Runping Hou

Detection of epithelial growth factor receptor (EGFR) mutations on CT images of patients with lung adenocarcinoma using radiomics and/or multi-level residual convolutionary neural networks

Xiaoyang Li, Junfeng Xiong, Tian-Ying Jia et al. · Journal of Thoracic Disease · 2018 · 41 citations · Full text

Hierarchical multimodal fusion framework based on noisy label learning and attention mechanism for cancer classification with pathology and genomic features

Lu Qiu, Lu Zhao, Runping Hou et al. · Computerized Medical Imaging and Graphics · 2023 · 29 citations

Image Analysis, Machine Learning, Data Science +14

Lung cancer subtype classification using histopathological images based on weakly supervised multi-instance learning

Lu Zhao, Xiaowei Xu, Runping Hou et al. · Physics in Medicine and Biology · 2021 · 20 citations

CoADS: Cross attention based dual-space graph network for survival prediction of lung cancer using whole slide images

Lu Zhao, Runping Hou, Haohua Teng et al. · Computer Methods and Programs in Biomedicine · 2023 · 17 citations

Survival Prediction, Radiation Oncology, Whole Slide Images +13

Prognostic index for estimating the survival benefit of postoperative radiotherapy in pathologic N2 non–small cell lung cancer: A real-world validation study

Chenchen Zhang, Runping Hou, Wu-Yan Xia et al. · Lung Cancer · 2021 · 16 citations

Adaptive Radiotherapy, Medicine, Prognostic Index +9