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Search / Trial NCT07155460

High Dimensional Computing Gesture Recognition

Launched by UNIVERSITY HOSPITAL, GRENOBLE ยท

Trial Information

Current as of October 19, 2025

Not yet recruiting

Keywords

Surface Electro Myo Graphy (S Emg) K Nearest Neighbor Classification Algorithm (Knn) Nearest Centroids Classification Algorithm (Nc) Random Forest Classification Algorithm (Rf) Stochastic Gradient Descent Classification Algorithm (Sgd) High Dimensional Computing (Hdc)

ClinConnect Summary

This clinical trial is exploring a new way to improve how computers recognize hand gestures using a special method called High Dimensional Computing (HDC). The goal is to see if this method can identify gestures more accurately compared to other common computer techniques. The study will look at how well the system works by measuring how often it correctly recognizes gestures and how often it makes mistakes. It will also test different numbers and placements of sensors on the body to find the best setup. Participants will be asked to rate how comfortable the device feels and how easy it is to perform the gestures.

The study is open to healthy volunteers of all genders, ranging in age from about 18 to 74 years old. People who take part will have sensors placed on their body to capture hand movements and will be asked to perform certain gestures. The researchers will use some of this data to teach the computer system and the rest to test how well it learned. This trial is not yet recruiting participants, but those interested should be aware that comfort and ease of use are important parts of the study.

Gender

ALL

Eligibility criteria

About University Hospital, Grenoble

The University Hospital of Grenoble is a leading academic medical center dedicated to advancing healthcare through innovative clinical research and comprehensive patient care. As a prominent sponsor of clinical trials, the hospital leverages its expertise in various medical disciplines to facilitate cutting-edge studies that aim to improve treatment outcomes and enhance patient safety. With a strong commitment to collaboration, the University Hospital of Grenoble engages in partnerships with academic institutions, industry leaders, and regulatory bodies to drive scientific discovery and translate research findings into clinical practice. Its state-of-the-art facilities and multidisciplinary teams ensure rigorous adherence to ethical standards and regulatory guidelines, fostering an environment where groundbreaking research can thrive.

Locations

Patients applied

0 patients applied

Timeline

First submit

Trial launched

Trial updated

Estimated completion

Not reported