Evidence map›Paper›PMID 38196949›Full record

ArticlePeerJ. Computer science2024

Microscopic parasite malaria classification using best feature selection based on generalized normal distribution optimization.

Javeria Amin, Muhammad Almas Anjum, Abraz Ahmad, Muhammad Irfan Sharif, Seifedine Kadry, Jungeun Kim

Open access · goldAbstract read
In one paragraph

Article in PeerJ. Computer science, 2024. 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
3.2field-weighted citation impact, top 7% of its field
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, 13 citations in OpenAlex.

  1. Article
  2. 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 at 5 institutions in 5 countries.

Javeria AminUniversity of Wah, Department of Computer Science, Wah Cantt, Pakistan.ORCID 0000-0003-1080-5446
Muhammad Almas AnjumNational University of Technology (NUTECH), Islamabad, Pakistan.
Abraz AhmadUniversity of Wah, Department of Computer Science, Wah Cantt, Pakistan.
Muhammad Irfan SharifDepartment of Information Sciences, University of Education Lahore, Jauharabad Campus, Jauharabad, Pakistan.
Seifedine KadryNoroff University College, Kristiansand, Norway.
Jungeun KimDepartment of Software, Kongju National University, Cheonan, Korea.
University of Wah · PKAjman University · AEKongju National University · KRNational University of Technology · PKUniversity of Okara · PK

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Malaria disease can indeed be fatal if not identified and treated promptly. Due to advancements in the malaria diagnostic process, microscopy techniques are employed for blood cell analysis. Unfortunately, the diagnostic process of malaria

Indexed as

EnsembleGNDOKNNMalariaPHOGSVM

Identifiers

PMID38196949
PMCPMC10773915
OpenAlexW4390613607

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.