8 elementor-widget elementor-widget-text-editor\" data-id=\"740f2d8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>As hospitals continue to invest in advanced healthcare technology, the integration of digital twins is likely to expand across new specialities, enabling safer, faster, and more tailored clinical decisions.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4a8cbf6 elementor-widget elementor-widget-text-editor\" data-id=\"4a8cbf6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>What\u2019s your take on digital twins in healthcare? Share your views in the comments below and tell us where you believe this technology will have the greatest clinical impact.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6f4f09f elementor-widget elementor-widget-spacer\" data-id=\"6f4f09f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\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 class=\"elementor-element elementor-element-5785519 elementor-widget elementor-widget-spacer\" data-id=\"5785519\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\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 class=\"elementor-element elementor-element-901ce27 elementor-share-buttons--view-icon elementor-share-buttons--skin-minimal elementor-share-buttons--shape-circle elementor-share-buttons--color-custom elementor-grid-0 elementor-widget elementor-widget-share-buttons\" data-id=\"901ce27\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"share-buttons.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-grid\" role=\"list\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_email\" role=\"button\" tabindex=\"0\" aria-label=\"Share on email\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-envelope\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M502.3 190.8c3.9-3.1 9.7-.2 9.7 4.7V400c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V195.6c0-5 5.7-7.8 9.7-4.7 22.4 17.4 52.1 39.5 154.1 113.6 21.1 15.4 56.7 47.8 92.2 47.6 35.7.3 72-32.8 92.3-47.6 102-74.1 131.6-96.3 154-113.7zM256 320c23.2.4 56.6-29.2 73.4-41.4 132.7-96.3 142.8-104.7 173.4-128.7 5.8-4.5 9.2-11.5 9.2-18.9v-19c0-26.5-21.5-48-48-48H48C21.5 64 0 85.5 0 112v19c0 7.4 3.4 14.3 9.2 18.9 30.6 23.9 40.7 32.4 173.4 128.7 16.8 12.2 50.2 41.8 73.4 41.4z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_whatsapp\" role=\"button\" tabindex=\"0\" aria-label=\"Share on whatsapp\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fab-whatsapp\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M380.9 97.1C339 55.1 283.2 32 223.9 32c-122.4 0-222 99.6-222 222 0 39.1 10.2 77.3 29.6 111L0 480l117.7-30.9c32.4 17.7 68.9 27 106.1 27h.1c122.3 0 224.1-99.6 224.1-222 0-59.3-25.2-115-67.1-157zm-157 341.6c-33.2 0-65.7-8.9-94-25.7l-6.7-4-69.8 18.3L72 359.2l-4.4-7c-18.5-29.4-28.2-63.3-28.2-98.2 0-101.7 82.8-184.5 184.6-184.5 49.3 0 95.6 19.2 130.4 54.1 34.8 34.9 56.2 81.2 56.1 130.5 0 101.8-84.9 184.6-186.6 184.6zm101.2-138.2c-5.5-2.8-32.8-16.2-37.9-18-5.1-1.9-8.8-2.8-12.5 2.8-3.7 5.6-14.3 18-17.6 21.8-3.2 3.7-6.5 4.2-12 1.4-32.6-16.3-54-29.1-75.5-66-5.7-9.8 5.7-9.1 16.3-30.3 1.8-3.7.9-6.9-.5-9.7-1.4-2.8-12.5-30.1-17.1-41.2-4.5-10.8-9.1-9.3-12.5-9.5-3.2-.2-6.9-.2-10.6-.2-3.7 0-9.7 1.4-14.8 6.9-5.1 5.6-19.4 19-19.4 46.3 0 27.3 19.9 53.7 22.6 57.4 2.8 3.7 39.1 59.7 94.8 83.8 35.2 15.2 49 16.5 66.6 13.9 10.7-1.6 32.8-13.4 37.4-26.4 4.6-13 4.6-24.1 3.2-26.4-1.3-2.5-5-3.9-10.5-6.6z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_linkedin\" role=\"button\" tabindex=\"0\" aria-label=\"Share on linkedin\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fab-linkedin\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 32H31.9C14.3 32 0 46.5 0 64.3v383.4C0 465.5 14.3 480 31.9 480H416c17.6 0 32-14.5 32-32.3V64.3c0-17.8-14.4-32.3-32-32.3zM135.4 416H69V202.2h66.5V416zm-33.2-243c-21.3 0-38.5-17.3-38.5-38.5S80.9 96 102.2 96c21.2 0 38.5 17.3 38.5 38.5 0 21.3-17.2 38.5-38.5 38.5zm282.1 243h-66.4V312c0-24.8-.5-56.7-34.5-56.7-34.6 0-39.9 27-39.9 54.9V416h-66.4V202.2h63.7v29.2h.9c8.9-16.8 30.6-34.5 62.9-34.5 67.2 0 79.7 44.3 79.7 101.9V416z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_facebook\" role=\"button\" tabindex=\"0\" aria-label=\"Share on facebook\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fab-facebook\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M504 256C504 119 393 8 256 8S8 119 8 256c0 123.78 90.69 226.38 209.25 245V327.69h-63V256h63v-54.64c0-62.15 37-96.48 93.67-96.48 27.14 0 55.52 4.84 55.52 4.84v61h-31.28c-30.8 0-40.41 19.12-40.41 38.73V256h68.78l-11 71.69h-57.78V501C413.31 482.38 504 379.78 504 256z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_twitter\" role=\"button\" tabindex=\"0\" aria-label=\"Share on twitter\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fab-twitter\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M459.37 151.716c.325 4.548.325 9.097.325 13.645 0 138.72-105.583 298.558-298.558 298.558-59.452 0-114.68-17.219-161.137-47.106 8.447.974 16.568 1.299 25.34 1.299 49.055 0 94.213-16.568 130.274-44.832-46.132-.975-84.792-31.188-98.112-72.772 6.498.974 12.995 1.624 19.818 1.624 9.421 0 18.843-1.3 27.614-3.573-48.081-9.747-84.143-51.98-84.143-102.985v-1.299c13.969 7.797 30.214 12.67 47.431 13.319-28.264-18.843-46.781-51.005-46.781-87.391 0-19.492 5.197-37.36 14.294-52.954 51.655 63.675 129.3 105.258 216.365 109.807-1.624-7.797-2.599-15.918-2.599-24.04 0-57.828 46.782-104.934 104.934-104.934 30.213 0 57.502 12.67 76.67 33.137 23.715-4.548 46.456-13.32 66.599-25.34-7.798 24.366-24.366 44.833-46.132 57.827 21.117-2.273 41.584-8.122 60.426-16.243-14.292 20.791-32.161 39.308-52.628 54.253z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_pinterest\" role=\"button\" tabindex=\"0\" aria-label=\"Share on pinterest\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fab-pinterest\" viewBox=\"0 0 496 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M496 256c0 137-111 248-248 248-25.6 0-50.2-3.9-73.4-11.1 10.1-16.5 25.2-43.5 30.8-65 3-11.6 15.4-59 15.4-59 8.1 15.4 31.7 28.5 56.8 28.5 74.8 0 128.7-68.8 128.7-154.3 0-81.9-66.9-143.2-152.9-143.2-107 0-163.9 71.8-163.9 150.1 0 36.4 19.4 81.7 50.3 96.1 4.7 2.2 7.2 1.2 8.3-3.3.8-3.4 5-20.3 6.9-28.1.6-2.5.3-4.7-1.7-7.1-10.1-12.5-18.3-35.3-18.3-56.6 0-54.7 41.4-107.6 112-107.6 60.9 0 103.6 41.5 103.6 100.9 0 67.1-33.9 113.6-78 113.6-24.3 0-42.6-20.1-36.7-44.8 7-29.5 20.5-61.3 20.5-82.6 0-19-10.2-34.9-31.4-34.9-24.9 0-44.9 25.7-44.9 60.2 0 22 7.4 36.8 7.4 36.8s-24.5 103.8-29 123.2c-5 21.4-3 51.6-.9 71.2C65.4 450.9 0 361.1 0 256 0 119 111 8 248 8s248 111 248 248z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_xing\" role=\"button\" tabindex=\"0\" aria-label=\"Share on xing\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fab-xing\" viewBox=\"0 0 384 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M162.7 210c-1.8 3.3-25.2 44.4-70.1 123.5-4.9 8.3-10.8 12.5-17.7 12.5H9.8c-7.7 0-12.1-7.5-8.5-14.4l69-121.3c.2 0 .2-.1 0-.3l-43.9-75.6c-4.3-7.8.3-14.1 8.5-14.1H100c7.3 0 13.3 4.1 18 12.2l44.7 77.5zM382.6 46.1l-144 253v.3L330.2 466c3.9 7.1.2 14.1-8.5 14.1h-65.2c-7.6 0-13.6-4-18-12.2l-92.4-168.5c3.3-5.8 51.5-90.8 144.8-255.2 4.6-8.1 10.4-12.2 17.5-12.2h65.7c8 0 12.3 6.7 8.5 14.1z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5fb6cd3 elementor-widget elementor-widget-spacer\" data-id=\"5fb6cd3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-5aae822 e-flex e-con-boxed e-con e-parent\" data-id=\"5aae822\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-0a83c3a e-flex e-con-boxed e-con e-child\" data-id=\"0a83c3a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-b9905bd e-con-full e-flex e-con e-child\" data-id=\"b9905bd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-463899e elementor-widget elementor-widget-spacer\" data-id=\"463899e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\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<div class=\"elementor-element elementor-element-3ea27b8 e-flex e-con-boxed e-con e-child\" data-id=\"3ea27b8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a59d85b elementor-widget elementor-widget-heading\" data-id=\"a59d85b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Join the M3 Panel<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-244ffd7 elementor-widget elementor-widget-text-editor\" data-id=\"244ffd7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Would you like to be rewarded for your medical expertise? Join M3 today and share your opinion<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-68139bd e-flex e-con-boxed e-con e-child\" data-id=\"68139bd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-16ba38b elementor-widget elementor-widget-spacer\" data-id=\"16ba38b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d53cef1 e-flex e-con-boxed e-con e-parent\" data-id=\"d53cef1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div 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<\/h3>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>Digital twin technology is becoming a practical reality in modern healthcare.<br \/>\nDiscover how likely clinicians are to adopt digital twin technology. <\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":165755,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[2934],"tags":[8268,3299,1871],"class_list":["post-165723","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-monthly-pulse","tag-digital-twins","tag-healthcare-technology","tag-m3-pulse"],"yoast_head":"<!-- This site is optimized with the 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