Evidence map›Paper›PMID 37214309›Full record

ArticleFrontiers in bioengineering and biotechnology2023

Reducing the muscle activity of walking using a portable hip exoskeleton based on human-in-the-loop optimization.

Linghui Xu, Xiaoguang Liu, Yuting Chen, Linfan Yu, Zehao Yan, Canjun Yang, Congcong Zhou, Wei Yang

Open access · goldAbstract read
In one paragraph

Article in Frontiers in bioengineering and biotechnology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
2.5field-weighted citation impact, top 11% 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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

10 citing papers in PubMed, 23 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. A Data-Driven Approach to Estimate Changes in Peak Knee Contact Force With Exoskeleton Assistance.IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society · 2025
    Article
  5. Article
  6. Review
  7. Article
  8. Article
  9. Article
  10. 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

8 authors at 4 institutions in 1 country.

Linghui XuNingbo Innovation Center, Zhejiang University, Ningbo, China.
Xiaoguang LiuSpinal Cord Injury Rehabilitation Department, Ningbo Rehabilitation Hospital, Ningbo, China.
Yuting ChenHebei Heavy Machinery Fluid Power Transmission and Control Lab, Yanshan University, Qinhuangdao, China.
Linfan YuNingbo Innovation Center, Zhejiang University, Ningbo, China.
Zehao YanNingbo Innovation Center, Zhejiang University, Ningbo, China.
Canjun YangNingbo Innovation Center, Zhejiang University, Ningbo, China.
Congcong ZhouSchool of Medicine, Sir Run Run Shaw Hospital, Zhejiang University, Hangzhou, China.
Wei YangNingbo Innovation Center, Zhejiang University, Ningbo, China.
Zhejiang University · CNNingbo University · CNSir Run Run Shaw Hospital · CNYanshan University · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

human-in-the-loop optimizationmuscle activityportable hip exoskeletonsurface electromyography (SEMG)walking assist

Identifiers

PMID37214309
PMCPMC10192560
OpenAlexW4368368291

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.