Reliability of Sensor-Derived Measurements of the SENSorized Fugl-Meyer (FMA) in Subjects with Stroke Outcomes
FMA-SENS
1 other identifier
interventional
50
1 country
1
Brief 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.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P50-P75 for not_applicable stroke
Started May 2025
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
March 6, 2025
CompletedFirst Posted
Study publicly available on registry
March 25, 2025
CompletedStudy Start
First participant enrolled
May 1, 2025
CompletedPrimary Completion
Last participant's last visit for primary outcome
May 1, 2026
CompletedStudy Completion
Last participant's last visit for all outcomes
May 1, 2026
CompletedMarch 25, 2025
March 1, 2025
1 year
March 6, 2025
March 18, 2025
Conditions
Outcome Measures
Primary Outcomes (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
baseline
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
at least 15 min from baseline
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
at least 30 min from baseline
Secondary Outcomes (2)
Total FMA score
baseline
MODIFIED BARTHEL INDEX (mBI)
baseline
Study Arms (1)
Stroke group
EXPERIMENTALeach participant will perform the FMA with IMU
Interventions
Each participant will perform the FMA-sens, with their most affected hand, followed by the FMA-sens with the less affected hand.
Eligibility Criteria
You may qualify if:
- age 18 years or older;
- stroke outcomes with the presence of sensorimotor impairment in the upper limb;
- willingness to participate in the project, with informed consent signed by the person himself or, when necessary, by the support administrator/legal guardian.
You may not qualify if:
- 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).
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- Fondazione Don Carlo Gnocchi Onluslead
- University of Florencecollaborator
- University of Bucharestcollaborator
Study Sites (1)
IRCCS Fondazione Don Carlo Gnocchi, Firenze
Florence, Italy
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Central Study Contacts
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- NA
- Masking
- NONE
- Purpose
- OTHER
- Intervention Model
- SINGLE GROUP
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
March 6, 2025
First Posted
March 25, 2025
Study Start
May 1, 2025
Primary Completion
May 1, 2026
Study Completion
May 1, 2026
Last Updated
March 25, 2025
Record last verified: 2025-03