@Matthew_Ahmadi_ , @NKoemel latest work demonstrates the capacity of machine learning to harmoniously classify activities between wrist- and thigh-worn devices. They achieved >90% classification accuracy; a key step toward combining studies! See more:⌚️link.springer.com/article/10.118…
ProPASS Consortium
@ProPASSconsort
Prospective Physical Activity, Sitting & Sleep Consortium: Pooling thigh-worn accelerometry studies to quantify how movement & posture impact adult health
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4/4🚀Finally, this editorial shares the consortium’s first scientific outputs, lessons learned and our near future, including a major expansion into clinical studies: ClinPASS. ProPASS is poised to shape future guidelines, prevention strategies and precision approaches @BJSM_BMJ
3/4 🔬The consortium is also leading innovation: Building the foundations for the next generation of wearable research through open source processing tools, federated analysis infrastructure, data linkage, advanced statistical methods and international scientific partnerships.
2/4⌚The international community now recognises that wearables can capture physical behaviour with far greater detail and precision. ProPASS is spearheading this transition towards wearable-based evidence, bringing together 41 cohorts, n=276,940 participants from 5 continents🌍
⌚!Out now!🌍 We discuss the past, present and future of the Prospective Physical Activity, Sitting and Sleep consortium (ProPASS) in our new extended Editorial in the British Journal of Sports Medicine @BJSM_BMJ.
bjsm.bmj.com/content/early/…
bjsm.bmj.com/content/early/…