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Secondary Use of Real-World Data and Federated Algorithms in Healthcare

Real World Data (RWD) associated with healthcare can include various types of data such as clinical data, biological samples and analyses, laboratory test results, prescriptions, clinical notes, electronic health records (EHRs), as well as social and demographic data.  The extraction of new knowledge from this data is referred to as “secondary use” because it involves repurposing […]

PREPARE for Parkinson’s Disease: handling complexity to predict disease progression and assign tailored rehabilitation treatment

Parkinson’s disease (PD) is an archetype of complexity, as it affects various bodily, mental, and behavioural functions, leading to functioning profiles that differ in severity and progression.  Numerous individual and environmental factors, including exposure to climate changes and pandemics, may shape these profiles, and influence the patient’s response to rehabilitation. While evidence supports the effectiveness of […]