Evidence map›Paper›PMID 40647683›Full record

ArticleDiagnostics (Basel, Switzerland)2025

Predicting the Recurrence of Differentiated Thyroid Cancer Using Whale Optimization-Based XGBoost Algorithm.

Keshika Shrestha, H M Jabed Omur Rifat, Uzzal Biswas, Jun-Jiat Tiang, Abdullah-Al Nahid

Abstract read
In one paragraph

Article in Diagnostics (Basel, Switzerland), 2025. 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. 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

5 authors.

Keshika ShresthaElectronics and Communication Engineering Discipline, Khulna University, Khulna 9208, Bangladesh.
H M Jabed Omur RifatElectronics and Communication Engineering Discipline, Khulna University, Khulna 9208, Bangladesh.ORCID 0009-0004-1787-5185
Uzzal BiswasElectronics and Communication Engineering Discipline, Khulna University, Khulna 9208, Bangladesh.ORCID 0000-0001-8489-3827
Jun-Jiat TiangCentre for Wireless Technology, CoE for Intelligent Network, Faculty of Artificial Intelligence & Engineering, Multimedia University, Persiaran Multimedia, Cyberjaya 63100, Selangor, Malaysia.ORCID 0000-0002-1178-9356
Abdullah-Al NahidElectronics and Communication Engineering Discipline, Khulna University, Khulna 9208, Bangladesh.ORCID 0000-0003-2391-5767

Funding

This Research has been supported by "Research Management Centre, Multimedia University". This Research has been supported by "Research Management Centre, Multimedia University".
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

feature selectionhyperparameter optimizationrecurrence predictionthyroid cancerWHALE Optimization Algorithm (WOA)XGBoost

Identifiers

PMID40647683
PMCPMC12248739

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.