GlioSurvQNet: A DuelContextAttn DQN Framework for Brain Tumor Prognosis with Metaheuristic Optimization.

M Renugadevi, Venkateswarlu Gonuguntla, Ihssan S Masad, G Venkat Babu, K Narasimhan

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. 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

5 authors.

M RenugadeviSchool of Electrical and Electronics Engineering, SASTRA Deemed University, Thanjavur 613401, India.

Venkateswarlu GonuguntlaSymbiosis Centre for Medical Image Analysis, Symbiosis International (Deemed University), Pune 412115, India.ORCID 0000-0002-6857-2254

Ihssan S MasadDepartment of Electrical and Computer Engineering, Gulf University for Science and Technology (GUST), Hawally 32093, Kuwait.ORCID 0000-0001-9768-6798

G Venkat BabuSchool of Electrical and Electronics Engineering, SASTRA Deemed University, Thanjavur 613401, India.

K NarasimhanSchool of Electrical and Electronics Engineering, SASTRA Deemed University, Thanjavur 613401, India.ORCID 0000-0001-6929-6039

Funding

Department of Science and Technology, Government of India SR/PURSE/2023/181 (G) - TPN - 88132.Department of Science & Technology - SERB CRG/2022/008050Gulf University for Science and Technology (GUST) Engineering and Applied Innovation Research Center (GEAR) NASymbiosis Centre for Medical Image Analysis, Symbiosis International (Deemed University) NA

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

brain tumor classificationDueling DQNmetaheuristic optimizationradiomicsreinforcement learningsurvival prediction

Identifiers

PMID41008676

DOI10.3390/diagnostics15182304

PMCPMC12468973

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.