Digital Biomarkers: Transforming Healthcare Through Continuous and Real-World Monitoring

Digital biomarkers are revolutionizing the way healthcare professionals and researchers monitor, diagnose, and treat diseases. Enabled by digital technologies, these biomarkers provide objective, quantifiable physiological and behavioral data collected through connected devices such as smartphones, wearables, and sensors. Unlike traditional biomarkers, which rely on laboratory tests or imaging, digital biomarkers enable continuous, real-world monitoring, offering… Continue reading Digital Biomarkers: Transforming Healthcare Through Continuous and Real-World Monitoring

To RCT or not to RCT?

While interventional, randomized double blind placebo-controlled studies are the gold standard used to assess efficacy of interventions [1], answering other scientific questions does not necessarily require an active intervention. My point is not to dis experimental studies in any way, as experimental studies are considered to be more reliable than observational studies because the process… Continue reading To RCT or not to RCT?

Transportability in Real-World Evidence (RWE) Research: Regulatory Considerations

What is Transportability in RWE?Transportability in Real-World Evidence (RWE) research refers to the ability to extend findings from one study population to a different, but related, population. This concept is critical when evaluating whether treatment effects observed in one geographical region, healthcare system, or patient cohort could be generalized to another population with different demographic,… Continue reading Transportability in Real-World Evidence (RWE) Research: Regulatory Considerations

AI-Driven Protocol Digitalization: Reshaping Clinical Research

The integration of artificial intelligence (AI) into clinical trial protocol digitalization is transforming key aspects of drug development. By applying analytical and predictive AI, there is the potential to design smarter, more efficient protocols, ensuring greater precision in endpoint definition, improved compliance, and reduced trial timelines.   This article explores some of the applications AI… Continue reading AI-Driven Protocol Digitalization: Reshaping Clinical Research

EMA's Strategic Initiatives for Addressing Unmet Medical Needs

An unmet need in healthcare refers to a gap where current medical knowledge, treatments, or healthcare services do not adequately address a particular condition, disease, or health issue. These unmet needs can arise in various aspects of healthcare, such as the availability of effective treatments, access to healthcare services, or the ability to diagnose and… Continue reading EMA's Strategic Initiatives for Addressing Unmet Medical Needs