REAL-WORLD DATA (RWD) / REAL-WORD EVIDENCE (RWE) INSIGHTS
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![cybersecurity, AI validation, digital data verification-GettyImages-2212418573]( "Why Clinical AI Validation Needs Portability Testing Beyond A Single Accuracy Score")
Why Clinical AI Validation Needs Portability Testing Beyond A Single Accuracy ScoreA peer-reviewed study on voice AI and depression screening shows why demographic portability testing matters before deploying clinical AI tools.
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![Business solutions, problems found, problem solving-GettyImages-2221582544]( "The Synchronization Problem Clinical Research Isn't Watching")
The Synchronization Problem Clinical Research Isn't WatchingWhy timestamp drift between wearable sensors quietly undermines decentralized trial data, and why almost no one is asking about it.
RWD/RWE VIDEOS
AI and connected data are reducing delays and complexity in clinical development — when paired with strong data foundations, smarter workflows, and human‑centered change.
Beth Harper explains why the real problem is broader than eSource and why sponsors should integrate around the systems sites already use.
Rosie Filling says sponsors should stop guessing and ask sites what tech they use so teams can design with sites, not just for them.
Joe Dustin shows why custom integrations do not scale and why standards are essential for efficiently connecting many sites.
RWD/RWE RESOURCES
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![GettyImages-1219551222-Patient-Person-Recruitment-Select]( "Dysfunctions Of Clinical Trial Vendor Selection And Overcoming Them")
Dysfunctions Of Clinical Trial Vendor Selection And Overcoming ThemVendor selection often fails due to five common dysfunctions. Identifying and addressing them early improves alignment, trust, and trial performance—avoiding costly delays.
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![Global communication-GettyImages-1064982786]( "Unlocking Real-World Insights For Transformative Clinical Outcomes")
Unlocking Real-World Insights For Transformative Clinical OutcomesTap into a diverse, tokenized real-world dataset covering over 300 million U.S. lives and utilize longitudinal transaction-level patient data and live test/biomarker results.
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![GettyImages-944464752 research, teamwork, collaboration]( "ISPOR 2024-2025 Top 10 HEOR Trends")
ISPOR 2024-2025 Top 10 HEOR TrendsThis report outlines ten defining HEOR trends influencing global health decision-making.
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![GettyImages-1418357455 data]( "A Few Clicks And Done: Automating EDC Data Entry")
A Few Clicks And Done: Automating EDC Data EntryA novel solution has emerged to tackle the inefficiency and errors in manual data re-entry during clinical trials, streamlining data entry, eliminate application switching, and benefit all stakeholders.
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![GettyImages-1356381571 world data]( "Using RWE To Get To Insights And Action — Faster")
Using RWE To Get To Insights And Action — FasterDelve into three examples that vividly showcase the formidable power of real-world evidence from the early stages of drug development through clinical trials and commercialization.
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Optimizing Integrated Registries
Integrated registries are vital to understanding disease progression, but effective integration requires a combination of data science, technical expertise, and IT architecture supporting real-world evidence generation.
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![GettyImages-1010593510 data]( "DTx Company Leverages Real-World Evidence Platform In Registry Study")
DTx Company Leverages Real-World Evidence Platform In Registry StudyDiscover how Castor’s eClinical system enabled a groundbreaking study in behavioral disorder treatment to collect Real-World Evidence (RWE) to support product research and claims.
