Opportunities and challenges in the collection and analysis of digital phenotyping data

JP Onnela - Neuropsychopharmacology, 2021 - nature.com
The broad adoption and use of smartphones has led to fundamentally new opportunities for
capturing social, behavioral, and cognitive phenotypes in free-living settings, outside of …

Prediction of motor recovery after stroke: advances in biomarkers

CM Stinear - The Lancet Neurology, 2017 - thelancet.com
Stroke remains a leading cause of adult disability, and the recovery of motor function after
stroke is crucial for the patient to regain independence. However, making accurate …

Remote patient monitoring via non-invasive digital technologies: a systematic review

A Vegesna, M Tran, M Angelaccio… - Telemedicine and e …, 2017 - liebertpub.com
Background: We conducted a systematic literature review to identify key trends associated
with remote patient monitoring (RPM) via noninvasive digital technologies over the last …

Wearable movement sensors for rehabilitation: a focused review of technological and clinical advances

F Porciuncula, AV Roto, D Kumar, I Davis, S Roy… - Pm&r, 2018 - Elsevier
Recent technologic advancements have enabled the creation of portable, low-cost, and
unobtrusive sensors with tremendous potential to alter the clinical practice of rehabilitation …

How physically active are people following stroke? Systematic review and quantitative synthesis

NA Fini, AE Holland, J Keating, J Simek… - Physical …, 2017 - academic.oup.com
Background. Mobility limitations are common following stroke and frequently lead to poor
participation in physical activity (PA). Purpose. The purpose of this study was to describe PA …

Impact of remote patient monitoring on clinical outcomes: an updated meta-analysis of randomized controlled trials

B Noah, MS Keller, S Mosadeghi, L Stein, S Johl… - NPJ digital …, 2018 - nature.com
Despite growing interest in remote patient monitoring, limited evidence exists to substantiate
claims of its ability to improve outcomes. Our aim was to evaluate randomized controlled …

Implementation of wearable sensing technology for movement: pushing forward into the routine physical rehabilitation care field

CE Lang, J Barth, CL Holleran, JD Konrad, MD Bland - Sensors, 2020 - mdpi.com
While the promise of wearable sensor technology to transform physical rehabilitation has
been around for a number of years, the reality is that wearable sensor technology for the …

Biofeedback for post-stroke gait retraining: a review of current evidence and future research directions in the context of emerging technologies

J Spencer, SL Wolf, TM Kesar - Frontiers in Neurology, 2021 - frontiersin.org
Real-time gait biofeedback is a promising rehabilitation strategy for improving
biomechanical deficits in walking patterns of post-stroke individuals. Because wearable …

Utilization of wearable technology to assess gait and mobility post-stroke: a systematic review

DM Peters, ES O'Brien, KE Kamrud, SM Roberts… - … of neuroengineering and …, 2021 - Springer
Background Extremity weakness, fatigue, and postural instability often contribute to mobility
deficits in persons after stroke. Wearable technologies are increasingly being utilized to …

A rehabilitation-internet-of-things in the home to augment motor skills and exercise training

BH Dobkin - Neurorehabilitation and neural repair, 2017 - journals.sagepub.com
Although motor learning theory has led to evidence-based practices, few trials have
revealed the superiority of one theory-based therapy over another after stroke. Nor have …