Evidence map›Paper›PMID 36015932›Full record

ArticleSensors (Basel, Switzerland)2022

Combined Feature Extraction and Random Forest for Laser Self-Mixing Vibration Measurement without Determining Feedback Intensity.

Hongwei Liang, Minghu Chen, Chunlei Jiang, Lingling Kan, Keyong Shao

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. 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

5 authors.

Hongwei LiangSchool of Electrical Information Engineering, Northeast Petroleum University, Daqing 163318, China.ORCID 0000-0001-7404-9497
Minghu ChenSchool of Electrical Information Engineering, Northeast Petroleum University, Daqing 163318, China.ORCID 0000-0003-1283-4726
Chunlei JiangSchool of Electrical Information Engineering, Northeast Petroleum University, Daqing 163318, China.
Lingling KanSchool of Electrical Information Engineering, Northeast Petroleum University, Daqing 163318, China.ORCID 0000-0003-2155-7978
Keyong ShaoSchool of Electrical Information Engineering, Northeast Petroleum University, Daqing 163318, China.

Funding

Natural Science Foundation of Heilongjiang Province LH2021F008
6 · The paper itself

Abstract

To measure the vibration of a target by laser self-mixing interference (SMI), we propose a method that combines feature extraction and random forest (RF) without determining the feedback strength (

Indexed as

feature extractionrandom forestself-mixing interferencevibration measurement

Identifiers

PMID36015932
PMCPMC9412630

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.