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. 2026 Apr 20;16:12861. doi: 10.1038/s41598-026-49102-0

Retraction Note: Hybrid deep learning framework for cardiovascular disease diagnosis and prognosis using GAN, LSTM, GRU, VARMA, and deep DynaQ network

Vijayasimha A 1,✉, Avanija J 1
PMCID: PMC13096232  PMID: 42009846

Retraction of: Scientific Reports 10.1038/s41598-025-25296-7, published online 21 November 2025

The Editors have retracted this Article.

After publication, concerns were raised regarding the use of non‑standard vocabulary and invalid references in the Article. The Authors did not address the Editors’ request for the code underlying the study. The Editors therefore no longer have confidence in the contents of the Article.

None of the Authors explicitly state whether they agree or disagree with the retraction.


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