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generation.",[716],{"__typename":78,"id":702,"size":419,"link":26,"controls":80,"autoPlay":80,"image":703},{"__typename":29,"id":286,"top":30,"middleAlignment":523,"middleClasses":26,"middleGrid":718,"bottom":30},[719,757],{"body":720},{"value":721,"blocks":728},{"schema":14,"document":722},{"type":16,"children":723},[724,726],{"item":725,"type":20},"QjioGFyrSVCjdeFWoXaysg",{"item":727,"type":20},"ZqRBlBZdQPywR6noKmpNQw",[729,739],{"__typename":65,"id":725,"numberOfColumns":66,"centered":80,"fontSize":434,"body":730},{"value":731,"blocks":738},{"schema":14,"document":732},{"type":16,"children":733},[734],{"type":326,"level":327,"children":735},[736],{"type":25,"value":737},"RWE Network case study",[],{"__typename":65,"id":727,"numberOfColumns":66,"centered":80,"fontSize":26,"body":740},{"value":741,"blocks":755},{"schema":14,"document":742},{"type":16,"children":743},[744,748],{"type":22,"children":745},[746],{"type":25,"value":747},"Our federated computing product powers multi-site data networks for real-world clinical research. One example is a neuroscience data network built to study disease progression using real-world patient data.\nThe network connects data from multiple hospitals across more than 50,000 patients, including EHR, imaging, and other patient-level data.\nUsing our federated computing product, pharma teams run statistical analyses, machine learning, and imaging AI directly at each site, without moving patient-level data.\nThis enables cross-site studies on real-world patient data while meeting strict data protection and governance requirements.",{"type":22,"children":749},[750],{"__typename":751,"id":752,"label":753,"link":754,"outlined":150,"inline":150},"BlockButtonRecord","FCfqzNW6SLWIEeb9CsXAXQ","Access the paper","https:\u002F\u002Fwww.frontiersin.org\u002Fjournals\u002Fneurology\u002Farticles\u002F10.3389\u002Ffneur.2025.1620469\u002Ffull",[756],{"__typename":751,"id":752,"label":753,"link":754,"outlined":150},{"body":758},{"value":759,"blocks":764},{"schema":14,"document":760},{"type":16,"children":761},[762],{"item":763,"type":20},"UAYmGFhpRQukKSyrvSX_6g",[765],{"__typename":78,"id":763,"size":79,"link":26,"controls":80,"autoPlay":80,"image":766},{"responsiveImage":767,"height":770,"width":771,"format":772,"url":773,"alt":30},{"srcSet":768,"webpSrcSet":769,"alt":30},"https:\u002F\u002Fwww.datocms-assets.com\u002F77111\u002F1776852727-image.png?dpr=0.25&fit=fill&max-h=400&max-w=640000 390w,https:\u002F\u002Fwww.datocms-assets.com\u002F77111\u002F1776852727-image.png?dpr=0.5&fit=fill&max-h=800&max-w=1280000 780w,https:\u002F\u002Fwww.datocms-assets.com\u002F77111\u002F1776852727-image.png?dpr=0.75&fit=fill&max-h=1200&max-w=1920000 1170w,https:\u002F\u002Fwww.datocms-assets.com\u002F77111\u002F1776852727-image.png?fit=fill&max-h=1600&max-w=1600 1560w","https:\u002F\u002Fwww.datocms-assets.com\u002F77111\u002F1776852727-image.png?dpr=0.25&fit=fill&fm=webp&max-h=400&max-w=640000 390w,https:\u002F\u002Fwww.datocms-assets.com\u002F77111\u002F1776852727-image.png?dpr=0.5&fit=fill&fm=webp&max-h=800&max-w=1280000 780w,https:\u002F\u002Fwww.datocms-assets.com\u002F77111\u002F1776852727-image.png?dpr=0.75&fit=fill&fm=webp&max-h=1200&max-w=1920000 1170w,https:\u002F\u002Fwww.datocms-assets.com\u002F77111\u002F1776852727-image.png?fit=fill&fm=webp&max-h=1600&max-w=1600 1560w",1503,1560,"png","https:\u002F\u002Fwww.datocms-assets.com\u002F77111\u002F1776852727-image.png",{"__typename":775,"id":288,"title":26,"description":26,"image":30,"mobileImage":30,"items":776},"SectionTestimonialRecord",[777],{"author":778,"category":26,"company":779,"quote":780,"link":26,"authorImage":781,"logos":787},"Steven Kundrot","Chief Operating Officer, TriNetX","Working in partnership with Apheris adds new data analytics capabilities within the TriNetX industry leading global federated real‑world data network. This makes it possible to support a broader range of global advanced analytics and machine learning workflows on site-held patient data while maintaining privacy-preserving computational governance. 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Only approved computations are executed locally, and only controlled outputs are shared. This allows collaboration across institutions while aligning with GDPR and site governance requirements.",{"Question":824,"Answer":825},"Do sites need to move or share patient data?","No. Data stays within each hospital or partner environment. Analysis runs where the data resides, so there is no need to transfer or pool sensitive data.",{"Question":827,"Answer":828},"How is this different from data platforms or TREs?","Traditional platforms rely on centralizing or aggregating data. A federated network runs analysis across sites, enabling access to raw data without moving it.",{"Question":830,"Answer":831},"How much effort is required to set up a network?","The infrastructure and governance are deployed once per collaboration. After that, new studies can run without repeating approvals, contracts, and technical setup for each site.",{"Question":833,"Answer":834},"What types of analyses can be run?","Statistical analysis, machine learning and AI workflows can be executed across sites, including work on multi-modal data such as EHR, imaging, registries, and genomics datasets.",{"Question":836,"Answer":837},"How do you achieve a smooth experience and facilitate approvals for clinical sites?","Privacy and governance are addressed upfront through the federated architecture, with clear rules on what analyses can run on which data. Infrastructure and governance are deployed once per collaboration, reducing the need for repeated approvals and setup for each study. Sites keep control of their data, which simplifies participation and reduces workload across clinical, IT, and legal teams.",[],{"__typename":29,"id":292,"top":30,"middleAlignment":523,"middleClasses":840,"middleGrid":841,"bottom":30},"form-background",[842,880],{"body":843},{"value":844,"blocks":853},{"schema":14,"document":845},{"type":16,"children":846},[847,849,851],{"item":848,"type":20},"CrtqoKkWSYWo9ZQgXkEYaQ",{"item":850,"type":20},"WrNYyTFOS3yZ1tMZEvkqpA",{"item":852,"type":20},"WpsyxIHrRlunKCOmE3hHlA",[854,860,870],{"__typename":78,"id":848,"size":79,"link":26,"controls":80,"autoPlay":80,"image":855},{"responsiveImage":30,"height":856,"width":857,"format":84,"url":858,"alt":859},203,420,"https:\u002F\u002Fwww.datocms-assets.com\u002F77111\u002F1761305170-form-submission-visual.svg","Form submission visual",{"__typename":65,"id":850,"numberOfColumns":66,"centered":150,"fontSize":26,"body":861},{"value":862,"blocks":869},{"schema":14,"document":863},{"type":16,"children":864},[865],{"type":326,"level":327,"children":866},[867],{"type":25,"value":868},"Interested in building your RWE Network?",[],{"__typename":65,"id":852,"numberOfColumns":66,"centered":150,"fontSize":26,"body":871},{"value":872,"blocks":879},{"schema":14,"document":873},{"type":16,"children":874},[875],{"type":22,"children":876},[877],{"type":25,"value":878},"Speak with us about your setting.",[],{"body":881},{"value":882,"blocks":887},{"schema":14,"document":883},{"type":16,"children":884},[885],{"item":886,"type":20},"eQ4Lqzo5QM6x_crVHMkG6Q",[888],{"__typename":96,"id":886,"hubspotFormId":889,"hubspotPortalId":98,"formFieldsList":890},"f1f56661-c3ca-4b28-a785-2479676607e4",[891,894,897,900,904],{"hubspotFieldName":101,"label":102,"fieldType":103,"rules":892},[893],{"formRule":106},{"hubspotFieldName":108,"label":109,"fieldType":103,"rules":895},[896],{"formRule":106},{"hubspotFieldName":113,"label":114,"fieldType":103,"rules":898},[899],{"formRule":113},{"hubspotFieldName":118,"label":901,"fieldType":103,"rules":902},"Company name",[903],{"formRule":106},{"hubspotFieldName":123,"label":124,"fieldType":125,"rules":905},[],1776862032087]