2024
DOI: 10.3390/bioengineering11121179
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Lightweight Super-Resolution Techniques in Medical Imaging: Bridging Quality and Computational Efficiency

Akmalbek Abdusalomov,
Sanjar Mirzakhalilov,
Zaripova Dilnoza
et al.

Abstract: Medical imaging plays an essential role in modern healthcare, providing non-invasive tools for diagnosing and monitoring various medical conditions. However, the resolution limitations of imaging hardware often result in suboptimal images, which can hinder the precision of clinical decision-making. Single image super-resolution (SISR) techniques offer a solution by reconstructing high-resolution (HR) images from low-resolution (LR) counterparts, enhancing the visual quality of medical images. In this paper, we… Show more

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