Evidence map›Paper›PMID 40150755›Full record

ArticleBioengineering (Basel, Switzerland)2025

Novel Hybrid Feature Selection Using Binary Portia Spider Optimization Algorithm and Fast mRMR.

Bibhuprasad Sahu, Amrutanshu Panigrahi, Abhilash Pati, Manmath Nath Das, Prince Jain, Ghanashyam Sahoo, Haipeng Liu

Abstract read
In one paragraph

Article in Bioengineering (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Prediction ofFrontiers in medicine · 2026
    Article
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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.

Bibhuprasad SahuDepartment of Information Technology, Vardhaman College of Engineering (Autonomous), Hyderabad 501218, Telangana, India.ORCID 0000-0003-3951-9312
Amrutanshu PanigrahiDepartment of Computer Science and Engineering, Siksha 'O' Anusandhan (Deemed to be University), Bhubaneswar 751030, Odisha, India.ORCID 0000-0002-1077-8532
Abhilash PatiDepartment of Computer Science and Engineering, Siksha 'O' Anusandhan (Deemed to be University), Bhubaneswar 751030, Odisha, India.ORCID 0000-0002-3418-4202
Manmath Nath DasDepartment of Artificial Intelligence & Data Science, Vallurupalli Nageswara Rao Vignana Jyothi Institute of Engineering and Technology (VNRVJIET), Hyderabad 500090, Telengana, India.ORCID 0009-0002-3735-4884
Prince JainDepartment of Mechatronics Engineering, Parul Institute of Technology, Parul University, Vadodara 391760, Gujarat, India.ORCID 0000-0002-7950-7263
Ghanashyam SahooDepartment of Computer Science and Engineering, GITA Autonomous College, Bhubaneswar 752054, Odisha, India.ORCID 0000-0002-2094-7977
Haipeng LiuCentre for Intelligent Healthcare, Coventry University, Coventry CV1 5RW, UK.ORCID 0000-0002-4212-2503

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

binary Portia spider optimization (BPSOA)cancer predictionfast mRMRfeature selectionweighted SVM

Identifiers

PMID40150755
PMCPMC11939349

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.