LMFE: A Novel Method for Predicting Plant LncRNA Based on Multi-Feature Fusion and Ensemble Learning.

Hongwei Zhang, Yan Shi, Yapeng Wang, Xu Yang, Kefeng Li, Sio-Kei Im, Yu Han

Abstract read

In one paragraph

Article in Genes, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it

0cells of the map it votes in

0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Hongwei ZhangFaculty of Applied Sciences, Macao Polytechnic University, Macau SAR 999074, China.ORCID 0009-0000-3180-7163

Yan ShiState Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing 100876, China.

Yapeng WangFaculty of Applied Sciences, Macao Polytechnic University, Macau SAR 999074, China.ORCID 0000-0002-1085-5091

Xu YangFaculty of Applied Sciences, Macao Polytechnic University, Macau SAR 999074, China.

Kefeng LiFaculty of Applied Sciences, Macao Polytechnic University, Macau SAR 999074, China.ORCID 0000-0002-7233-4347

Sio-Kei ImFaculty of Applied Sciences, Macao Polytechnic University, Macau SAR 999074, China.

Yu HanFaculty of Civil Engineering, Southwest Forestry University, Kunming 650224, China.

Funding

Macao Polytechnic University RP/FCA-14/2023Science and Technology Development Funds of Macao 0033/2023/RIB2

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Computational BiologyMachine LearningPlantsRNA, Long NoncodingRNA, PlantAlgorithmsEnsemble LearningRNA, Long NoncodingRNA, Plantcross-speciesensemble learningLMFEmulti-feature fusionplant lncRNA prediction

Identifiers

PMID40282384

DOI10.3390/genes16040424

PMCPMC12026654

What Socratic 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 Socratic graph.