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Real4Reg Partners’ Participation in Key Events: a Brief Recap of 2025
As 2025 has come to an end, now is the perfect time to summarise Real4Reg’s journey throughout the year. The third project year was marked by important conference and workshop participations, spreading Real4Reg’s mission, proposed goals and obtained results.
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Bridging the Gender Gap in Healthcare: The Transformative Potential of RWE and AI for Women’s Safety and Access to Medicines
Historically, women have been underrepresented in clinical trials due to concerns over potential impacts on reproductive health or due to perceived hormonal variability complicating study results. This has resulted in a critical lack of data on how conditions manifest differently in women or how pharmaceuticals behave in female physiology. Consequently, medical devices are often designed…
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Machine learning on sensitive data
Real-world data with machine learning Machine learning (ML) has become widely used in all sectors of industry and academia. Succinctly, ML consists of a set of tools for solving computationally ill-posed problems in Statistics and Probability, particularly those arising in statistical inference. With the term “learning” it is meant that statistical associations between a set…