Machine Learning Estimation of DAS28-ESR from Accelerometery Signal

It is challenging to balance follow-up of arthritis patients to avoid exacerbation of the disease while not overloading the healthcare system and patients with unnecessary activities. We propose an innovative accelerometer-based method to estimate DAS28-ESR without access to joint count and ESR results. The article summarises the results of the interim analysis of a concept study.