Changyu Liang

Self-supervised transfer learning framework driven by visual attention for benign–malignant lung nodule classification on chest CT

Ruoyu Wu, Changyu Liang, Yuan Li et al. · Expert Systems with Applications · 2022 · 46 citations

Image Analysis, Machine Learning, Data Science +12

3D convolutional neural network model from contrast-enhanced CT to predict spread through air spaces in non-small cell lung cancer

Junli Tao, Changyu Liang, Ke Yin et al. · Diagnostic and Interventional Imaging · 2022 · 35 citations

Computed Tomography, Radiation Oncology, Engineering +12

Increased adipose tissue is associated with improved overall survival, independent of skeletal muscle mass in non‐small cell lung cancer

Junli Tao, Jiayang Fang, Lihua Chen et al. · Journal of Cachexia Sarcopenia and Muscle · 2023 · 26 citations · Full text

Development and Validation of a CT-Based Signature for the Prediction of Distant Metastasis Before Treatment of Non-Small Cell Lung Cancer

Junli Tao, Rongfei Lv, Changyu Liang et al. · Academic Radiology · 2021 · 11 citations

Multi-kernel driven 3D convolutional neural network for automated detection of lung nodules in chest CT scans

Ruoyu Wu, Changyu Liang, Jiuquan Zhang et al. · Biomedical Optics Express · 2023 · 11 citations · Full text