Radiomics Analysis Based on Ultrasound Images to Distinguish the Tumor Stage and Pathological Grade of Bladder Cancer.
Rui-Zhi GaoRong WenDong-Yue WenJing HuangHui QinXin LiXin-Rong WangYun HeHong YangPublished in: Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine (2021)
The ultrasound-based radiomics models performed well in the preoperative tumor staging and pathological grading of BLCA. These findings should be applied clinically to optimize treatment and to assess prognoses for BLCA.
Keyphrases
- magnetic resonance imaging
- lymph node metastasis
- contrast enhanced
- lymph node
- deep learning
- patients undergoing
- ultrasound guided
- optical coherence tomography
- squamous cell carcinoma
- pet ct
- convolutional neural network
- computed tomography
- contrast enhanced ultrasound
- magnetic resonance
- combination therapy
- replacement therapy