Radiomic analysis for pretreatment prediction of response to neoadjuvant chemotherapy in locally advanced cervical cancer: a multicentre study C Sun, X Tian, Z Liu, W Li, P Li, J Chen, W Zhang, Z Fang, P Du, H Duan, ... EBioMedicine 46, 160-169, 2019 | 92 | 2019 |
Deep learning radiomics of ultrasonography: Identifying the risk of axillary non-sentinel lymph node involvement in primary breast cancer X Guo, Z Liu, C Sun, L Zhang, Y Wang, Z Li, J Shi, T Wu, H Cui, J Zhang, ... EBioMedicine 60, 2020 | 79 | 2020 |
Prediction of response to preoperative neoadjuvant chemotherapy in locally advanced cervical cancer using multicenter CT-based radiomic analysis X Tian, C Sun, Z Liu, W Li, H Duan, L Wang, H Fan, M Li, P Li, L Wang, ... Frontiers in Oncology 10, 77, 2020 | 35 | 2020 |
Deep learning with whole slide images can improve the prognostic risk stratification with stage III colorectal cancer C Sun, B Li, G Wei, W Qiu, D Li, X Li, X Liu, W Wei, S Wang, Z Liu, J Tian, ... Computer Methods and Programs in Biomedicine 221, 106914, 2022 | 23 | 2022 |
The pathological risk score: a new deep learning‐based signature for predicting survival in cervical cancer C Chen, Y Cao, W Li, Z Liu, P Liu, X Tian, C Sun, W Wang, H Gao, S Kang, ... Cancer Medicine 12 (2), 1051-1063, 2023 | 16 | 2023 |
Radiomic signature-based nomogram to predict disease-free survival in stage II and III colon cancer X Yao, C Sun, F Xiong, X Zhang, J Cheng, C Wang, Y Ye, N Hong, ... European journal of radiology 131, 109205, 2020 | 16 | 2020 |
Radiomics analysis of postoperative epilepsy seizures in low-grade gliomas using preoperative MR images K Sun, Z Liu, Y Li, L Wang, Z Tang, S Wang, X Zhou, L Shao, C Sun, X Liu, ... Frontiers in oncology 10, 1096, 2020 | 15 | 2020 |
Deep learning with biopsy whole slide images for pretreatment prediction of pathological complete response to neoadjuvant chemotherapy in breast cancer: A multicenter study B Li, F Li, Z Liu, FP Xu, G Ye, W Li, Y Zhang, T Zhu, L Shao, C Chen, ... The Breast 66, 183-190, 2022 | 14 | 2022 |
From signal to knowledge: The diagnostic value of raw data in the artificial intelligence prediction of human data for the first time B He, Y Guo, Y Zhu, L Tong, B Kong, K Wang, C Sun, H Li, F Huang, L Wu, ... Engineering 34, 60-69, 2024 | 10 | 2024 |
Development of prognostic biomarkers by TMB-guided WSI analysis: A two-step approach X Liu, Z Liu, Y Yan, K Wang, A Wang, X Ye, L Wang, W Wei, B Li, C Sun, ... IEEE Journal of Biomedical and Health Informatics 27 (4), 1780-1789, 2023 | 8 | 2023 |
Non-Small Cell Lung Cancer Staging Using Deep Restricted Boltzmann Machine C Sun, L Wang, W Wang, X Cheng, Z Li, J Zhang, F Yang, J Huang, Y Zhu 2018 14th IEEE International Conference on Signal Processing (ICSP), 1175-1178, 2018 | 5 | 2018 |
Improving prediction of treatment response and prognosis in colorectal cancer with AI-based medical image analysis X Liu, S Zhang, L Shao, C Sun, B Li, W Wei, Z Ying, Z Liu, J Tian The Innovation Medicine 2 (2), 100069-1-100069-12, 2024 | 1 | 2024 |
Tumor Mutation Burden–Related Histopathologic Features for Predicting Overall Survival in Gliomas Using Graph Deep Learning C Sun, T Luo, Z Liu, J Ge, L Shao, X Liu, B Li, S Zhang, Q Qiu, W Wei, ... The American Journal of Pathology 193 (12), 2111-2121, 2023 | 1 | 2023 |
Improving prognosis and assessing adjuvant chemotherapy benefit in locally advanced rectal cancer with deep learning for MRI: A retrospective, multi-cohort study S Zhang, G Cai, P Xie, C Sun, B Li, W Dai, X Liu, Q Qiu, Y Du, Z Li, Z Liu, ... Radiotherapy and Oncology 188, 109899, 2023 | 1 | 2023 |
M2Fusion: Multi-time Multimodal Fusion for Prediction of Pathological Complete Response in Breast Cancer S Zhang, S Du, C Sun, B Li, L Shao, L Zhang, K Wang, Z Liu, J Tian International Conference on Medical Image Computing and Computer-Assisted …, 2024 | | 2024 |
Breaking boundaries in radiology: redefining AI diagnostics via raw data ahead of reconstruction B He, C Sun, H Li, Y Wang, Y She, M Zhao, M Fang, Y Zhu, K Wang, Z Liu, ... Physics in Medicine & Biology 69 (7), 075015, 2024 | | 2024 |