| Radiomic signature as a diagnostic factor for histologic subtype classification of non-small cell lung cancer X Zhu, D Dong, Z Chen, M Fang, L Zhang, J Song, D Yu, Y Zang, Z Liu, ... European radiology 28, 2772-2778, 2018 | 187 | 2018 |
| A new approach to predict progression-free survival in stage IV EGFR-mutant NSCLC patients with EGFR-TKI therapy J Song, J Shi, D Dong, M Fang, W Zhong, K Wang, N Wu, Y Huang, Z Liu, ... Clinical Cancer Research 24 (15), 3583-3592, 2018 | 164 | 2018 |
| 2D and 3D CT radiomics features prognostic performance comparison in non-small cell lung cancer C Shen, Z Liu, M Guan, J Song, Y Lian, S Wang, Z Tang, D Dong, L Kong, ... Translational oncology 10 (6), 886-894, 2017 | 147 | 2017 |
| A review of original articles published in the emerging field of radiomics J Song, Y Yin, H Wang, Z Chang, Z Liu, L Cui European journal of radiology 127, 108991, 2020 | 140 | 2020 |
| Quantitative biomarkers for prediction of epidermal growth factor receptor mutation in non-small cell lung cancer L Zhang, B Chen, X Liu, J Song, M Fang, C Hu, D Dong, W Li, J Tian Translational oncology 11 (1), 94-101, 2018 | 121 | 2018 |
| Lung lesion extraction using a toboggan based growing automatic segmentation approach J Song, C Yang, L Fan, K Wang, F Yang, S Liu, J Tian IEEE transactions on medical imaging 35 (1), 337-353, 2015 | 107 | 2015 |
| Decoding COVID-19 pneumonia: comparison of deep learning and radiomics CT image signatures H Wang, L Wang, EH Lee, J Zheng, W Zhang, S Halabi, C Liu, K Deng, ... European journal of nuclear medicine and molecular imaging 48, 1478-1486, 2021 | 85 | 2021 |
| End-to-end automatic differentiation of the coronavirus disease 2019 (COVID-19) from viral pneumonia based on chest CT J Song, H Wang, Y Liu, W Wu, G Dai, Z Wu, P Zhu, W Zhang, KW Yeom, ... European journal of nuclear medicine and molecular imaging 47, 2516-2524, 2020 | 84 | 2020 |
| Radiomics for the prediction of EGFR mutation subtypes in non‐small cell lung cancer S Li, C Ding, H Zhang, J Song, L Wu Medical Physics 46 (10), 4545-4552, 2019 | 67 | 2019 |
| Prediction of malignant and benign of lung tumor using a quantitative radiomic method J Wang, X Liu, D Dong, J Song, M Xu, Y Zang, J Tian 2016 38th Annual International Conference of the IEEE Engineering in …, 2016 | 67 | 2016 |
| Trends in the application of deep learning networks in medical image analysis: Evolution between 2012 and 2020 L Wang, H Wang, Y Huang, B Yan, Z Chang, Z Liu, M Zhao, L Cui, J Song, ... European journal of radiology 146, 110069, 2022 | 56 | 2022 |
| Non-small cell lung cancer: quantitative phenotypic analysis of CT images as a potential marker of prognosis J Song, Z Liu, W Zhong, Y Huang, Z Ma, D Dong, C Liang, J Tian Scientific reports 6 (1), 38282, 2016 | 55 | 2016 |
| Development and validation of a machine learning model to explore tyrosine kinase inhibitor response in patients with stage IV EGFR variant–positive non–small cell lung cancer J Song, L Wang, NN Ng, M Zhao, J Shi, N Wu, W Li, Z Liu, KW Yeom, ... JAMA Network Open 3 (12), e2030442-e2030442, 2020 | 46 | 2020 |
| Multi-classifier-based identification of COVID-19 from chest computed tomography using generalizable and interpretable radiomics features L Wang, B Kelly, EH Lee, H Wang, J Zheng, W Zhang, S Halabi, J Liu, ... European journal of radiology 136, 109552, 2021 | 28 | 2021 |
| Association between tumor heterogeneity and progression-free survival in non-small cell lung cancer patients with EGFR mutations undergoing tyrosine kinase inhibitors therapy J Song, D Dong, Y Huang, Y Zang, Z Liu, J Tian 2016 38th Annual International Conference of the IEEE Engineering in …, 2016 | 20 | 2016 |
| Automatic lung nodule segmentation and intra-nodular heterogeneity image generation J Song, SC Huang, B Kelly, G Liao, J Shi, N Wu, W Li, Z Liu, L Cui, ... IEEE Journal of Biomedical and Health Informatics 26 (6), 2570-2581, 2021 | 18 | 2021 |
| A deep learning-based system for survival benefit prediction of tyrosine kinase inhibitors and immune checkpoint inhibitors in stage IV non-small cell lung cancer patients: A … K Deng, L Wang, Y Liu, X Li, Q Hou, M Cao, NN Ng, H Wang, H Chen, ... EClinicalMedicine 51, 2022 | 17 | 2022 |
| Predictive radiomic models for the chemotherapy response in non-small-cell lung cancer based on computerized-tomography images R Chang, S Qi, Y Yue, X Zhang, J Song, W Qian Frontiers in Oncology 11, 646190, 2021 | 17 | 2021 |
| Selection between liver resection versus transarterial chemoembolization in hepatocellular carcinoma: a multicenter study S Fu, J Wei, J Zhang, D Dong, J Song, Y Li, C Duan, S Zhang, X Li, D Gu, ... Clinical and Translational Gastroenterology 10 (8), e00070, 2019 | 17 | 2019 |
| Development and validation of a deep learning model for survival prognosis of transcatheter arterial chemoembolization in patients with intermediate-stage hepatocellular carcinoma H Wang, Y Liu, N Xu, Y Sun, S Fu, Y Wu, C Liu, L Cui, Z Liu, Z Chang, S Li, ... European Journal of Radiology 156, 110527, 2022 | 11 | 2022 |
