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Author

Liu-Hong Shi

2 papers indexed here

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Preprint Nov 2026

A 3D foundation model unifying CT interpretation and segmentation

Radiologists interpret computed tomography (CT) scans by jointly determining what a finding represents and where it lies in three-dimensional (3D) anatomy. However, CT models have treated CT interpretation and 3D segmentation as separate tasks, leaving textual findings spatially unverifiable and overlooking potential s...

Yu-Lu Xie, Zilong Li, Sheng-Jie Xu et al. · 0 citations
Open access Sep 2026

LOCUS-Diff: Location-Controlled Thyroid Ultrasound Synthesis for Advancing Nodule Detection.

Thyroid cancer is the most prevalent endocrine malignancy, and its diagnosis relies heavily on ultrasound for diagnosis and treatment planning. Although deep learning holds promise for automating this ultrasound diagnosis, its performance is severely bottlenecked by data scarcity. However, constructing high-quality dat...

Wan-Chong Xu, Liu-Hong Shi, Zhi-Yong Li et al. · 0 citations

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