Evidence map›Paper›PMID 36686210›Full record

ArticleFrontiers in robotics and AI2022

Using robot-assisted stiffness perturbations to evoke aftereffects useful to post-stroke gait rehabilitation.

Vaughn Chambers, Panagiotis Artemiadis

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in Frontiers in robotics and AI, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06008743 (Model-informed Patient-specific Rehabilitation Using Robotics and Neuromuscular Modeling), which is not on this map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
2.3field-weighted citation impact, top 12% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT06008743 naunknown statusnot on this map

Model-informed Patient-specific Rehabilitation Using Robotics and Neuromuscular Modeling

TypeinterventionalSponsorUniversity of DelawareRan2022 to 2026Enrolled72ConditionsStrokeArmsBelt Accelerations, Belt accelerations combined with an exoskeleton, Variable Stiffness treadmill
3 · Its place in the literature

Who cites it

8 citing papers in PubMed, 17 citations in OpenAlex.

  1. Trial
  2. Human-AI Cooperation in Healthcare and Rehabilitation.Delaware journal of public health · 2026
    Article
  3. Article
  4. Design and Characterization of the AdjuSST: An Adjustable Surface Stiffness Treadmill.IEEE/ASME transactions on mechatronics : a joint publication of the IEEE Industrial Electronics Society and the ASME Dynamic Systems and Control Division · 2025
    Article
  5. Article
  6. Article
  7. Article
  8. ROBOT-ASSISTED TARGETED GAIT TRAINING.Journal of kinesiology and exercise sciences · 2024
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors at 1 institution in 1 country.

Vaughn ChambersHuman-Oriented Robotics and Control Laboratory, University of Delaware, Department of Mechanical Engineering, University of Delaware, Newark, DE, United States.
Panagiotis ArtemiadisHuman-Oriented Robotics and Control Laboratory, University of Delaware, Department of Mechanical Engineering, University of Delaware, Newark, DE, United States.
University of Delaware · US

Funding

SCH: Model-informed patient-specific rehabilitation using robotics and neuromuscular modelingR01HD111071 · NICHD · UNIVERSITY OF DELAWARE · PI ARTEMIADIS, PANAGIOTIS · 2022 to 2025
$1.2M
NICHD NIH HHS R01 HD111071
6 · The paper itself

Abstract

Stroke is a major global issue, affecting millions every year. When a stroke occurs, survivors are often left with physical disabilities or difficulties, frequently marked by abnormal gait. Post-stroke gait normally presents as one of or a combination of unilaterally shortened step length, decreased dorsiflexion during swing phase, and decreased walking speed. These factors lead to an increased chance of falling and an overall decrease in quality of life due to a reduced ability to locomote quickly and safely under one's own power. Many current rehabilitation techniques fail to show lasting results that suggest the potential for producing permanent changes. As technology has advanced, robot-assisted rehabilitation appears to have a distinct advantage, as the precision and repeatability of such an intervention are not matched by conventional human-administered therapy. The possible role in gait rehabilitation of the Variable Stiffness Treadmill (VST), a unique, robotic treadmill, is further investigated in this paper. The VST is a split-belt treadmill that can reduce the vertical stiffness of one of the belts, while the other belt remains rigid. In this work, we show that the repeated unilateral stiffness perturbations created by this device elicit an aftereffect of increased step length that is seen for over 575 gait cycles with healthy subjects after a single 10-min intervention. These long aftereffects are currently unmatched in the literature according to our knowledge. This step length increase is accompanied by kinematics and muscle activity aftereffects that help explain functional changes and have their own independent value when considering the characteristics of post-stroke gait. These results suggest that repeated unilateral stiffness perturbations could possibly be a useful form of post-stroke gait rehabilitation.

Indexed as

adaptationaftereffectsgaitrehabilitationroboticsstroketreadmillwalking

Identifiers

PMID36686210
PMCPMC9846529
OpenAlexW4313588576

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.