Lightweight Super-Resolution Techniques in Medical Imaging: Bridging Quality and Computational Efficiency

Lightweight Super-Resolution Techniques in Medical Imaging: Bridging Quality and Computational Efficiency

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....

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Bibliographic Details
Main Authors: Akmalbek Abdusalomov, Sanjar Mirzakhalilov, Zaripova Dilnoza, Kudratjon Zohirov, Rashid Nasimov, Sabina Umirzakova, Young-Im Cho
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Bioengineering
Subjects:
medical imaging
super-resolution
lightweight model
residual learning
Online Access:https://www.mdpi.com/2306-5354/11/12/1179
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