NeuronFRAMES is now in active clinical use, and the pilot and field-trial data behind it shows why.
Used in Physical Therapy, Occupational Therapy, and Speech Therapy, for both inpatient and outpatient care, across the Department of Physical Medicine and Rehabilitation, supporting stroke, neurological, and orthopedic patients in the clinic and continuing at home.
3-month community deployment (MayโJuly 2025) of home-based rehabilitation using NeuronFRAMES.
Supervised pilot at Burapha University Hospital. Early results support further clinical investigation.
Home-based therapy reduces hospital visits, transportation expenses, and per-session fees, making sustained rehabilitation financially viable.
NeuronFRAMES delivers therapy through a standard web browser: no specialized equipment required. Field trials show measurable outcomes in resource-limited settings.
NeuronFRAMES is now used in routine rehabilitation at King Chulalongkorn Memorial Hospital. The outcome figures above come from earlier pilot trials and field deployments: promising early findings that we are still validating through larger, controlled studies with our clinical partners as adoption grows.
A rehabilitation platform built for clinical deployment, delivering measurable patient outcomes with minimal infrastructure requirements.
Runs entirely in a standard web browser. No specialized software installation, no expensive proprietary hardware, and no complex IT infrastructure. A webcam, internet connection, and browser are all that is needed to begin delivering therapy.
Gamified therapy exercises produce measurably higher adherence rates compared with traditional repetitive rehabilitation. Patients are more likely to complete their prescribed programs when therapy feels engaging rather than monotonous.
Supports both in-clinic supervised sessions and remote home-based rehabilitation. A single platform serves patients across multiple care settings, reducing the gap between hospital visits and enabling continuous therapy.
Every therapy session generates quantitative metrics: repetition counts, movement accuracy, reaction times, grip strength, and speech response data. Clinicians receive objective evidence to support treatment planning and outcome reporting.
NeuronFRAMES doesn't just track therapy; it lightens the load on everyone involved in it.
Sessions and metrics are recorded automatically, so there is far less manual paperwork. Therapists can guide more patients with less repetitive hands-on supervision, and make decisions from objective data instead of memory and notes. Less documentation, less crowding to manage, less burnout.
Much of the therapy can happen at home, so fewer hospital trips, less travel time, cost, and fatigue, and less time off work for the family member who comes along. Therapy that's engaging and family-supported also means steadier progress and more independence.
Shifting routine practice to the home means less crowding in rehabilitation departments, smoother throughput, and lower cost per patient, letting the same staff and space serve more people, and extending rehabilitation to communities that couldn't reach the hospital regularly.
Less paperwork for clinicians, fewer trips for patients, less crowding for hospitals, and lower cost for everyone: each gain reinforces the others. The result is rehabilitation that more people can actually start, stick with, and finish.
NeuronFRAMES integrates into hospital and clinic workflows: automating documentation, enabling remote monitoring, and providing quantitative outcome data. Pilot results from Burapha University Hospital demonstrate measurable clinical improvements across supervised patient cohorts.
Every therapy session generates structured data: movement accuracy, repetition counts, grip force, and game performance scores. In the hospital pilot, clinicians used this data to track patient progress across 6โ9 weeks, observing ~24% overall improvement without additional manual documentation.
Home-based therapy sessions reduce hospital visits, transportation expenses, and per-session fees. Pilot data indicate average savings of $264/month per patient (up to $320/month), representing an approximate 47% reduction in out-of-pocket costs, making sustained rehabilitation financially viable for more patients.
The system produces structured session summaries and progress reports that clinicians can use for treatment planning, clinical documentation, and interdisciplinary communication, reducing time spent on manual record-keeping.
Clinicians review patient therapy data remotely, tracking exercise completion and movement quality between visits. In the community trial, 96 participants across 61 households completed home-based therapy over 3 months, demonstrating that remote rehabilitation can produce measurable outcomes (23% avg improvement) outside clinical settings.
NeuronFRAMES is a research project developed alongside clinicians. We are open about what the system is, what it is not yet, and how we handle the people and data involved.
NeuronFRAMES is designed to support licensed rehabilitation professionals, extending therapy between visits, not to replace clinical judgment, in-person assessment, or medical advice.
Session data is collected to track rehabilitation progress and is handled with data minimization in mind, capturing only what is needed for therapy. Camera-based pose detection runs in the browser; we do not sell patient data.
Pilot studies and field deployments are run with the participation of partner rehabilitation departments and informed participants. We seek appropriate institutional oversight for any study involving patients.
Our results come from early-stage pilots and field trials. They are encouraging but not yet confirmation of clinical efficacy. That requires larger, controlled studies, which we are actively pursuing with clinical partners.
The platform targets standard browsers, webcams, and low-cost sensor kits so that cost, hardware, or location is less of a barrier to consistent rehabilitation, including in resource-limited settings.
NeuronFRAMES is currently a research and innovation project and is not a certified or approved medical device. Any future clinical product would follow the appropriate regulatory pathway before broader deployment.
NeuronFRAMES does not diagnose conditions or prescribe treatment. It provides therapy tools, exercise guidance, and objective session data for use under the direction of qualified rehabilitation professionals. If you have a medical concern, please consult a licensed clinician.
King Chulalongkorn Memorial Hospital, Burapha University Hospital, Bangkok International Hospital, University of Agder, Chulalongkorn University, and more partners are joining.
See Our Partnership Network