Skip to content

Altered Visual Hand Feedback in Virtual Reality: An Exploratory Study in Essential Tremor

Oct 2026 · 0 citations · 49 references
Computer Science

TL;DR

It is shown that a consumer-level hand-tracking system substantially attenuates tremor-band movements without preventing successful task completion, and task-dependent differences in physical tremor between VR and the real world are observed.

Abstract

Pathological tremor is the most prevalent movement disorder worldwide, characterized by involuntary muscular oscillations within a frequency of 3 to 12 Hz. Despite extensive research, the underlying mechanisms that generate and modulate tremor are not yet understood, and treatments are usually insufficient. While it is known that visual feedback is an important afferent pathway, little is known about the impact of altering the hand's visual representation on tremor expression. With the development of immersive technologies, VR poses an excellent tool to study how alterations to the representation of the hands affect tremor. In this work, we study this through two complementary experiments. In the first one, we show that a consumer-level hand-tracking system substantially attenuates tremor-band movements without preventing successful task completion. In the second one, with eight patients with essential tremor, we observe task-dependent differences in physical tremor between VR and the real world, with several patients exhibiting lower tremor-band activity in both hand kinematics and muscle oscillations, particularly during reaching tasks. Our findings represent an initial step toward validating the use of VR as an experimental tool for the research and treatment of pathological tremor, while highlighting strong user- and task-dependent effects.

View source

Similar papers

#computer vision Review Sep 2017

Agile Software Development Methods: Review and Analysis

This publication proposes a definition and a classification of agile software development approaches and analyses ten software development methods that can be characterized as being "agile" against the defined criterion.

P. Abrahamsson, O. Salo, Jussi Ronkainen et al. · 727 citations · ⚡54
#computer vision Jun 2008

The impact of agile practices on communication in software development

The study shows that agile practices improve both informal and formal communication, but indicates that, in larger development situations involving multiple external stakeholders, a mismatch of adequate communication mechanisms can sometimes even hinder the communication.

M. Pikkarainen, Jukka Haikara, O. Salo et al. · 401 citations · ⚡48
#machine learning Review Open access Oct 2014

Software development in startup companies: A systematic mapping study

The results indicate that software engineering work practices are chosen opportunistically, adapted and configured to provide value under the constrains imposed by the startup context.

Nicolò Paternoster, Carmine Giardino, M. Unterkalmsteiner et al. · 394 citations · ⚡54

Related blog posts

Microsoft Research Blog Nov 5, 2026

Formally verifying agent-written full-stack web apps with PDD Kit

AI agents can generate code at a scale that’s hard for humans to review line-by-line. PDD Kit helps ensure the code is doing what the developer intended by creating formal specifications and testing against them. It converts developer intent into a Verus specification, proves AI-generated code meets it for every input, and uses tests where proofs aren't practical. Developers review intent, not every line. The post Formally verifying agent-written full-stack web apps with PDD Kit appeared first o…

MIT News · Artificial Intelligence Oct 28, 2026

Making machines that can listen

Professor Paris Smaragdis develops computers with superhuman hearing for applications like speech recognition, music understanding, and environmental monitoring.

MIT News · Artificial Intelligence Oct 23, 2026

Reinforcing the value of human understanding at MIT

During the School of Humanities, Arts, and Social Sciences’ 75th Anniversary Symposium, President Sally Kornbluth said “MIT has never needed your particular insight and guidance more than we do now.”

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.