Author

Jian-Hua Zhou

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Open access Sep 2026

A Deep Learning Framework Predicts Rectal Cancer Treatment Response via Pretreatment 3D Transrectal Ultrasound: A Multicenter Study

Accurate prediction of pathological complete response (pCR) following neoadjuvant therapy is crucial for personalized treatment planning in patients with locally advanced rectal cancer (LARC). This study aimed to explore the application of 3D transrectal ultrasound (TRUS) for this purpose. In this study, 538 LARC patie...

Min Liu, Yi-Wen Yu, Xue-Bin Zou et al. · MedComm · 0 citations

Open access Aug 2026

Accurate differentiation of metastatic and ultrasound-atypical reactive hyperplastic lymph nodes using a fusion model integrating ultrasound radiomics and habitatomics: A multicenter study.

The fusion model, integrating radiomic and habitat features, enables noninvasive suspicious lymph node prediction and may reduce unnecessary biopsies in low-risk patients and provide incremental value for individualized preoperative management by quantifying spatial characteristics.

Jiafei Shen, Zhiyan Jin, Xiaoxian Li et al. · Journal of Cancer Research a... · 0 citations