Changing stroke rehab and research worldwide now.Time is Brain! trillions and trillions of neurons that DIE each day because there are NO effective hyperacute therapies besides tPA(only 12% effective). I have 523 posts on hyperacute therapy, enough for researchers to spend decades proving them out. These are my personal ideas and blog on stroke rehabilitation and stroke research. Do not attempt any of these without checking with your medical provider. Unless you join me in agitating, when you need these therapies they won't be there.

What this blog is for:

My blog is not to help survivors recover, it is to have the 10 million yearly stroke survivors light fires underneath their doctors, stroke hospitals and stroke researchers to get stroke solved. 100% recovery. The stroke medical world is completely failing at that goal, they don't even have it as a goal. Shortly after getting out of the hospital and getting NO information on the process or protocols of stroke rehabilitation and recovery I started searching on the internet and found that no other survivor received useful information. This is an attempt to cover all stroke rehabilitation information that should be readily available to survivors so they can talk with informed knowledge to their medical staff. It lays out what needs to be done to get stroke survivors closer to 100% recovery. It's quite disgusting that this information is not available from every stroke association and doctors group.

Saturday, January 17, 2026

Remote Gait Monitoring Using Wearable Devices in Stroke Rehabilitation

Your competent? doctor should have had objective gait monitoring years ago. Without that objective damage diagnosis your doctor is flying blind in prescribing EXACT STROKE REHAB PROTOCOLS!

Sensors and wearables have been out for years and obviously NOTHING HAS BEEN DONE. 

 Remote Gait Monitoring Using Wearable Devices in Stroke Rehabilitation

James Richardson Emily Carter Daniel Thompson Sarah Mitchell 

 Abstract 


 Stroke remains one of the leading causes of long-term disability worldwide, frequently resulting in gait impairments that significantly affect mobility, independence, and quality of life. Traditional stroke rehabilitation relies heavily on in-clinic assessments that are limited in frequency, context, and ecological validity. Recent advances in wearable sensing technologies have enabled continuous, remote gait monitoring, offering new opportunities to enhance stroke rehabilitation through data-driven personalization and real-time feedback. This research examines the role of wearable devices in remote gait monitoring for stroke rehabilitation, focusing on system architectures, sensor modalities, data analytics, clinical integration, and patient outcomes. The study explores how wearable-based gait monitoring supports longitudinal assessment, early detection of functional decline, adaptive therapy planning, and patient engagement beyond clinical settings. Findings suggest that remote gait monitoring improves rehabilitation continuity, enhances clinical decision-making, and enables scalable care models, while also presenting challenges related to data quality, patient adherence, privacy, and clinical validation. The paper concludes by outlining future directions for integrating wearable gait monitoring into intelligent, patient-centered stroke rehabilitation ecosystems. 
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