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Jia-Hui Ni

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Open access Sep 2026

Ultrasound radiomics for preoperative evaluation of Ki-67 proliferation index in papillary thyroid carcinoma

Purpose To explore the predictive value of radiomics features, ultrasound (US), and gene mutation status based on interpretable random forest (RF) models for predicting high Ki-67 expression in papillary thyroid carcinoma (PTC). Methods This retrospective analysis included 627 patients with surgically confirmed PTC who...

Hui Shi, Jia-Yi Qiu, Yu-Lu Wu et al. · 0 citations

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