Evidence map›Paper›PMID 40509319›Full record

ArticleMolecules (Basel, Switzerland)2025

A Synergistic Approach Using Photoacoustic Spectroscopy and AI-Based Image Analysis for Post-Harvest Quality Assessment of Conference Pears.

Mioara Petrus, Cristina Popa, Ana Maria Bratu, Vasile Bercu, Leonard Gebac, Delia-Mihaela Mihai, Ana-Cornelia Butcaru, Florin Stanica, Ruxandra Gogot

Abstract read
In one paragraph

Article in Molecules (Basel, Switzerland), 2025. 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

9 authors.

Mioara PetrusLaser Department, National Institute for Laser, Plasma and Radiation Physics, 409 Atomistilor St., P.O. Box MG 36, 077125 Magurele, Romania.ORCID 0000-0001-5880-2477
Cristina PopaLaser Department, National Institute for Laser, Plasma and Radiation Physics, 409 Atomistilor St., P.O. Box MG 36, 077125 Magurele, Romania.ORCID 0000-0003-3881-6956
Ana Maria BratuLaser Department, National Institute for Laser, Plasma and Radiation Physics, 409 Atomistilor St., P.O. Box MG 36, 077125 Magurele, Romania.ORCID 0000-0002-4407-0292
Vasile BercuFaculty of Physics, University of Bucharest, 405, Atomistilor Str., 077125 Magurele, Romania.
Leonard GebacFaculty of Physics, University of Bucharest, 405, Atomistilor Str., 077125 Magurele, Romania.ORCID 0000-0003-4866-2946
Delia-Mihaela MihaiFaculty of Physics, University of Bucharest, 405, Atomistilor Str., 077125 Magurele, Romania.ORCID 0009-0000-9965-6517
Ana-Cornelia ButcaruResearch Center for Studies of Food Quality and Agricultural Products, University of Agronomic Sciences and Veterinary Medicine, 59, Marasti Blvd., 011464 Bucharest, Romania.
Florin StanicaFaculty of Horticulture, University of Agronomic Sciences and Veterinary Medicine, 59, Marasti Blvd., 011464 Bucharest, Romania.
Ruxandra GogotFaculty of Horticulture, University of Agronomic Sciences and Veterinary Medicine, 59, Marasti Blvd., 011464 Bucharest, Romania.

Funding

Romanian Ministry of Research, Innovation, and Digitalization Romanian National Nucleu Program LAPLAS VII-contract no. 30N/2023
6 · The paper itself

Abstract

This study presents a non-invasive approach to monitoring post-harvest fruit quality by applying CO

Indexed as

Artificial IntelligenceFruitImage Processing, Computer-AssistedPhotoacoustic TechniquesSpectrum AnalysisAmmoniaEthanolEthylenesFood QualityAmmoniaEthanolethyleneEthylenesammoniaartificial intelligenceCO2 laser photoacoustic spectroscopyconvolutional neural networkethanolethylenefruit senescencepost-harvest quality

Identifiers

PMID40509319
PMCPMC12156321

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.