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physics.med-ph2021★ 2 cited
A semi-automatic ultrasound image analysis system for the grading diagnosis of COVID-19 pneumonia
Yuanyuan Wang, Yao Zhang, Qiong He +2
This paper proposes a semi-automatic system based on quantitative characterization of the specific image patterns in lung ultrasound (LUS) images, in order to assess the lung condi…
physics.med-ph2021
A General Framework for Inverse Problem Solving using Self-Supervised Deep Learning: Validations in Ultrasound and Photoacoustic Image Reconstruction
Jingke Zhang, Qiong He, Congzhi Wang +2
The image reconstruction process in medical imaging can be treated as solving an inverse problem. The inverse problem is usually solved using time-consuming iterative algorithms wi…