Evidence map›Paper›PMID 37430926›Full record

ArticleFoods (Basel, Switzerland)2022

Real-Time Monitoring of the Quality Changes in Shrimp (

Wenya Xu, Fan Zhang, Jiarong Wang, Qianyun Ma, Jianfeng Sun, Yiwei Tang, Jie Wang, Wenxiu Wang

Open access · goldAbstract read
In one paragraph

Article in Foods (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
3.0field-weighted citation impact, top 9% 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

8 citing papers in PubMed, 24 citations in OpenAlex.

  1. Article
  2. Review
  3. Article
  4. Article
  5. DietaryAquaculture nutrition · 2025
    Article
  6. Article
  7. Article
  8. 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 1 institution in 1 country.

Wenya XuCollege of Food Science and Technology, Hebei Agricultural University, Baoding 071000, China.
Fan ZhangCollege of Food Science and Technology, Hebei Agricultural University, Baoding 071000, China.
Jiarong WangCollege of Food Science and Technology, Hebei Agricultural University, Baoding 071000, China.
Qianyun MaCollege of Food Science and Technology, Hebei Agricultural University, Baoding 071000, China.ORCID 0000-0001-7805-084X
Jianfeng SunCollege of Food Science and Technology, Hebei Agricultural University, Baoding 071000, China.ORCID 0000-0002-8344-4891
Yiwei TangCollege of Food Science and Technology, Hebei Agricultural University, Baoding 071000, China.
Jie WangCollege of Food Science and Technology, Hebei Agricultural University, Baoding 071000, China.
Wenxiu WangCollege of Food Science and Technology, Hebei Agricultural University, Baoding 071000, China.ORCID 0000-0002-9268-3528
Hebei Agricultural University · CN

Funding

Jie Wang 2018YFD0901004Wenxiu Wang 32001732
6 · The paper itself

Abstract

Hot air drying is the most common processing method to extend shrimp's shelf life. Real-time monitoring of moisture content, color, and texture during the drying process is important to ensure product quality. In this study, hyperspectral imaging technology was employed to acquire images of 104 shrimp samples at different drying levels. The water distribution and migration were monitored by low field magnetic resonance and the correlation between water distribution and other quality indicators were determined by Pearson correlation analysis. Then, spectra were extracted and competitive adaptive reweighting sampling was used to optimize characteristic variables. The grey-scale co-occurrence matrix and color moments were used to extract the textural and color information from the images. Subsequently, partial least squares regression and least squares support vector machine (LSSVM) models were established based on full-band spectra, characteristic spectra, image information, and fused information. For moisture, the LSSVM model based on full-band spectra performed the best, with residual predictive deviation (RPD) of 2.814. For

Indexed as

hot air dryinghyperspectral imageslow field magnetic resonancequality changeshrimp

Identifiers

PMID37430926
PMCPMC9601712
OpenAlexW4304806705

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.