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Open access Oct 2026

Deep learning with interactive segmentation for risk stratification of cystic renal lesions on tri-phase CT: a multicenter study

Accurate preoperative risk stratification of cystic renal lesions (CRLs) remains a clinical challenge, primarily due to morphological overlap which often leads to the overtreatment of indolent cysts. To address this, we developed and validated an integrated deep learning framework that combines interactive segmenta...

Wen-Long Yuan, Ping-Lin He, Quan-Hao He et al. · 0 citations
Open access Aug 2026

Improving the preoperative diagnosis of invasive lung adenocarcinoma by combining multiplanar volume rendering (MPVR)-based solid component measurement with pathological analysis

MPVR-measured solid components provide valuable information for distinguishing IAC from adenocarcinoma in situ and MIA and may facilitate individualized clinical decision-making.

Min Zhao, Zhi-Yu Zhang, Xin-Yi Yu et al. · 0 citations

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