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The Case for Radical Transparency in Modern CRO/Service Provider Partnerships
Transparent clinical operations have become a defining differentiator for high-performing contract research organizations. Yet many medical device and wearable developers still encounter opaque decision-making, limited protocol visibility, and communication gaps that slow execution and create unnecessary regulatory friction. The result is predictable: CRO risk mitigation becomes reactive instead of proactive , and promising technologies reach the FDA or CE mark later than the
Dec 12, 20253 min read
Trust Through Verification: What the AMA Validated Device List Means for Blood Pressure Devices
Why Verification Matters in BP Devices Blood pressure (BP) measurement is a foundation of cardiovascular care. But not all BP devices are created equal — increasingly, clinicians and patients recognize that a blood pressure reading is only useful if it’s accurate. To address market confusion around which BP monitors are reliable, the American Medical Association (AMA) introduced the Validated Device Listing (VDL) . The VDL is a free resource that helps clinicians, health
Oct 30, 20254 min read


Unmasking Occult Hypoxemia: Lessons from COVID-19 for Device Validation and Inclusive Monitoring
The Hidden Measurement Problem Behind COVID-19 Hypoxia During the height of the COVID-19 pandemic, clinicians encountered a puzzling trend: individuals with dangerously low arterial oxygen levels often appeared clinically stable and comfortable. While “silent” or “happy” hypoxia drew headlines, an equally critical issue— occult hypoxemia —posed a more subtle risk. Occult hypoxemia occurs when pulse oximetry readings overestimate true arterial oxygen saturation (SaO₂), mas
Oct 28, 20253 min read


Beyond the Surface: Pulse Oximetry Accuracy in Darkly Pigmented Skin Tones
A Persistent Problem Hidden in Plain Sight For decades, pulse oximetry has served as a cornerstone of clinical monitoring—offering a quick, noninvasive estimate of blood oxygen saturation (SpO₂). Yet, the COVID-19 pandemic exposed a long-standing and underappreciated flaw: pulse oximeters can overestimate oxygen levels in individuals with darker skin pigmentation . Inaccurate SpO₂ readings may mask hypoxemia , delay treatment decisions, and contribute to existing health di
Oct 21, 20253 min read


Why Data Quality Matters: Choosing the Right Clinical Research Service Provider
In clinical research for medical devices and wearable technologies, data quality is everything . Regulatory clearance depends not just on whether a study was conducted, but on whether the data generated is regulator-ready, reproducible, and scientifically defensible . Yet not all Service Providers (formally known as Clinical Research Organizations (CROs)) bring the same level of expertise, infrastructure, or dedicated staff to ensure that outcome. Sponsors sometimes face a d
Oct 17, 20253 min read
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