Xinmiao Ni

Accurate Diagnosis and Survival Prediction of Bladder Cancer Using Deep Learning on Histological Slides

Qingyuan Zheng, Rui Yang, Xinmiao Ni et al. · Cancers · 2022 · 36 citations · Full text

Engineering, Machine Learning, Digital Pathology +16

Machine Learning Quantified Tumor-Stroma Ratio Is an Independent Prognosticator in Muscle-Invasive Bladder Cancer

Qingyuan Zheng, Zhengyu Jiang, Xinmiao Ni et al. · International Journal of Molecular Sciences · 2023 · 25 citations · Full text

A Weakly Supervised Deep Learning Model and Human–Machine Fusion for Accurate Grading of Renal Cell Carcinoma from Histopathology Slides

Qingyuan Zheng, Rui Yang, Hua‐Zhen Xu et al. · Cancers · 2023 · 18 citations · Full text

Stain Normalization, Engineering, Machine Learning +24

Development and validation of a deep learning-based laparoscopic system for improving video quality

Qingyuan Zheng, Rui Yang, Xinmiao Ni et al. · International Journal of Computer Assisted Radiology and Surgery · 2022 · 15 citations

Predicting Lymph Node Metastasis Status from Primary Muscle-Invasive Bladder Cancer Histology Slides Using Deep Learning: A Retrospective Multicenter Study

Qingyuan Zheng, Jun Jian, Jingsong Wang et al. · Cancers · 2023 · 14 citations · Full text