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JAME, a Wearable Device to Control Tremor

JAME: Hand Tremor Recognition and Control Based on Accelerometers and Non-invasive Electrical Stimulation. A Pilot Feasibility Study on PD and ET Patients.

Status
Completed
Phases
NA
Study type
Interventional
Source
ClinicalTrials.gov
Registry ID
NCT06847581
Enrollment
14
Registered
2025-02-26
Start date
2022-03-03
Completion date
2022-10-10
Last updated
2025-02-26

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Essential Tremor, Parkinson Disease

Keywords

parkinson's disease, essential tremor, transcutaneous electrical nerve stimulation

Brief summary

The study is a pilot feasibility study aimed at verifying that (1) tremor can be recognized using an accelerometer placed on the hand area and a data mining algorithm properly trained and (2) TENS applied in the hand area is able to acutely suppress hand tremor respect to the baseline.

Detailed description

The study includes 2 different groups: 9 patients with Parkinson's disease with resting tremor alone at the start of their disease (group1), and 5 patients with Essential Tremor (group2). For both groups, the study protocol includes an initial screening visit, in which, after enrollment, the patient's baseline is defined. The experimental session combines both tremor recording and a TENS stimulation treatment. During the experimental session, the patient wears two devices able to record the upper limb's motion. These devices are commercially available wearable IMU sensors equipped with a triaxial accelerometer, a triaxial gyroscope and triaxial magnetometer. One device is located on the hand, the other on the wrist of the same upper limb, the dominant one. Patients are asked to perform the tasks of the WHIGET scale at baseline and during two different types of electrical stimulation (in a randomly assigned order). For the recording part, the primary endpoint is the accuracy of the detection system measured as the number of correct detections of tremor episodes on the total tremor episodes recorded by the system (5 seconds windows). For the stimulation part, the primary endpoint is the reduction of upper limb tremor during the stimulation session compared to baseline.

Interventions

DEVICEJAME

JAME is a wearable device able to monitor movements of the upper limbs and, through an ad-hoc algorithm based on machine learning, can recognize tremor and suppress it through TENS

Sponsors

Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico
Lead SponsorOTHER

Study design

Allocation
NON_RANDOMIZED
Intervention model
SINGLE_GROUP
Primary purpose
DIAGNOSTIC
Masking
NONE

Intervention model description

open label pilot study

Eligibility

Sex/Gender
ALL
Age
18 Years to No maximum
Healthy volunteers
No

Inclusion criteria

* Subject signed the approved Informed Consent; * Subject is willing and able to complete the study procedures; * Subject is ≥ 18 years of age; * Subject has a certain diagnosis of: * definite PD, at the start of the disease (respecting the new International Parkinson Disease and Movement Disorder Society diagnostic criteria) and experiences tremor as measured on the UPDRS Part III; or * ET; * Subject has a normal cognitive function (MMSE ≥ 24 or MoCA \>26).

Exclusion criteria

* Atypical parkinsonian syndromes - progressive supranuclear palsy, multiple system atrophy, corticobasal degeneration, dementia with Lewy bodies, vascular Parkinsonism, and other rare causes; * Other pre-existing and active major neurological disease; * Pre-existing and active (e.g., on chronic medication) major psychiatric disease, such as major depression, schizophrenia, bipolar disease; * Advanced liver, kidney, cardiac, or pulmonary disease, cancer; * A terminal medical diagnosis consistent with survival \< 1 year; * Medical implanted devices (e.g. DBS, DUOPATM infusion pump); metal implants; the presence or even a suspicion of metal fragments or moving metal implants in its head or neck, as well as it had prior surgical operations on the head or neck; * Dermatological lesions in the area to be treated with the electrical stimulation; * Major drug dependency, including alcohol (in the investigator's judgment); * Females who are pregnant or lactating; * Subject had an important head injury in the past

Design outcomes

Primary

MeasureTime frameDescription
tremor recognition10 minutesFor the recording part, the primary endpoint is the accuracy of the detection system measured as the number of correct detections of tremor episodes on the total tremor episodes recorded by the system (5 seconds windows);
tremor suppression10 minutesthe primary endpoint is the reduction of upper limb tremor during the stimulation session compared to baseline, measured with the WHIGET scale

Countries

Italy

Outcome results

None listed

Source: ClinicalTrials.gov · Data processed: Feb 4, 2026