Medical slice transformer for improved diagnosis and explainability on 3D medical images with DINOv2
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DOI: 10.1038/s41598-025-09041-8
Abstract: Magnetic Resonance Imaging (MRI) and Computed Tomography (CT) are essential clinical cross-sectional imaging techniques for diagnosing complex conditions. However, large 3D datasets with annotations for deep learning are scarce. While methods like DINOv2 are encouraging… read more here.
Keywords: slice transformer; explainability; medical slice; medical images ... See more keywords