Evidence map›Paper›PMID 38268868›Full record

ArticleFood science & nutrition2024

Hyperspectral imaging of foodborne pathogens at colony and cellular levels for rapid identification in dairy products.

Amninder Singh Sekhon, Phoebe Unger, Sonali Sharma, Bhupinderjeet Singh, Xiongzhi Chen, Girish M Ganjyal, Minto Michael

Open access · hybridAbstract read
In one paragraph

Article in Food science & nutrition, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
1.3field-weighted citation impact, top 23% 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

4 citing papers in PubMed, 9 citations in OpenAlex.

  1. CounterfeitFood science & nutrition · 2026
    Article
  2. Article
  3. Article
  4. 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

7 authors at 1 institution in 1 country.

Amninder Singh SekhonSchool of Food Science Washington State University Pullman Washington USA.
Phoebe UngerSchool of Food Science Washington State University Pullman Washington USA.
Sonali SharmaSchool of Food Science Washington State University Pullman Washington USA.ORCID https://orcid.org/0000-0001-6001-5958
Bhupinderjeet SinghBiological Systems Engineering Department Washington State University Pullman Washington USA.
Xiongzhi ChenDepartment of Mathematics and Statistics Washington State University Pullman Washington USA.
Girish M GanjyalSchool of Food Science Washington State University Pullman Washington USA.
Minto MichaelSchool of Food Science Washington State University Pullman Washington USA.ORCID https://orcid.org/0000-0002-4625-8061
Washington State University · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study evaluated the efficacy of hyperspectral imaging (HSI) for the rapid identification of pathogens in dairy products at the colony and cellular levels. The colony and cellular levels studies were designed as completely randomized with six replications. Three strains of

Indexed as

dairyfoodborne pathogenshyperspectral imagingrapid identification

Identifiers

PMID38268868
PMCPMC10804082
OpenAlexW4387601840

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.