Evidence map›Paper›PMID 42260080›Full record

ArticleScientific reports2026

Artificial intelligence enabled performance evaluation of an enhanced SPR biosensor for malaria diagnosis.

Md Al Amin Islam Utshob, Maymona Binte Juwel, Khandakar Mohammad Ishtiak, Aminur Rahman, M M Atiqur Rahman, Safayat-Al Imam, S M Ishraqul Huq, Quazi D M Khosru

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In one paragraph

Article in Scientific reports, 2026. 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

8 authors.

Md Al Amin Islam UtshobDepartment of Electrical and Electronic Engineering, Ahsanullah University of Science and Technology, 141 & 142, Love Road, Tejgaon Industrial Area, Dhaka, 1208, Bangladesh.
Maymona Binte JuwelDepartment of Electrical and Electronic Engineering, Ahsanullah University of Science and Technology, 141 & 142, Love Road, Tejgaon Industrial Area, Dhaka, 1208, Bangladesh.
Khandakar Mohammad IshtiakDepartment of Electrical and Electronic Engineering, Ahsanullah University of Science and Technology, 141 & 142, Love Road, Tejgaon Industrial Area, Dhaka, 1208, Bangladesh.
Aminur RahmanDepartment of Electrical and Electronic Engineering, Ahsanullah University of Science and Technology, 141 & 142, Love Road, Tejgaon Industrial Area, Dhaka, 1208, Bangladesh.
M M Atiqur RahmanDepartment of Electrical and Electronic Engineering, Ahsanullah University of Science and Technology, 141 & 142, Love Road, Tejgaon Industrial Area, Dhaka, 1208, Bangladesh.
Safayat-Al ImamDepartment of Electrical and Electronic Engineering, Ahsanullah University of Science and Technology, 141 & 142, Love Road, Tejgaon Industrial Area, Dhaka, 1208, Bangladesh.
S M Ishraqul HuqDepartment of Electrical and Electronic Engineering, Ahsanullah University of Science and Technology, 141 & 142, Love Road, Tejgaon Industrial Area, Dhaka, 1208, Bangladesh.
Quazi D M KhosruDepartment of Electrical and Electronic Engineering, Bangladesh University of Engineering and Technology, ECE Building, West Palashi Campus, Dhaka, 1205, Bangladesh. qdmkhosru@eee.buet.ac.bd.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Malaria remains a serious global health problem, particularly in areas where drug-resistant Plasmodium species and the expanded geographical distribution of malaria caused by climate change are of concern. In response to the pressing need for a rapid and highly sensitive malaria diagnostic method, this paper proposes a novel surface plasmon resonance (SPR) biosensor design with a multilayer N-FK51a+SiO

Indexed as

Artificial IntelligenceBiosensing TechniquesMalariaSurface Plasmon ResonanceHumansFDTDHafnium oxideMalariapLDHRBFNNSurface plasmon resonance

Identifiers

PMID42260080
PMCPMC13490589

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.