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- ItemCuff-less blood pressure monitoring in a cohort of people with Parkinson's disease(Institute of Electrical and Electronics Engineers (IEEE), 2023-09-22) Crowe, Colum; Sica, Marco; Kenny, Lorna; O'Flynn, Brendan; Mueller, David Scott; Timmons, Suzanne; Barton, John; Tedesco, Salvatore; Enterprise Ireland; AbbVie; Science Foundation Ireland; European Regional Development FundParkinson's disease is often considered as a “movement disorder”. Nevertheless, People with Parkinson's (PwPD) may also experience other non-motor symptoms, such as abnormalities and alterations in blood pressure (BP). Real-time cuffless BP monitoring may help identify the end-users' overall health state and support clinical decision-making, however most of the studies in the field did not investigate PwPD as a possible cohort of reference. To the best of the authors' knowledge, there are no scientific publications, or commercially available wearable solutions, monitoring BP measurements by means of electrocardiogram (ECG) and/or photoplethysmogram (PPG) in a Parkinsonian cohort. Based on a Random Forest (RF) model and a combination of publicly available data and data collected in lab-settings using a wearable prototype developed at Tyndall National Institute, good performance were achieved on both systolic and diastolic BP measurements with a mean absolute error equal to 7.84±8.12 and 7.51±6.16 mmHg , respectively, for PwPD. As BP disorders are highly prevalent in PwPD, and can mimic dopaminergic deficiency, this work is a step forward in the effective management of motor and non-motor symptoms in this complex cohort of patients.