ClinicalTrials.gg
Not yet recruitingNCT06893367FMA-SENSUpdated Mar 25, 2025

Reliability of Sensor-Derived Measurements of the SENSorized Fugl-Meyer (FMA) in Subjects with Stroke Outcomes

An interventional study of IMU and RealSense Cameras in Stroke, Sensorimotor Impairment Affecting the Upper Limb and 18 Years and Over, sponsored by Fondazione Don Carlo Gnocchi Onlus. Not yet recruiting at 1 site in Italy. Open to participants aged 18 Years and older. Per ClinicalTrials.gov, last updated 2025-03-25.

Sponsored by Fondazione Don Carlo Gnocchi Onlus · Not applicable, Interventional, and Other

From the registry’s dates

  • Primary completion was expected by May 2026, 6 months ago, but the record still lists the study as not yet recruiting.
Phase
Not applicable
Study type
Interventional
Enrollment
50
Allocation
Not applicable
Ages
18 Years and older
Sex
All
01

Study summary

This study will be conducted at a single research center, the main objective of the study will be to evaluate the efficacy, safety, and accuracy of a medical device that has not yet been commercialized; therefore, it is still under development or testing and is not yet available for private use and is not for profit (nonprofit).

Fifty participants will be recruited from subjects afferent to the outpatient and inpatient neuro-motor rehabilitation clinics of IRCCS Fondazione Don Carlo Gnocchi in Florence, Italy, and afferent to the outpatient and inpatient rehabilitation clinics of Elias University Emergency Hospital in Bucharest, Romania.

In detail, it is deemed necessary to collect clinical and instrumental data. The study will be conducted by an interdisciplinary team composed of healthcare professionals and engineers afferent to the Department of Industrial Engineering.

Should you decide to participate in the study, a visit to verify the inclusion and exclusion criteria will be primarily conducted. Once the admission criteria have been verified, participants will undergo a series of assessments.

The first, involves the administration of some specific sections of the Fugl-Meyer scale (FMA), focusing on the upper extremities. Specifically, the following will be examined: section A for general upper limb function, section B assessing wrist mobility, and finally section D for limb coordination and speed.

During this phase, both upper limbs will be assessed, in addition, the first examiner will carefully place sensors on the participants and assign scores to the tests performed, according to the criteria established by the FMA scale.

Next, a second assessment (T1) will be conducted, in which a second examiner will be responsible for placing the sensors and recording data only on the most affected side.

At a third time, called "T2" and again with at least 15 minutes interval from T1, the first examiner will repeat the same assessments performed in "T1." While performing these assessments, a RealSense camera will be used.

02

Conditions studied

  • Stroke
  • Sensorimotor Impairment Affecting the Upper Limb
  • 18 Years and Over

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03

In context

Stroke

8,255 studies on the registry are indexed under Stroke; 2,056 are open to participants now.

This study's planned enrollment of 50 is close to the median of 49 across 6,024 interventional studies indexed under Stroke.

Browse Stroke studies →

Lead sponsor

Fondazione Don Carlo Gnocchi Onlus is the lead sponsor of 146 studies on the registry; 37 are open to participants now.

Counted across the registry records on this site, refreshed daily.

04

Who can participate

Ages eligible
18 Years and older
Sexes eligible
All
Accepts healthy volunteers
No

Go through the criteria one by one — yes, no or not sure — and take the list to your doctor or the study team. Kept in this browser only.

Inclusion criteria

  • age 18 years or older;
  • stroke outcomes with the presence of sensorimotor impairment in the upper limb;
  • willingness to participate in the project, with signed by the person himself or, when necessary, by the support administrator/legal guardian.

Exclusion criteria

Exclusion Criteria:

  • Severe concomitant pathologies that modify the subject's motor framework;
  • severe visual and/or hearing impairments that cannot be corrected;
  • severe neuropsychological impairments (aphasia, apraxia, other cognitive deficits ) such as to prevent cooperation in administering the scale;
  • presence of signs of clinical instability, defined by a score greater than zero on the SIC scale (Clinical Instability Scale).
Terms in these criteria, in plain language(1)

Underlined terms in the criteria open these too. Explained by clinicaltrials.gg, not part of the registry record. The study team decides who can take part.

Informed consent

Before you join, the study team explains what taking part involves — its purpose, what happens, the risks and possible benefits — and answers your questions, so you can decide freely. Consent is usually recorded on a form (the informed consent form, ICF) signed by you or, where the law allows, by someone legally authorised to decide for you.

You can keep asking questions during the study, you are told of new information that matters, and you can choose to leave at any time.

05

Study design

Phase
Not applicable
Primary purpose
Other
Allocation
Not applicable
Intervention model
Single group
Masking
None (open label)
Enrollment
50 participants (estimated)

Study arms

  • Experimental
    Stroke group

    each participant will perform the FMA with IMU

    Device: IMU and RealSense Cameras

Interventions

  • DeviceIMU and RealSense Cameras

    Each participant will perform the FMA-sens, with their most affected hand, followed by the FMA-sens with the less affected hand.

06

What researchers measure

Primary outcomes

  1. Participants assessed by IMU

    The Fugl-Meyer Assessment (FMA) is obtained with IMU and RealSense cameras. Below are the individual items of the FMA that will be acquired via the experimental kit: * A II. Voluntary movement in synergy: flexor synergy/extensor synergy * A III. Voluntary movement with mixed synergies: hand to lumbar spine/shoulder flexion 0- 90/pronation-supination * A IV. Voluntary movement with reduced or absent synergy: shoulder abduction 0-90/shoulder flexion 90-180/pronation-supination * B I. Wrist: stability at 15° dorsiflexion with elbow 90° * B II. Wrist: repeated dorsiflexion with elbow 90° * B III. Wrist: Stability at 15° dorsiflexion with elbow at 0° * B IV. Wrist: repeated dorsiflexion with elbow at 0° * D. Coordination/Speed: tremor * D. Coordination/Speed: dysmetria * D. Coordination/Speed: time

    Time frame: baseline

  2. Participants assessed by IMU

    The Fugl-Meyer Assessment (FMA) is obtained with IMU and RealSense cameras. Below are the individual items of the FMA that will be acquired via the experimental kit: * A II. Voluntary movement in synergy: flexor synergy/extensor synergy * A III. Voluntary movement with mixed synergies: hand to lumbar spine/shoulder flexion 0- 90/pronation-supination * A IV. Voluntary movement with reduced or absent synergy: shoulder abduction 0-90/shoulder flexion 90-180/pronation-supination * B I. Wrist: stability at 15° dorsiflexion with elbow 90° * B II. Wrist: repeated dorsiflexion with elbow 90° * B III. Wrist: Stability at 15° dorsiflexion with elbow at 0° * B IV. Wrist: repeated dorsiflexion with elbow at 0° * D. Coordination/Speed: tremor * D. Coordination/Speed: dysmetria * D. Coordination/Speed: time

    Time frame: at least 15 min from baseline

  3. Participants assessed by IMU

    The Fugl-Meyer Assessment (FMA) is obtained with IMU and RealSense cameras. Below are the individual items of the FMA that will be acquired via the experimental kit: * A II. Voluntary movement in synergy: flexor synergy/extensor synergy * A III. Voluntary movement with mixed synergies: hand to lumbar spine/shoulder flexion 0- 90/pronation-supination * A IV. Voluntary movement with reduced or absent synergy: shoulder abduction 0-90/shoulder flexion 90-180/pronation-supination * B I. Wrist: stability at 15° dorsiflexion with elbow 90° * B II. Wrist: repeated dorsiflexion with elbow 90° * B III. Wrist: Stability at 15° dorsiflexion with elbow at 0° * B IV. Wrist: repeated dorsiflexion with elbow at 0° * D. Coordination/Speed: tremor * D. Coordination/Speed: dysmetria * D. Coordination/Speed: time

    Time frame: at least 30 min from baseline

Secondary outcomes

  1. Total FMA score

    Sensorimotor recovery assessment after stroke, total score from 0 to 64, subscore upper limb 36, lower limb 28. Higher scores represent better outcomes.

    Time frame: baseline

  2. MODIFIED BARTHEL INDEX (mBI)

    The Modified Barthel Index (MBI) is a tool used to assess a person's level of independence in performing activities of daily living, particularly in geriatrics and rehabilitation settings. It consists of 10 activities, such as eating, dressing, using the bathroom, moving around, and personal hygiene, each assigned a specific score. A higher score indicates greater independence, while a lower score reflects a higher level of dependence on assistance. The modified version of the Barthel Index is adapted from the original and is commonly used to track progress during rehabilitation or for patients with disabilities.

    Time frame: baseline

07

Study locations

1 site
08

Timeline

Tracking since Sep 25, 2026
ElapsedEstimatedEstimated, not yet reachedSimilar studies: half by the dot; the band is the middle halfHalf of similar studies reached it by the dot; the band is the middle half, from a quarter to three quarters

Start is estimated for May 2025; primary completion for May 2026, 12 months later.

Of 3,108 non-industry interventional studies with no phase under Stroke, half reached primary completion within 23 months of starting (the median), counting those still running; a quarter within 10 and three quarters within 46. This study's planned 12 months is below that.

Counting every sponsor, half of 3,252 studies reached it within 23 months; a quarter within 10 and three quarters within 46.

How these figures are worked out, and which studies are left out of them.

Registered
Mar 6, 2025
First posted
Mar 25, 2025
StartEst.
May 2025
Primary completionEst.
May 2026
CompletionEst.
May 2026
Last update
Mar 25, 2025
What these dates mean
Start.
When the first participant enrolled; while estimated, when the study expects to open to recruitment.
Primary completion.
When the last participant was examined or treated to collect data for the study's main question, its primary outcome. A study that stopped early gives the date its data collection stopped.
Completion.
When the last participant's last visit took place, for every outcome, secondary ones and side effects included: the end of the study. Often later than primary completion, sometimes the same day.
Actual and Est.
Actual means the registry says the date has happened. Est. (estimated) is a date the sponsor plans or expects. It can still move, and the sponsor is expected to change it to actual once it has passed.
No changes since tracking began. The registry record was last updated on Mar 25, 2025, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
09

Registry details

Key details

Study ID
NCT06893367
Collaborators
University of Florence, University of Bucharest
Responsible party
Sponsor
First posted
Mar 25, 2025
Start date
May 2025 (estimated)
Primary completion
May 2026 (estimated)
Completion
May 2026 (estimated)
Last update
Mar 25, 2025

Study contacts

Francesca Cecchi
Contact
fcecchi@dongnocchi.it
055/73931

Oversight

Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
No
View the source record on ClinicalTrials.gov ↗

Not currently enrolling

This study is not yet recruiting, as verified in Mar 2025. You cannot join it, but the record below documents what was studied.

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