Explanation Detected Brain Tumours in MRI Images Using YOLOv8 with LIME-Based Interpretation

Relevance. Precise identification of brain tumours in magnetic resonance imaging (MRI) is a critical task in medical image analysis. Although deep learning–based object detectors achieve high localisation accuracy, their limited transparency restricts trust and routine adoption in clinical practice...

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Podrobná bibliografie

Hlavní autoři:	Kristina Dostalova, Alexandra Cizmarova, Marek Klimo, Roman Yaroshevych
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Kharkiv National University of Radio Electronics 2026-03-01
Edice:	Сучасний стан наукових досліджень та технологій в промисловості
Témata:	Explainable Artificial Intelligence (XAI); LIME; medical image analysis, brain tumour detection; MRI; YOLOv8
On-line přístup:	https://itssi-journal.com/index.php/ittsi/article/view/649
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