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May 1, 2026HeliyonOpen Access

Editor Note to article entitled ‘Enhancing surface detection: A comprehensive analysis of various YOLO models’ [Heliyon 11 (2025) e42433]

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Key Points

The investigation aims to address contextual inaccuracies in specific references of the article.
Investigation by Elsevier's Research Integrity & Publishing Ethics team.
Assessment of references 1, 2, 3, 34, and 35 for contextual appropriateness.
Identified references requiring correction due to contextual inappropriateness.

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Implication

The editor notes corrections needed for surface detection references, indicating publishing ethics issues.

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Cite This Study

A 2026 study studied this question.

synapsesocial.com/papers/6a1a7e9c0307b78509431333 https://doi.org/10.1016/j.heliyon.2026.e45058

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