Evidence map›Paper›PMID 37346512›Full record

ArticlePeerJ. Computer science2023

Classification of basal stem rot using deep learning: a review of digital data collection and palm disease classification methods.

Yu Hong Haw, Khin Wee Lai, Joon Huang Chuah, Siti Khairunniza Bejo, Nur Azuan Husin, Yan Chai Hum, Por Lip Yee, Clarence Augustine T H Tee, Xin Ye, Xiang Wu

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in PeerJ. Computer science, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. An In-Depth Study of PhytopathogenicJournal of fungi (Basel, Switzerland) · 2024
    Review
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

10 authors.

Yu Hong HawDepartment of Biomedical Engineering, Universiti Malaya, Kuala Lumpur, Malaysia.
Khin Wee LaiDepartment of Biomedical Engineering, Universiti Malaya, Kuala Lumpur, Malaysia.ORCID 0000-0002-8602-0533
Joon Huang ChuahDepartment of Electrical Engineering, Universiti Malaya, Kuala Lumpur, Malaysia.ORCID 0000-0001-9058-3497
Siti Khairunniza BejoDepartment of Biological and Agricultural Engineering, Universiti Putra Malaysia, Serdang, Selangor, Malaysia.
Nur Azuan HusinDepartment of Biological and Agricultural Engineering, Universiti Putra Malaysia, Serdang, Selangor, Malaysia.
Yan Chai HumDepartment of Mechatronics and Biomedical Engineering, Universiti Tunku Abdul Rahman, Bandar Sungai Long, Cheras, Kajang, Selangor, Malaysia.ORCID 0000-0002-9657-8311
Por Lip YeeDepartment of Computer System and Technology, Universiti Malaya, Kuala Lumpur, Malaysia.ORCID 0000-0001-5865-1533
Clarence Augustine T H TeeCollege of Physics and Electrical Information Engineering, Zhejiang Normal University, Zhejiang, China.
Xin YeYLZ Eaccessy Information Technology Co., Ltd, Xiamen, China.
Xiang WuSchool of Medical Information and Engineering, Xuzhou Medical University, Xuzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Oil palm is a key agricultural resource in Malaysia. However, palm disease, most prominently basal stem rot caused at least RM 255 million of annual economic loss. Basal stem rot is caused by a fungus known as

Indexed as

Basal stem rotDeep learningGanoderma boninenseOil palmRemote sensors

Identifiers

PMID37346512
PMCPMC10280561

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.