Evidence map›Paper›PMID 42193337›Full record

ArticleBiomedicines2026

Privacy-Preserving Hybrid GA-LSTM Ensemble for Typhoid Detection Using Optimised Clinical Feature Selection.

Karim Gasmi, Afrah Alanazi, Sahar Almenwer, Sarah Almaghrabi, Hamoud Alshammari, Kais Khaldi, Hassen Chouaib

Abstract read
In one paragraph

Article in Biomedicines, 2026. 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.

Karim GasmiDepartment of Computer Science, College of Computer and Information Sciences, Jouf University, Sakaka 72388, Saudi Arabia.ORCID 0000-0003-0138-2226
Afrah AlanaziDepartment of Information System, College of Computer and Information Sciences, Jouf University, Sakaka 72388, Saudi Arabia.ORCID 0000-0002-2246-5656
Sahar AlmenwerDepartment of Computer Science, College of Computer and Information Sciences, Jouf University, Sakaka 72388, Saudi Arabia.ORCID 0009-0004-1423-5588
Sarah AlmaghrabiDepartment of Information Technology, College of Computing and Information Technology at Khulais, University of Jeddah, Jeddah 23218, Saudi Arabia.ORCID 0000-0002-2255-494X
Hamoud AlshammariDepartment of Information System, College of Computer and Information Sciences, Jouf University, Sakaka 72388, Saudi Arabia.ORCID 0000-0001-6843-3732
Kais KhaldiDepartment of Computer Science, College of Computer and Information Sciences, Jouf University, Sakaka 72388, Saudi Arabia.
Hassen ChouaibDepartment of Physics, College of Science, Jouf University, Sakaka 72341, Saudi Arabia.

Funding

Al Jouf University DGSSR-2025-FC-01067
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

deep learningfeature selectiongenetic algorithmoptimisationSDG 3typhoid detection

Identifiers

PMID42193337
PMCPMC13204428

What OpenQuestion holds

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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.