Author

Xiao-Qing Fan

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Sep 2026

Radiomics and Deep Learning Models Based on Manual and Semi-automatic Segmentation of Ultrasound Images for HER2 Prediction in Bladder Cancer.

RATIONALE AND OBJECTIVES To evaluate semi-automatic segmentation of bladder ultrasound images and develop human epidermal growth factor receptor 2 (HER2) prediction models using radiomics and deep learning. METHODS We retrospectively analyzed patients with urothelial carcinoma of the bladder from January 2022 to May...

Jia-Jing Zhuang, Yi-Han Xie, Yue-Fan Chen et al. · Academic Radiology · 0 citations

Aug 2026

Application Study of Clinical Features Combined With Ultrasound-based Radiomics Nomogram For Grading Diagnosis of Bladder Urothelial Carcinoma.

RATIONALE AND OBJECTIVE: This study aims to develop a prediction model using multimodal ultrasound (US) images and clinical features to evaluate its effectiveness in predicting bladder cancer grading. MATERIALS AND METHODS We selected 190 patients with bladder urothelial carcinoma; each patient underwent 2D US and co...

Hui-Ping Zhang, Fen Fu, Xiao-Qing Fan et al. · Academic Radiology · 0 citations