Evidence map›Paper›PMID 41869580›Full record

ArticleData in brief2026

TomatoPGT: A 3D point cloud dataset of tomato plants for segmentation and plant-trait extraction.

Prasad Nethala, Dugan Um, Samantha L McCoy, Seth Gibson, Mahendra Bhandari, Kiju Lee

Abstract read
In one paragraph

Article in Data in brief, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

6 authors.

Prasad NethalaDepartment of Computer Science, Texas A&M University-Corpus Christi, Corpus Christi, TX, USA.
Dugan UmDepartment of Engineering, Texas A&M University-Corpus Christi, Corpus Christi, TX, USA.
Samantha L McCoyTexas A&M AgriLife Research and Extension Center, Corpus Christi, TX, USA.
Seth GibsonTexas A&M AgriLife Research and Extension Center, Corpus Christi, TX, USA.
Mahendra BhandariTexas A&M AgriLife Research and Extension Center, Corpus Christi, TX, USA.
Kiju LeeDepartment of Engineering Technology and Industrial Distribution, Texas A&M University, College Station, TX 77840, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Three-dimensional (3D) point-cloud phenotyping enables non-destructive and repeatable characterization of plant architecture, supporting the measurement of traits such as internode length, branching topology, and organ orientation. This article presents

Indexed as

3D point cloudPlant graph representationPlant phenotypingSemantic segmentationTrait extraction

Identifiers

PMID41869580
PMCPMC13000484

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.