Author

Hua-Peng Ding

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Open access Sep 2026

Automatic segmentation of tophi in ultrasound images based on deep learning: a feasibility study

Tophi are crucial for the assessment and treatment monitoring of gout. Musculoskeletal ultrasound serves as an important complementary tool to physical examination of tophi. However, its clinical utility is limited by operator dependency, the need for tedious manual delineation, and the difficulty in identifying...

Yu-Ming Shao, Xin Cheng, Xiao-Yi Yan et al. · BMC Medical Imaging · 0 citations

Aug 2026

Echo-EU-Net: Lightweight Deep Learning for Fully Automated Left Ventricular Segmentation and Ejection Fraction Quantification in Transgastric Short-Axis View on Transesophageal Echocardiography.

The feasibility of the proposed Echo-EU-Net-based method in automatically segmenting the left ventricle and measuring EF in TSV TEE has been demonstrated and may shed light on lightweight deep learning-based fully automated left ventricular segmentation and EF quantification in TSV TEE.

Yijun Ling, Yuan Tian, W. Qin et al. · Ultrasound in Medicine and B... · 0 citations